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2020 – today
- 2023
[j88]Ziyang Zheng
, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong:
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3226-3244 (2023)- [j87]Haohang Xu, Xiaopeng Zhang, Hao Li, Lingxi Xie, Wenrui Dai, Hongkai Xiong, Qi Tian:
Seed the Views: Hierarchical Semantic Alignment for Contrastive Representation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3753-3767 (2023) - [j86]Xing Gao, Xiaogang Jia, Yikang Li, Hongkai Xiong:
Dynamic Scenario Representation Learning for Motion Forecasting With Heterogeneous Graph Convolutional Recurrent Networks. IEEE Robotics Autom. Lett. 8(5): 2946-2953 (2023) - [j85]Mingxing Xu, Junxiang Chen, Jin Li, Xinxin Zhi, Wenrui Dai, Jiayuan Sun, Hongkai Xiong:
Automatic Representative Frame Selection and Intrathoracic Lymph Node Diagnosis With Endobronchial Ultrasound Elastography Videos. IEEE J. Biomed. Health Informatics 27(1): 29-40 (2023) - [j84]Rui Yang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Tackling Over-Smoothing in Graph Convolutional Networks With EM-Based Joint Topology Optimization and Node Classification. IEEE Trans. Signal Inf. Process. over Networks 9: 123-139 (2023) - [j83]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-Based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning. IEEE Trans. Signal Process. 71: 1023-1038 (2023) - [c191]Yimian Fang, Wen Fei, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Fully Integerized End-to-End Learned Image Compression. DCC 2023: 337 - [c190]Xuanda Wang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-precision Deep Neural Network Quantization With Multiple Compression Rates. DCC 2023: 371 - [i51]Han Li, Bowen Shi, Wenrui Dai, Hongwei Zheng, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Pose-Oriented Transformer with Uncertainty-Guided Refinement for 2D-to-3D Human Pose Estimation. CoRR abs/2302.07408 (2023) - [i50]Xing Gao, Xiaogang Jia, Yikang Li, Hongkai Xiong:
Dynamic Scenario Representation Learning for Motion Forecasting with Heterogeneous Graph Convolutional Recurrent Networks. CoRR abs/2303.04364 (2023) - [i49]Yufeng Zhang, Weiyao Lin, Wenrui Dai, Huabin Liu, Hongkai Xiong:
Scene Graph Lossless Compression with Adaptive Prediction for Objects and Relations. CoRR abs/2304.13359 (2023) - 2022
- [j82]Haohang Xu, Hongkai Xiong, Guo-Jun Qi:
$K$K-Shot Contrastive Learning of Visual Features With Multiple Instance Augmentations. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8694-8700 (2022) - [j81]Nuowen Kan, Junni Zou, Chenglin Li, Wenrui Dai, Hongkai Xiong:
RAPT360: Reinforcement Learning-Based Rate Adaptation for 360-Degree Video Streaming With Adaptive Prediction and Tiling. IEEE Trans. Circuits Syst. Video Technol. 32(3): 1607-1623 (2022) - [j80]Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado:
VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. IEEE Trans. Knowl. Data Eng. 34(2): 996-1010 (2022) - [j79]Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard:
iPool - Information-Based Pooling in Hierarchical Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 33(9): 5032-5044 (2022) - [j78]Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
General Bitwidth Assignment for Efficient Deep Convolutional Neural Network Quantization. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5253-5267 (2022) - [j77]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Graph Neural Networks With Lifting-Based Adaptive Graph Wavelets. IEEE Trans. Signal Inf. Process. over Networks 8: 63-77 (2022) - [j76]Duoduo Xue, Ziyang Zheng, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
On the Convergence of Non-Convex Phase Retrieval With Denoising Priors. IEEE Trans. Signal Process. 70: 4424-4439 (2022) - [c189]Zhuoqun Liu, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Adaptive Task Sampling and Variance Reduction for Gradient-Based Meta-Learning. BMVC 2022: 876 - [c188]Shuangrui Ding, Maomao Li, Tianyu Yang, Rui Qian, Haohang Xu, Qingyi Chen, Jue Wang, Hongkai Xiong:
Motion-aware Contrastive Video Representation Learning via Foreground-background Merging. CVPR 2022: 9706-9716 - [c187]Yaoming Wang, Yangzhou Jiang, Jin Li, Bingbing Ni, Wenrui Dai, Chenglin Li, Hongkai Xiong, Teng Li:
Contrastive Regression for Domain Adaptation on Gaze Estimation. CVPR 2022: 19354-19363 - [c186]Maida Cao, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Ying Chen, Hongkai Xiong:
Entropy Modeling via Gaussian Process Regression for Learned Image Compression. DCC 2022: 163-172 - [c185]Rulin Huang, Shaohui Li, Wenrui Dai, Jixiang Luo, Chenglin Li, Junni Zou, Hongkai Xiong:
Video Compression via Inter-frame Chroma Prediction. DCC 2022: 457 - [c184]Xin Li, Wenrui Dai, Shaohui Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Graph Dictionary Learning for 3-D Point Cloud Compression. DCC 2022: 463 - [c183]Liewen Liao, Shaohui Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Efficient Decoder for Learned Image Compression via Structured Pruning. DCC 2022: 464 - [c182]Yabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian:
SdAE: Self-distillated Masked Autoencoder. ECCV (30) 2022: 108-124 - [c181]Yuchen Liu, Yabo Chen, Wenrui Dai, Mengran Gou, Chun-Ting Huang, Hongkai Xiong:
Source-Free Domain Adaptation with Contrastive Domain Alignment and Self-supervised Exploration for Face Anti-spoofing. ECCV (12) 2022: 511-528 - [c180]Bowen Shi, Dongsheng Jiang, Xiaopeng Zhang, Han Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian:
A Transformer-Based Decoder for Semantic Segmentation with Multi-level Context Mining. ECCV (28) 2022: 624-639 - [c179]Jiayi Xu, Qin Yang, Chenglin Li, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang:
Rotation-Equivariant Graph Convolutional Networks For Spherical Data Via Global-Local Attention. ICIP 2022: 2501-2505 - [c178]Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian:
Bag of Instances Aggregation Boosts Self-supervised Distillation. ICLR 2022 - [c177]Yuchen Liu, Yabo Chen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Causal Intervention for Generalizable Face Anti-Spoofing. ICME 2022: 1-6 - [c176]Liming Guo, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-Precision Quantization of U-Net for Medical Image Segmentation. ISCAS 2022: 2871-2875 - [c175]Liewen Liao, Yaoming Wang, Hao Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Efficient Search for Efficient Architecture. ISCAS 2022: 3140-3144 - [c174]Rulin Huang, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Improving Optical Flow Inference for Video Colorization. ISCAS 2022: 3185-3189 - [c173]Nuowen Kan, Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Improving Generalization for Neural Adaptive Video Streaming via Meta Reinforcement Learning. ACM Multimedia 2022: 3006-3016 - [c172]Shuangrui Ding, Rui Qian, Hongkai Xiong:
Dual Contrastive Learning for Spatio-temporal Representation. ACM Multimedia 2022: 5649-5658 - [c171]Xiaoxuan Fan, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Tensor Network-Based Entropy Coding For Learned Image Compression. PCS 2022: 235-239 - [c170]Wenxuan Gao, Chenglin Li, Haoran Lv, Wenrui Dai, Junni Zou, Hongkai Xiong, Xinlong Pan, Haipeng Wang:
Optimal Tile-Based Encoding for 360-Degree Video Streaming. PCS 2022: 295-299 - [c169]Yuang Deng, Yuhang Zhang, Wenrui Dai, Xiaopeng Zhang, Hongkai Xiong:
Weakly Supervised Region-Level Contrastive Learning for Efficient Object Detection. VCIP 2022: 1-5 - [i48]Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai:
All-optical graph representation learning using integrated diffractive photonic computing units. CoRR abs/2204.10978 (2022) - [i47]Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong:
Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks. CoRR abs/2204.11640 (2022) - [i46]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
LiftPool: Lifting-based Graph Pooling for Hierarchical Graph Representation Learning. CoRR abs/2204.12881 (2022) - [i45]Mingxing Xu, Chenglin Li, Wenrui Dai, Siheng Chen, Junni Zou, Pascal Frossard, Hongkai Xiong:
Hierarchical Spherical CNNs with Lifting-based Adaptive Wavelets for Pooling and Unpooling. CoRR abs/2205.15571 (2022) - [i44]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding for Mitigating Partial Stragglers in Distributed Learning. CoRR abs/2206.02450 (2022) - [i43]Haohang Xu, Shuangrui Ding, Xiaopeng Zhang, Hongkai Xiong, Qi Tian:
Masked Autoencoders are Robust Data Augmentors. CoRR abs/2206.04846 (2022) - [i42]Shuangrui Ding, Rui Qian, Hongkai Xiong:
Dual Contrastive Learning for Spatio-temporal Representation. CoRR abs/2207.05340 (2022) - [i41]Yabo Chen, Yuchen Liu, Dongsheng Jiang, Xiaopeng Zhang, Wenrui Dai, Hongkai Xiong, Qi Tian:
SdAE: Self-distillated Masked Autoencoder. CoRR abs/2208.00449 (2022) - [i40]Shuangrui Ding, Weidi Xie, Yabo Chen, Rui Qian, Xiaopeng Zhang, Hongkai Xiong, Qi Tian:
Motion-inductive Self-supervised Object Discovery in Videos. CoRR abs/2210.00221 (2022) - [i39]Zhuoqun Liu, Meiguang Jin, Ying Chen, Huaida Liu, Canqian Yang, Hongkai Xiong:
MFDNet: Towards Real-time Image Denoising On Mobile Devices. CoRR abs/2211.04687 (2022) - [i38]Ziyang Zheng, Zhengyang Duan, Hang Chen, Rui Yang, Sheng Gao, Haiou Zhang, Hongkai Xiong, Xing Lin:
Dual adaptive training of photonic neural networks. CoRR abs/2212.06141 (2022) - 2021
- [j75]Yuhui Xu, Lingxi Xie, Wenrui Dai, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Hongkai Xiong, Qi Tian:
Partially-Connected Neural Architecture Search for Reduced Computational Redundancy. IEEE Trans. Pattern Anal. Mach. Intell. 43(9): 2953-2970 (2021) - [j74]Kexin Tang, Nuowen Kan, Junni Zou, Chenglin Li, Xiao Fu, Mingyi Hong, Hongkai Xiong:
Multi-User Adaptive Video Delivery Over Wireless Networks: A Physical Layer Resource-Aware Deep Reinforcement Learning Approach. IEEE Trans. Circuits Syst. Video Technol. 31(2): 798-815 (2021) - [j73]Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Multi-Scale Structured Dictionary Learning for 3-D Point Cloud Attribute Compression. IEEE Trans. Circuits Syst. Video Technol. 31(7): 2792-2807 (2021) - [j72]Weiyao Lin, Yuxi Li, Hao Xiao, John See, Junni Zou, Hongkai Xiong, Jingdong Wang, Tao Mei:
Group Reidentification with Multigrained Matching and Integration. IEEE Trans. Cybern. 51(3): 1478-1492 (2021) - [j71]Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard:
Multiscale Representation Learning of Graph Data With Node Affinity. IEEE Trans. Signal Inf. Process. over Networks 7: 30-44 (2021) - [j70]Yangmei Shen, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Multi-Scale Graph Convolutional Network With Spectral Graph Wavelet Frame. IEEE Trans. Signal Inf. Process. over Networks 7: 595-610 (2021) - [j69]Shaohui Li, Wenrui Dai, Ziyang Zheng, Chenglin Li, Junni Zou, Hongkai Xiong:
Reversible Autoencoder: A CNN-Based Nonlinear Lifting Scheme for Image Reconstruction. IEEE Trans. Signal Process. 69: 3117-3131 (2021) - [c168]Feng Lin, Haohang Xu, Houqiang Li, Hongkai Xiong, Guo-Jun Qi:
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning. AAAI 2021: 8610-8617 - [c167]Hao Li, Xiaopeng Zhang, Hongkai Xiong:
Center-wise Local Image Mixture For Contrastive Representation Learning. BMVC 2021: 369 - [c166]Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Hierarchical Graph Networks for 3D Human Pose Estimation. BMVC 2021: 387 - [c165]Jiaqi Sun, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Compressive Sensing via Unfolded 𝓁1-constrained Convolutional Sparse Coding. DCC 2021: 183-192 - [c164]Jixiang Luo, Shaohui Li, Wenrui Dai, De Cheng, Gang Li, Chenglin Li, Junni Zou, Hongkai Xiong:
Lossless Compression for Video Streams with Frequency Prediction and Macro Block Merging. DCC 2021: 353 - [c163]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. GLOBECOM 2021: 1-6 - [c162]Lisha Wang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
QoE-Driven and Tile-Based Adaptive Streaming for Point Clouds. ICASSP 2021: 1930-1934 - [c161]Yaoming Wang, Yuchen Liu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learning Latent Architectural Distribution in Differentiable Neural Architecture Search via Variational Information Maximization. ICCV 2021: 12292-12301 - [c160]Ruoyu Sun, Hongkai Xiong:
Imitating What You Need: An Adaptive Framework for Detector Distillation. ICIG (1) 2021: 89-101 - [c159]Liang Yuan, Jixiang Luo, Shaohui Li, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Learned Image Compression with Channel-Wise Grouped Context Modeling. ICIP 2021: 2099-2103 - [c158]Yuankun Jiang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
Monotonic Robust Policy Optimization with Model Discrepancy. ICML 2021: 4951-4960 - [c157]Nuowen Kan, Chenglin Li, Caiyi Yang, Wenrui Dai, Junni Zou, Hongkai Xiong:
Uncertainty-aware robust adaptive video streaming with bayesian neural network and model predictive control. NOSSDAV 2021: 17-24 - [c156]Zerui Yang, Wen Fei, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Mixed-precision Quantization with Dynamical Hessian Matrix for Object Detection Network. VCIP 2021: 1-5 - [i37]Jing Jin, Hui Liu, Junhui Hou, Hongkai Xiong:
Light Field Reconstruction via Attention-Guided Deep Fusion of Hybrid Lenses. CoRR abs/2102.07085 (2021) - [i36]Bowen Shi, Xiaopeng Zhang, Haohang Xu, Wenrui Dai, Junni Zou, Hongkai Xiong, Qi Tian:
Multi-dataset Pretraining: A Unified Model for Semantic Segmentation. CoRR abs/2106.04121 (2021) - [i35]Xing Gao, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Message Passing in Graph Convolution Networks via Adaptive Filter Banks. CoRR abs/2106.09910 (2021) - [i34]Haohang Xu, Jiemin Fang, Xiaopeng Zhang, Lingxi Xie, Xinggang Wang, Wenrui Dai, Hongkai Xiong, Qi Tian:
Bag of Instances Aggregation Boosts Self-supervised Learning. CoRR abs/2107.01691 (2021) - [i33]Mingxing Xu, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong, Pascal Frossard:
Spectral Graph Convolutional Networks With Lifting-based Adaptive Graph Wavelets. CoRR abs/2108.01660 (2021) - [i32]Qi Wang, Ying Cui, Chenglin Li, Junni Zou, Hongkai Xiong:
Optimization-based Block Coordinate Gradient Coding. CoRR abs/2109.08933 (2021) - [i31]Han Li, Bowen Shi, Wenrui Dai, Yabo Chen, Botao Wang, Yu Sun, Min Guo, Chenglin Li, Junni Zou, Hongkai Xiong:
Hierarchical Graph Networks for 3D Human Pose Estimation. CoRR abs/2111.11927 (2021) - 2020
- [j68]Weiyao Lin, Xiaoyi He, Wenrui Dai, John See, Tushar Shankar Shinde, Hongkai Xiong, Lingyu Duan:
Key-Point Sequence Lossless Compression for Intelligent Video Analysis. IEEE Multim. 27(3): 12-22 (2020) - [j67]Junni Zou, Chenglin Li, Chengming Liu, Qin Yang, Hongkai Xiong, Eckehard G. Steinbach:
Probabilistic Tile Visibility-Based Server-Side Rate Adaptation for Adaptive 360-Degree Video Streaming. IEEE J. Sel. Top. Signal Process. 14(1): 161-176 (2020) - [j66]Weiyao Lin, Tushar Shankar Shinde, Wenrui Dai, Mingzhou Liu, Xiaoyi He, Anil Kumar Tiwari, Hongkai Xiong:
Adaptive lossless compression of skeleton sequences. Signal Process. Image Commun. 80 (2020) - [j65]Qi Wang, Ying Cui, Sian Jin, Junni Zou, Chenglin Li, Hongkai Xiong:
Optimization-Based Decentralized Coded Caching for Files and Caches With Arbitrary Sizes. IEEE Trans. Commun. 68(4): 2090-2105 (2020) - [j64]Yong Li, Wenrui Dai, Junni Zou, Hongkai Xiong, Yuan F. Zheng:
Scalable Structured Compressive Video Sampling With Hierarchical Subspace Learning. IEEE Trans. Circuits Syst. Video Technol. 30(10): 3528-3543 (2020) - [j63]Yuchen Zhang, Wenrui Dai, Mingxing Xu, Junni Zou, Xiaopeng Zhang, Hongkai Xiong:
Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis. IEEE Trans. Circuits Syst. Video Technol. 30(11): 4269-4283 (2020) - [j62]Xiaopeng Zhang, Yang Yang, Hongkai Xiong, Jiashi Feng:
PML-LocNet: Improving Object Localization With Prior-Induced Multi-View Learning Network. IEEE Trans. Image Process. 29: 2568-2582 (2020) - [j61]Yuhui Xu, Wenrui Dai, Yingyong Qi, Junni Zou, Hongkai Xiong:
Iterative Deep Neural Network Quantization With Lipschitz Constraint. IEEE Trans. Multim. 22(7): 1874-1888 (2020) - [j60]Weiyao Lin, Xiaoyi He, Xintong Han, Dong Liu, John See, Junni Zou, Hongkai Xiong, Feng Wu:
Partition-Aware Adaptive Switching Neural Networks for Post-Processing in HEVC. IEEE Trans. Multim. 22(11): 2749-2763 (2020) - [c155]Haohang Xu, Jin Li, Hongkai Xiong, Hui Lu:
FedMax: Enabling a Highly-Efficient Federated Learning Framework. CLOUD 2020: 426-434 - [c154]Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Guo-Jun Qi, Hongkai Xiong:
Rotation Equivariant Graph Convolutional Network for Spherical Image Classification. CVPR 2020: 4302-4311 - [c153]Jixiang Luo, Shaohui Li, Wenrui Dai, Yuhui Xu, De Cheng, Gang Li, Hongkai Xiong:
Noise-to-Compression Variational Autoencoder for Efficient End-to-End Optimized Image Coding. DCC 2020: 33-42 - [c152]Shaohui Li, Ziyang Zheng, Wenrui Dai, Junni Zou, Hongkai Xiong:
REV-AE: A Learned Frame Set for Image Reconstruction. ICASSP 2020: 1823-1827 - [c151]Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong:
Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation. ICIP 2020: 1491-1495 - [c150]Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong:
PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search. ICLR 2020 - [c149]Shanghong Wang, Wenrui Dai, Mingxing Xu, Chenglin Li, Junni Zou, Hongkai Xiong:
Structure-Aware Graph Construction For Point Cloud Segmentation With Graph Convolutional Networks. ICME 2020: 1-6 - [c148]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
TRP: Trained Rank Pruning for Efficient Deep Neural Networks. IJCAI 2020: 977-983 - [c147]Yaoming Wang, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
SI-VDNAS: Semi-Implicit Variational Dropout for Hierarchical One-shot Neural Architecture Search. IJCAI 2020: 2088-2095 - [c146]Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong:
FedExg: Federated Learning with Model Exchange. ISCAS 2020: 1-5 - [c145]Ziyang Zheng, Shanghong Wang, Shaohui Li, Wenrui Dai, Junni Zou, Feifei Li, Hongkai Xiong:
DSCR-Net: A Diffractive Sensing and Complex-Valued Reconstruction Network for Compressive Sensing. ISCAS 2020: 1-5 - [c144]Haoran Lv, Qin Yang, Chenglin Li, Wenrui Dai, Junni Zou, Hongkai Xiong:
SalGCN: Saliency Prediction for 360-Degree Images Based on Spherical Graph Convolutional Networks. ACM Multimedia 2020: 682-690 - [c143]Chongxin Li, Jixiang Luo, Wenrui Dai, Chenglin Li, Junni Zou, Hongkai Xiong:
Spatial-Channel Context-Based Entropy Modeling for End-to-end Optimized Image Compression. VCIP 2020: 222-225 - [c142]Hao Li, Xiaopeng Zhang, Qi Tian, Hongkai Xiong:
Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition. VCIP 2020: 243-246 - [i30]Mingxing Xu, Wenrui Dai, Chunmiao Liu, Xing Gao, Weiyao Lin, Guo-Jun Qi, Hongkai Xiong:
Spatial-Temporal Transformer Networks for Traffic Flow Forecasting. CoRR abs/2001.02908 (2020) - [i29]Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Bowen Shi, Qi Tian, Hongkai Xiong:
Latency-Aware Differentiable Neural Architecture Search. CoRR abs/2001.06392 (2020) - [i28]Hao Li, Xiaopeng Zhang, Hongkai Xiong, Qi Tian:
Attribute Mix: Semantic Data Augmentation for Fine Grained Recognition. CoRR abs/2004.02684 (2020) - [i27]Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong:
TRP: Trained Rank Pruning for Efficient Deep Neural Networks. CoRR abs/2004.14566 (2020) - [i26]Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah:
Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events. CoRR abs/2005.04490 (2020) - [i25]Xing Gao, Wenrui Dai, Chenglin Li, Hongkai Xiong, Pascal Frossard:
Graph Pooling with Node Proximity for Hierarchical Representation Learning. CoRR abs/2006.11118 (2020) - [i24]Ruoyu Sun, Fuhui Tang, Xiaopeng Zhang, Hongkai Xiong, Qi Tian:
Distilling Object Detectors with Task Adaptive Regularization. CoRR abs/2006.13108 (2020) - [i23]Haohang Xu, Hongkai Xiong, Guo-Jun Qi:
K-Shot Contrastive Learning of Visual Features with Multiple Instance Augmentations. CoRR abs/2007.13310 (2020) - [i22]Weiyao Lin, Xiaoyi He, Wenrui Dai, John See, Tushar Shankar Shinde, Hongkai Xiong, Lingyu Duan:
Key-Point Sequence Lossless Compression for Intelligent Video Analysis. CoRR abs/2009.04646 (2020) - [i21]