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@inproceedings{DBLP:conf/acml/0002CKRT22,
author = {Ahmed Frikha and
Haokun Chen and
Denis Krompa{\ss} and
Thomas A. Runkler and
Volker Tresp},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Towards Data-Free Domain Generalization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {327--342},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/frikha23a.html},
timestamp = {Tue, 07 May 2024 20:11:56 +0200},
biburl = {https://dblp.org/rec/conf/acml/0002CKRT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0008LH22,
author = {Bin Xiao and
Chien{-}Liang Liu and
Wen{-}Hoar Hsaio},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Semantic Cross Attention for Few-shot Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1165--1180},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xiao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0008LH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0033E22,
author = {Wei Zhao and
Steffen Eger},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Constrained Density Matching and Modeling for Cross-lingual Alignment
of Contextualized Representations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1245--1260},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0033E22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/0049LSH22,
author = {Wei Li and
Weiyan Liu and
Shitong Shao and
Shiyi Huang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{AIIR-MIX:} Multi-Agent Reinforcement Learning Meets Attention Individual
Intrinsic Reward Mixing Network},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {579--594},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23d.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/0049LSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AchenchabeBA022,
author = {Youssef Achenchabe and
Alexis Bondu and
Antoine Cornu{\'{e}}jols and
Vincent Lemaire},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {When to Classify Events in Open Times Series?},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1--16},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/achenchabe23a.html},
timestamp = {Thu, 22 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AchenchabeBA022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Alami22,
author = {R{\'{e}}da Alami},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bayesian Change-Point Detection for Bandit Feedback in Non-stationary
Environments},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {17--31},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/alami23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Alami22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/AnirudhT22,
author = {Rushil Anirudh and
Jayaraman J. Thiagarajan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Out of Distribution Detection via Neural Network Anchoring},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {32--47},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/anirudh23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/AnirudhT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BaiH022,
author = {Yunwei Bai and
Zhenfeng He and
Junfeng Hu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the Episodic Difficulty of Few-shot Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {48--63},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/bai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BaiH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BhosaleD22,
author = {Rimmon Bhosale and
Mrinal Das},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning with Domain Knowledge to Develop Justifiable Convolutional
Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {64--79},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/bhosale23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BhosaleD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BogetGK22,
author = {Yoann Boget and
Magda Gregorova and
Alexandros Kalousis},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Graph annotation generative adversarial networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {16},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/boget23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BogetGK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Buet-GolfouseP22,
author = {Francois Buet{-}Golfouse and
Parth Pahwa},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Multi-Objective Reinforcement Learning with Dynamic Preferences},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {96--111},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/buet-golfouse23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Buet-GolfouseP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Buet-GolfouseU22,
author = {Francois Buet{-}Golfouse and
Islam Utyagulov},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Fairness Trade-Offs and Partial Debiasing},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {112--136},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/buet-golfouse23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Buet-GolfouseU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/CaoZC22,
author = {Yuheng Cao and
Mengjie Zhou and
Jie Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Scene Text Detection via Learnable Scene Transformations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {137--152},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/cao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/CaoZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChangHYZB22,
author = {Zhenghao Chang and
Ruhan He and
Yongsheng Yu and
Zili Zhang and
Geli Bai},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A two-stream convolution architecture for {ESC} based on audio feature
distanglement},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {153--168},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChangHYZB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChaudhuriJM22,
author = {Arghya Roy Chaudhuri and
Pratik Jawanpuria and
Bamdev Mishra},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {ProtoBandit: Efficient Prototype Selection via Multi-Armed Bandits},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {169--184},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chaudhuri23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChaudhuriJM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenKZL22,
author = {Xiangyi Chen and
Belhal Karimi and
Weijie Zhao and
Ping Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the Convergence of Decentralized Adaptive Gradient Methods},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {217--232},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chen23b.html},
timestamp = {Thu, 20 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenKZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenWDJLC22,
author = {Weijun Chen and
Yanze Wang and
Chengshuo Du and
Zhenglong Jia and
Feng Liu and
Ran Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Balanced Spatial-Temporal Graph Structure Learning for Multivariate
Time Series Forecasting: {A} Trade-off between Efficiency and Flexibility},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {185--200},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenWDJLC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChenX022,
author = {You{-}Lin Chen and
Zhiqiang Xu and
Ping Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Noisy Riemannian Gradient Descent for Eigenvalue Computation with
Application to Inexact Stochastic Recursive Gradient Algorithm},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {201--216},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chen23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChenX022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ChengHDQYY22,
author = {Jian Cheng and
Yang{-}Feng Hu and
Yu Dai and
Xue Qiao and
Li Yao and
Jun{-}Yan Yang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Nighttime Semantic Segmentation with Unsupervised Learning and Cross
Attention},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/cheng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ChengHDQYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Chowdhury022,
author = {Sayak Ray Chowdhury and
Rafael Oliveira},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Value Function Approximations via Kernel Embeddings for No-Regret
Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {249--264},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/chowdhury23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Chowdhury022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DaiBL22,
author = {Zongyu Dai and
Zhiqi Bu and
Qi Long},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multiple Imputation with Neural Network Gaussian Process for High-dimensional
Incomplete Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {265--279},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/dai23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DaiBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengYY22,
author = {Shaochang Deng and
Mengxiao Yin and
Feng Yang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Self-improving Skin Lesions Diagnosis Framework Via Pseudo-labeling
and Self-distillation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {296--310},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/deng23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DengYY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DengZ22,
author = {Zhijie Deng and
Jun Zhu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {BayesAdapter: Being Bayesian, Inexpensively and Reliably, via Bayesian
Fine-tuning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {280--295},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/deng23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DengZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/DupeYAT22,
author = {Fran{\c{c}}ois{-}Xavier Dup{\'{e}} and
Rohit Yadav and
Guillaume Auzias and
Sylvain Takerkart},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Kernelized multi-graph matching},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {311--326},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/dupe23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/DupeYAT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GhiassiBC22,
author = {Amirmasoud Ghiassi and
Robert Birke and
Lydia Y. Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi Label Loss Correction against Missing and Corrupted Labels},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {359--374},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ghiassi23b.html},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GhiassiBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GhiassiPBC22,
author = {Amirmasoud Ghiassi and
Cosmin Octavian Pene and
Robert Birke and
Lydia Y. Chen},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Trusted Loss Correction for Noisy Multi-Label Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {343--358},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ghiassi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GhiassiPBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Gkolemis0D22,
author = {Vasilis Gkolemis and
Theodore Dalamagas and
Christos Diou},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{DALE:} Differential Accumulated Local Effects for efficient and accurate
global explanations},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {375--390},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/gkolemis23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Gkolemis0D22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GongLZLY22,
author = {Peizhu Gong and
Jin Liu and
Xiliang Zhang and
Xingye Li and
Zijun Yu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Circulant-interactive Transformer with Dimension-aware Fusion for
Multimodal Sentiment Analysis},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {391--406},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/gong23a.html},
timestamp = {Mon, 18 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acml/GongLZLY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GulatiVMK22,
author = {Kshitij Gulati and
Gaurav Verma and
Mukesh K. Mohania and
Ashish Kundu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {BeautifAI - Personalised Occasion-based Makeup Recommendation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {407--419},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/gulati23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/GulatiVMK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HachiyaNIMUF22,
author = {Hirotaka Hachiya and
Kotaro Nagayoshi and
Asako Iwaki and
Takahiro Maeda and
Naonori Ueda and
Hiroyuki Fujiwara},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Position-dependent partial convolutions for supervised spatial interpolation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {420--435},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/hachiya23a.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HachiyaNIMUF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HanSHY22,
author = {Zhongyi Han and
Wan Su and
Rundong He and
Yilong Yin},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{SNAIL:} Semi-Separated Uncertainty Adversarial Learning for Universal
Domain Adaptation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {436--451},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/han23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HanSHY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HarutaKK22,
author = {Shuichiro Haruta and
Tatsuya Konishi and
Mori Kurokawa},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Novel Graph Aggregation Method Based on Feature Distribution Around
Each Ego-node for Heterophily},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {452--466},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/haruta23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HarutaKK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuWTL22,
author = {Chengyin Hu and
Yilong Wang and
Kalibinuer Tiliwalidi and
Wen Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Adversarial Laser Spot: Robust and Covert Physical-World Attack to
DNNs},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {483--498},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/hu23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuWTL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuZPK22,
author = {Diyi Hu and
Chi Zhang and
Viktor K. Prasanna and
Bhaskar Krishnamachari},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning Practical Communication Strategies in Cooperative Multi-Agent
Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {467--482},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/hu23a.html},
timestamp = {Tue, 20 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuZPK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuangL22,
author = {Jisui Huang and
Na Lei},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {3D Manifold Topology Based Medical Image Data Augmentation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {499--514},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/huang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuangL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/JinWWLHW22,
author = {Rongrong Jin and
Xiao Wang and
Guangge Wang and
Yang Lu and
Hai{-}Miao Hu and
Hanzi Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Embedding Adaptation Network with Transformer for Few-Shot Action
Recognition},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {515--530},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/jin23a.html},
timestamp = {Mon, 27 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/JinWWLHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Kumar22,
author = {Pankaj Kumar},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Deep Reinforcement Learning for High-Frequency Market Making},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {531--546},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/kumar23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Kumar22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiCW22,
author = {Zhiwei Li and
Weiling Cai and
Cairun Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Unsupervised Photo-to-Caricature Generation with Adaptive Select Layer-Instance
Normalization and Semi-cycle Consistency},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {595--610},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhiwei23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiCW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiL22,
author = {Rui Li and
Xiao Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Probabilistic Adaptive Spatial-Temporal Regularized Correlation Filters
for {UAV} Tracking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {547--562},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiLCLZ22,
author = {Xinyu Li and
Yilin Li and
Qing Cui and
Longfei Li and
Jun Zhou},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust Direct Learning for Causal Data Fusion},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {611--626},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23c.html},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiLCLZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiWCL22,
author = {Dongxu Li and
Shaochen Wang and
Kang Chen and
Bin Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Contrastive Inductive Bias Controlling Networks for Reinforcement
Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {563--578},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/li23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiWCL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiaoHG22,
author = {Chonghua Liao and
Jiafan He and
Quanquan Gu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Locally Differentially Private Reinforcement Learning for Linear Mixture
Markov Decision Processes},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {627--642},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/liao23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiaoHG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LiuWB022,
author = {Bo Liu and
Ranglei Wu and
Xiuli Bi and
Bin Xiao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {FF-Net: An End-to-end Feature-Fusion Network for Double {JPEG} Detection
and Localization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {643--657},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/liu23a.html},
timestamp = {Sun, 03 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LiuWB022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuLZCWZSL22,
author = {Qingning Lu and
Wenzhong Li and
Chuanze Zhu and
Yizhou Chen and
Yinke Wang and
Zhijie Zhang and
Linshan Shen and
Sanglu Lu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-Scale Anomaly Detection for Time Series with Attention-based
Recurrent Autoencoders},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {674--689},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/qingning23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuLZCWZSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/LuZWD022,
author = {Changjie Lu and
Shen Zheng and
Zirui Wang and
Omar Dib and
Gaurav Gupta},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {AS-IntroVAE: Adversarial Similarity Distance Makes Robust IntroVAE},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {658--673},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/changjie23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/LuZWD022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaL0C22,
author = {Zichen Ma and
Yu Lu and
Wenye Li and
Shuguang Cui},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asynchronous Personalized Federated Learning with Irregular Clients},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {706--721},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ma23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaL0C22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaL0LXL22,
author = {Siyu Ma and
Yuting Liu and
Dan Zeng and
Yaxin Liao and
Xiaoyu Xu and
Shuiwang Li},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning Disentangled Representation in Pruning for Real-Time {UAV}
Tracking},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {690--705},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/ma23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaL0LXL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MaheshwaraM22,
author = {Samartha S. Maheshwara and
Naresh Manwani},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {RoLNiP: Robust Learning Using Noisy Pairwise Comparisons},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {706--721},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/maheshwara23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MaheshwaraM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MahonL22,
author = {Louis Mahon and
Thomas Lukasiewicz},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Efficient Deep Clustering of Human Activities and How to Improve Evaluation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {722--737},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/mahon23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MahonL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MohammedALSBS22,
author = {Owais Khan Mohammed and
Kriti Aggarwal and
Qiang Liu and
Saksham Singhal and
Johan Bjorck and
Subhojit Som},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Bootstrapping a high quality multilingual multimodal dataset for Bletchley},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {738--753},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/mohammed23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MohammedALSBS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/MuradCAP22,
author = {Taslim Murad and
Prakash Chourasia and
Sarwan Ali and
Murray Patterson},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Hashing2Vec: Fast Embedding Generation for SARS-CoV-2 Spike Sequence
Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {754--769},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/taslim23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/MuradCAP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Nakamura0S22,
author = {Shintaro Nakamura and
Han Bao and
Masashi Sugiyama},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Robust computation of optimal transport by {\(\beta\)}-potential regularization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {770--785},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/nakamura23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Nakamura0S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NaymanANZ22,
author = {Niv Nayman and
Yonathan Aflalo and
Asaf Noy and
Lihi Zelnik{-}Manor},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{BINAS:} Bilinear Interpretable Neural Architecture Search},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {786--801},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/nayman23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NaymanANZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/NguyenNT22,
author = {Tuan{-}Anh Nguyen and
Kim Thang Nguyen and
Denis Trystram},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {One Gradient Frank-Wolfe for Decentralized Online Convex and Submodular
Optimization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {802--815},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/nguyen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/NguyenNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Obermair0PFAW22,
author = {Christoph Obermair and
Alexander Fuchs and
Franz Pernkopf and
Lukas Felsberger and
Andrea Apollonio and
Daniel Wollmann},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Example or Prototype? Learning Concept-Based Explanations in Time-Series},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {816--831},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/obermair23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Obermair0PFAW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PandeyVR22,
author = {Lakshmi Narayan Pandey and
Rahul Vashisht and
Harish G. Ramaswamy},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the Interpretability of Attention Networks},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {832--847},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/pandey23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PandeyVR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/PoteGHK22,
author = {Tejas Pote and
Muhammad Athar Ganaie and
Atif Hassan and
Swanand R. Khare},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Dynamic Forward and Backward Sparse Training {(DFBST):} Accelerated
Deep Learning through Completely Sparse Training Schedule},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {848--863},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/pote23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/PoteGHK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/QiuC022,
author = {Lin Qiu and
Vernon M. Chinchilli and
Lin Lin},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Interpretable Representation Learning from Temporal Multi-view Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {864--879},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/qiu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/QiuC022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SchwabeGA22,
author = {Tim Schwabe and
Tobias Glasmachers and
Maribel Acosta},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{AFRNN:} Stable {RNN} with Top Down Feedback and Antisymmetry},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {880--894},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/schwabe23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SchwabeGA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ShenZPZW22,
author = {Qi Shen and
Shixuan Zhu and
Yitong Pang and
Yiming Zhang and
Zhihua Wei},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Temporal aware Multi-Interest Graph Neural Network for Session-based
Recommendation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/shen23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ShenZPZW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SinghSK22,
author = {Vishwa Mohan Singh and
Vibhor Saran and
Pooja Kadambi},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Autonomous Myocardial Infarction Detection from Electrocardiogram
with a Multi Label Classification Approach},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {911--926},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/singh23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SinghSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/Su0022,
author = {Jinyan Su and
Jinhui Xu and
Di Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On {PAC} Learning Halfspaces in Non-interactive Local Privacy Model
with Public Unlabeled Data},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {927--941},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/su23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/Su0022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SunCO22,
author = {Yuwei Sun and
Ng S. T. Chong and
Hideya Ochiai},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Feature Distribution Matching for Federated Domain Generalization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {942--957},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/sun23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SunCO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/SundarayW22,
author = {Priyabrata Sundaray and
Yang Weng},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Auto-Physics-Encoder: Using Physics-Informed Latent Layer Two-Way
Physics Flow for Monitoring Systems with Unobservability},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {958--973},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/sundaray23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/SundarayW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TanW22,
author = {Chenmien Tan and
Paul Weng},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {CVaR-Regret Bounds for Multi-armed Bandits},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {974--989},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/tan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TanW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TangLZS22,
author = {Yuting Tang and
Nan Lu and
Tianyi Zhang and
Masashi Sugiyama},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-class Classification from Multiple Unlabeled Datasets with Partial
Risk Regularization},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {990--1005},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/tang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TangLZS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ThopalliTT22,
author = {Kowshik Thopalli and
Pavan K. Turaga and
Jayaraman J. Thiagarajan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Domain Alignment Meets Fully Test-Time Adaptation},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1006--1021},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/thopalli23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ThopalliTT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TianWQPL22,
author = {Yuhang Tian and
Rui Wang and
Yanqi Qiao and
Emmanouil Panaousis and
Kaitai Liang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {FLVoogd: Robust And Privacy Preserving Federated Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1022--1037},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/yuhang23a.html},
timestamp = {Fri, 25 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TianWQPL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/TrivediH22,
author = {Prashant Trivedi and
Nandyala Hemachandra},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Noise Robust Core-stable Coalitions of Hedonic Games},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1038--1053},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/trivedi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/TrivediH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/VerineNCR22,
author = {Alexandre Verine and
Benjamin N{\'{e}}grevergne and
Yann Chevaleyre and
Fabrice Rossi},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {On the expressivity of bi-Lipschitz normalizing flows},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1054--1069},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/verine23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/VerineNCR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangYWL22,
author = {Haoyu Wang and
Xinrui Yang and
Yuhang Wang and
Xuguang Lan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Constrained Contrastive Reinforcement Learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1070--1084},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wang23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangYWL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZHWWS22,
author = {Yidong Wang and
Bowen Zhang and
Wenxin Hou and
Zhen Wu and
Jindong Wang and
Takahiro Shinozaki},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Margin Calibration for Long-Tailed Visual Recognition},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1101--1116},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wang23b.html},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZHWWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WangZZ22,
author = {Yaxuan Wang and
Zhixin Zeng and
Qijun Zhao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Evaluating the perceived safety of urban city via maximum entropy
deep inverse reinforcement learning},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1085--1100},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wang23c.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WangZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WimalawarneS22,
author = {Kishan Wimalawarne and
Taiji Suzuki},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Layer-wise Adaptive Graph Convolution Networks Using Generalized Pagerank},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1117--1132},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wimalawarne23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WimalawarneS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/WuSWQ022,
author = {Jianhan Wu and
Shijing Si and
Jianzong Wang and
Xiaoyang Qu and
Jing Xiao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Pose Guided Human Image Synthesis with Partially Decoupled {GAN}},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1133--1148},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/wu23a.html},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/WuSWQ022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XiaoZ0WZ22,
author = {Peng Xiao and
Biao Zhang and
Samuel Cheng and
Ke Wei and
Shuqin Zhang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Probabilistic Fusion of Neural Networks that Incorporates Global Information},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1149--1164},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xiao23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XiaoZ0WZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XuSFQM22,
author = {Chenyang Xu and
Jianfei Shen and
Feiyi Fan and
Tian Qiu and
Zhihong Mao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {An Enhanced Human Activity Recognition Algorithm with Positional Attention},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1181--1196},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xu23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XuSFQM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/XueSHXP22,
author = {Xuetong Xue and
Jiaying Shi and
Xinxue He and
Shenghui Xu and
Zhaoming Pan},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Cross-Scale Context Extracted Hashing for Fine-Grained Image Binary
Encoding},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1197--1212},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/xue23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/XueSHXP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YiL22,
author = {Mingxuan Yi and
Song Liu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Sliced Wasserstein variational inference},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1213--1228},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/yi23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YiL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/YuanG22,
author = {Man{-}Jie Yuan and
Wei Gao},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Learning with Interactive Models over Decision-Dependent Distributions},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1229--1244},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/yuan23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/YuanG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhengHZJ22,
author = {Jian Zheng and
Wenran Han and
Ying Zhang and
Shufan Ji},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {{EENAS:} An Efficient Evolutionary Algorithm for Neural Architecture
Search},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1261--1276},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/jian23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhengHZJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouHLLZL22,
author = {Hengyi Zhou and
Hongyi He and
Wanchen Liu and
Yuhai Li and
Haonan Zhang and
Longjun Liu},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {A Novel Differentiable Mixed-Precision Quantization Search Framework
for Alleviating the Matthew Effect and Improving Robustness},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1277--1292},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhou23a.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhouHLLZL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/ZhouWZLYW22,
author = {Wei Zhou and
Hao Wang and
Yiling Zhang and
Cheng Long and
Yan Yang and
Dongjie Wang},
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Multi-scale Progressive Gated Transformer for Physiological Signal
Classification},
booktitle = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
pages = {1293--1308},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v189/zhou23b.html},
timestamp = {Mon, 19 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/ZhouWZLYW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/acml/2022,
editor = {Vineeth N. Balasubramanian and
Ivor W. Tsang},
title = {Asian Conference on Machine Learning, {ACML} 2022, 12-14 December
2022, Hyderabad, India},
series = {Proceedings of Machine Learning Research},
volume = {189},
publisher = {{PMLR}},
year = {2022},
url = {http://proceedings.mlr.press/v189/},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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