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ORCIDCoRR, September 2021
- Federico Landi, Lorenzo Baraldi, Marcella Cornia, Rita Cucchiara:
Working Memory Connections for LSTM.
- Samantha D'Alonzo, Max Tegmark:
Machine-Learning media bias. - Jéssica Rodrigues da Silva, Helena de Medeiros Caseli:
Sense representations for Portuguese: experiments with sense embeddings and deep neural language models. - Daniella Bar-Lev, Itai Orr, Omer Sabary, Tuvi Etzion, Eitan Yaakobi:
Deep DNA Storage: Scalable and Robust DNA Storage via Coding Theory and Deep Learning. - Roman Shapovalov, David Novotný, Benjamin Graham, Patrick Labatut, Andrea Vedaldi:
DensePose 3D: Lifting Canonical Surface Maps of Articulated Objects to the Third Dimension. - Matjaz Krnc, Nevena Pivac:
Graphs where Search Methods are Indistinguishable. - Mees van de Kerkhof, Irina Kostitsyna, Maarten Löffler:
Embedding Ray Intersection Graphs and Global Curve Simplification. - Vinicius dos Santos, Anderson Yoshiaki Iwazaki, Katia Romero Felizardo, Érica Ferreira de Souza, Elisa Yumi Nakagawa:
Towards Sustainability of Systematic Literature Reviews. - Ivan Montero, Nikolaos Pappas, Noah A. Smith:
Sentence Bottleneck Autoencoders from Transformer Language Models. - Guangyu Du, Lei Dong, Fabio Duarte, Carlo Ratti:
Wanderlust: 3D Impressionism in Human Journeys. - Alec J. Linot, Michael D. Graham:
Data-Driven Reduced-Order Modeling of Spatiotemporal Chaos with Neural Ordinary Differential Equations. - Negar Arabzadeh, Alexandra Vtyurina, Xinyi Yan, Charles L. A. Clarke:
Shallow pooling for sparse labels. - Maxine Major, Brian Souza, Joseph DiVita, Kimberly Ferguson-Walter:
Informing Autonomous Deception Systems with Cyber Expert Performance Data. - Olivia Eriksson, Andrei Kramer, Federica Milinanni, Pierre Nyquist:
Sensitivity Approximation by the Peano-Baker Series. - Chantal Mutimukwe
, Jean Damascene Twizeyimana, Olga Viberg:
Students' Information Privacy Concerns in Learning Analytics: Towards a Model Development. - Ulrich A. Brodowsky, Stefan Hougardy, Xianghui Zhong:
The Approximation Ratio of the k-Opt Heuristic for the Euclidean Traveling Salesman Problem. - Soumyendu Sarkar:
Effectiveness of Deep Networks in NLP using BiDAF as an example architecture. - Xingdi Yuan:
Interactive Machine Comprehension with Dynamic Knowledge Graphs. - Nathaniel Kell, Kevin Sun:
Primal-Dual Algorithms for Indivisible Concave Allocation with Bounded Local Curvature. - Jan Kopanski, Krzysztof Rzadca:
Plan-based Job Scheduling for Supercomputers with Shared Burst Buffers. - Alexey Svyatkovskiy, Todd Mytkowicz, Negar Ghorbani, Sarah Fakhoury, Elizabeth Dinella, Christian Bird, Neel Sundaresan, Shuvendu K. Lahiri:
MergeBERT: Program Merge Conflict Resolution via Neural Transformers. - Tuhin Chakrabarty, Yejin Choi, Vered Shwartz:
It's not Rocket Science : Interpreting Figurative Language in Narratives. - Ido Ben-Yair, Gil Ben Shalom, Moshe Eliasof, Eran Treister:
Quantized convolutional neural networks through the lens of partial differential equations. - Tobias Fischer:
Bio-inspired robot perception coupled with robot-modeled human perception. - Youssef Elkharaz, Saad Motahhir, Abdelaziz El Ghzizal:
Comparison between autosar platforms with functional safety for automotive software architectures. - Snehalkumar (Neil) S. Gaikwad, Shankar Iyer, Dalton D. Lunga, Elizabeth Bondi:
Proceedings of KDD 2021 Workshop on Data-driven Humanitarian Mapping: Harnessing Human-Machine Intelligence for High-Stake Public Policy and Resilience Planning. - Maria Kalantzi, George Karypis:
Position-based Hash Embeddings For Scaling Graph Neural Networks. - Madhurananda Pahar, Igor D. S. Miranda, Andreas H. Diacon, Thomas Niesler:
Automatic non-invasive Cough Detection based on Accelerometer and Audio Signals. - Ramin Nateghi, Fattaneh Pourakpour:
Two-step Domain Adaptation for Mitosis Cell Detection in Histopathology Images. - Kunhao Zheng, Jesse Michael Han, Stanislas Polu:
MiniF2F: a cross-system benchmark for formal Olympiad-level mathematics. - Eric-Tuan Lê, Minhyuk Sung, Duygu Ceylan, Radomír Mech, Tamy Boubekeur, Niloy J. Mitra:
CPFN: Cascaded Primitive Fitting Networks for High-Resolution Point Clouds. - Keumgang Cha, Junghoon Seo, Yeji Choi:
Contrastive Multiview Coding with Electro-optics for SAR Semantic Segmentation. - Zhiyu Chen, Wenhu Chen, Charese Smiley, Sameena Shah, Iana Borova, Dylan Langdon, Reema Moussa, Matt Beane, Ting-Hao Huang, Bryan R. Routledge, William Yang Wang:
FinQA: A Dataset of Numerical Reasoning over Financial Data. - Yexin Duan, Jialin Chen, Xingyu Zhou, Junhua Zou, Zhengyun He, Wu Zhang, Zhisong Pan:
DPA: Learning Robust Physical Adversarial Camouflages for Object Detectors. - Qipin Chen, Wenrui Hao, Juncai He:
A Weight Initialization Based on the Linear Product Structure for Neural Networks. - Mohammadamin Atashi, Mohammad Salimibeni, Arash Mohammadi:
Online Dynamic Window (ODW) Assisted Two-stage LSTM Frameworks for Indoor Localization. - Mark K. Ho, Thomas L. Griffiths:
Cognitive science as a source of forward and inverse models of human decisions for robotics and control. - Yuanyi Sun, Sencun Zhu, Yao Zhao, Pengfei Sun:
Let Your Camera See for You: A Novel Two-Factor Authentication Method against Real-Time Phishing Attacks. - Zeyu Ding, Shogo Yoshida, Toby Chong, Tsukasa Fukusato, Takuma Torii, Haoran Xie:
AugLimb: Compact Robotic Limb for Human Augmentation. - Gongsheng Yuan, Jiaheng Lu, Peifeng Su:
Quantum-Inspired Keyword Search on Multi-Model Databases. - Gongsheng Yuan, Jiaheng Lu:
MORTAL: A Tool of Automatically Designing Relational Storage Schemas for Multi-model Data through Reinforcement Learning. - Pete Florence, Corey Lynch, Andy Zeng, Oscar Ramirez, Ayzaan Wahid, Laura Downs, Adrian Wong, Johnny Lee, Igor Mordatch, Jonathan Tompson:
Implicit Behavioral Cloning. - Fengbin Zhang, Haoyi Fan, Ruidong Wang, Zuoyong Li, Tiancai Liang:
Deep Dual Support Vector Data Description for Anomaly Detection on Attributed Networks. - Gongsheng Yuan, Jiaheng Lu, Shuxun Zhang, Zhengtong Yan:
Storing Multi-model Data in RDBMSs based on Reinforcement Learning. - Ozgenur Kavas-Torris, Sukru Yaren Gelbal, Mustafa Ridvan Cantas, Bilin Aksun Güvenç, Levent Güvenç:
V2X Communication Between Connected and Automated Vehicles (CAVs) and Unmanned Aerial Vehicles (UAVs). - Keran Ye, Konstantinos Karydis:
Modeling and Trajectory Optimization for Standing Long Jumping of a Quadruped with A Preloaded Elastic Prismatic Spine. - Sean M. Hendryx, Dharma Raj KC, Bradley Walls, Clayton T. Morrison:
Federated Reconnaissance: Efficient, Distributed, Class-Incremental Learning. - Yujing Chen, Zheng Chai, Yue Cheng, Huzefa Rangwala:
Asynchronous Federated Learning for Sensor Data with Concept Drift. - Baihua Shi, Qijuan Jie, Feng Shu, Zhihong Zhuang, Siling Feng, Yijin Zhang, Jiangzhou Wang:
DOA Estimation Using Massive Receive MIMO: Basic Principles, Key Techniques, Performance Analysis, and Applications. - Susan Amin, Maziar Gomrokchi, Harsh Satija, Herke van Hoof, Doina Precup:
A Survey of Exploration Methods in Reinforcement Learning. - Sean Y. Hon, Haizhao Yang:
Simultaneous Neural Network Approximations in Sobolev Spaces. - Hui Guo, Shu Hu, Xin Wang, Ming-Ching Chang, Siwei Lyu:
Eyes Tell All: Irregular Pupil Shapes Reveal GAN-generated Faces. - Xinyu Lu, Jipeng Qiang, Yun Li, Yunhao Yuan, Yi Zhu:
An Unsupervised Method for Building Sentence Simplification Corpora in Multiple Languages. - Tianli Zhao, Qinghao Hu, Xiangyu He, Weixiang Xu, Jiaxing Wang, Cong Leng, Jian Cheng:
Architecture Aware Latency Constrained Sparse Neural Networks. - Biyang Guo, Songqiao Han, Hailiang Huang:
What Have Been Learned & What Should Be Learned? An Empirical Study of How to Selectively Augment Text for Classification. - Yongfeng Zhang:
Problem Learning: Towards the Free Will of Machines. - Siyuan Huang, Yichen Xie, Song-Chun Zhu, Yixin Zhu:
Spatio-temporal Self-Supervised Representation Learning for 3D Point Clouds. - Chenyang Le, Jiebin Yan, Yuming Fang, Kede Ma:
Perceptually Optimized Deep High-Dynamic-Range Image Tone Mapping. - Hang Li, Yu Kang, Tianqiao Liu, Wenbiao Ding, Zitao Liu:
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations. - Haiping Wang, Yuan Liu, Zhen Dong, Wenping Wang, Bisheng Yang:
You Only Hypothesize Once: Point Cloud Registration with Rotation-equivariant Descriptors. - Marcus A. Pereira, Camilo A. Duarte, Ioannis Exarchos, Evangelos A. Theodorou:
Deep L1 Stochastic Optimal Control Policies for Planetary Soft-landing. - Liyan Xu, Jinho D. Choi:
Adapted End-to-End Coreference Resolution System for Anaphoric Identities in Dialogues. - Nyoungwoo Lee, ChaeHun Park, Ho-Jin Choi:
Evaluating Predictive Uncertainty under Distributional Shift on Dialogue Dataset. - Anuj Dubey, Rosario Cammarota, Vikram B. Suresh, Aydin Aysu:
Guarding Machine Learning Hardware Against Physical Side-Channel Attacks. - Juncai He, Lin Li, Jinchao Xu:
Approximation Properties of Deep ReLU CNNs. - Liyan Xu, Xuchao Zhang, Xujiang Zhao, Haifeng Chen, Feng Chen, Jinho D. Choi:
Boosting Cross-Lingual Transfer via Self-Learning with Uncertainty Estimation. - Zhenge Zhao, Danilo Motta, Matthew Berger, Joshua A. Levine, Ismail B. Kuzucu, Robert B. Fleischman, Afonso Paiva, Carlos Scheidegger:
STFT-LDA: An Algorithm to Facilitate the Visual Analysis of Building Seismic Responses. - Benzar Glen Grepon, Niño T. Baran, Kenn Migan Vincent C. Gumonan, Aldwin Lester M. Martinez, Mona Liel E. Lacsa:
Designing and Implementing e-School Systems: An Information Systems Approach to School Management of a Community College in Northern Mindanao, Philippines. - Jennifer D'Souza, Sören Auer:
Pattern-based Acquisition of Scientific Entities from Scholarly Article Titles. - Ziqi Chai, Xiaoyu Shi, Yan Zhou, Zhenhua Xiong:
A real-time global re-localization framework for 3D LiDAR SLAM. - Chongsheng Zhang, Paolo Soda, Jingjun Bi, Gaojuan Fan, George Almpanidis, Salvador Garcia:
An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification. - Joo Hun Yoo, Hyejun Jeong, Jaehyeok Lee, Tai-Myoung Chung:
Federated Learning: Issues in Medical Application. - Pankaj Mishra, Ahmed Moustafa, Takayuki Ito:
Fairness based Multi-Preference Resource Allocation in Decentralised Open Markets. - Ze Huang, Songzhi Su, Henry Zhang, Kevin Li Sun:
EventPoint: Self-Supervised Local Descriptor Learning for Event Cameras. - Yichao Yan, Jinpeng Li, Jie Qin, Shengcai Liao, Xiaokang Yang:
Efficient Person Search: An Anchor-Free Approach. - Haotong Qin, Yifu Ding, Xiangguo Zhang, Aoyu Li, Jiakai Wang, Xianglong Liu, Jiwen Lu:
Diverse Sample Generation: Pushing the Limit of Data-free Quantization. - Hao Tang, Guoshuai Zhao, Yuxia Wu, Xueming Qian:
Multi-Sample based Contrastive Loss for Top-k Recommendation. - Zhenqiang Li, Weimin Wang, Zuoyue Li, Yifei Huang, Yoichi Sato:
Spatio-Temporal Perturbations for Video Attribution. - MaungMaung AprilPyone, Hitoshi Kiya:
A Protection Method of Trained CNN Model Using Feature Maps Transformed With Secret Key From Unauthorized Access. - Bharathi Raja Chakravarthi, Ruba Priyadharshini, Rahul Ponnusamy, Prasanna Kumar Kumaresan, Kayalvizhi Sampath, Durairaj Thenmozhi, Sathiyaraj Thangasamy, Rajendran Nallathambi, John Philip McCrae:
Dataset for Identification of Homophobia and Transophobia in Multilingual YouTube Comments. - Zhiqiang Tyler Qi, Adrián Lahuerta-Lavieja, Jingya Li, Keerthi Kumar Nagalapur:
Deployable Networks for Public Safety in 5G and Beyond: A Coverage and Interference Study. - Pengcheng Xia, Haoyu Wang, Bingyu Gao, Weihang Su, Zhou Yu, Xiapu Luo, Chao Zhang, Xusheng Xiao, Guoai Xu:
Demystifying Scam Tokens on Uniswap Decentralized Exchange. - Yusaku Mizobuchi, Daichi Kitamura, Tomohiko Nakamura, Hiroshi Saruwatari, Yu Takahashi, Kazunobu Kondo:
Prior Distribution Design for Music Bleeding-Sound Reduction Based on Nonnegative Matrix Factorization. - Michael Kommenda, Andreas Beham, Michael Affenzeller, Gabriel Kronberger:
Complexity Measures for Multi-objective Symbolic Regression. - Paolo Tirotta, Stefano Lodi:
OptAGAN: Entropy-based finetuning on text VAE-GAN. - He Liu, Tao Wang, Yidong Li, Congyan Lang, Yi Jin, Haibin Ling:
Joint Graph Learning and Matching for Semantic Feature Correspondence. - Pudong Ge, Fei Teng, Charalambos Konstantinou, Shiyan Hu:
A Resilience-Oriented Centralised-to-Decentralised Framework for Networked Microgrids Management. - Jixiang Zhang, Yinfei Xu:
On Age of Information for Discrete Time Status Updating System With Ber/G/1/1 Queues. - Nuri Benbarka, Timon Höfer, Hamd ul Moqeet Riaz, Andreas Zell:
Seeing Implicit Neural Representations as Fourier Series. - Liang Wang, Wei Zhao, Jingming Liu:
Aligning Cross-lingual Sentence Representations with Dual Momentum Contrast. - Tapan K. Sengupta, V. K. Suman, Prasannabalaji Sundaram, Aditi Sengupta:
Analysis of pseudo-spectral methods used for numerical simulation of turbulence. - Lingmei Bu, Li Chen, Yongmei Lu, Zhonghua Yu:
Extracting all Aspect-polarity Pairs Jointly in a Text with Relation Extraction Approach. - Chang Sun, Serge Richard, Takemasa Miyoshi:
Agent-based model and data assimilation: Analysis of COVID-19 in Tokyo. - Shenghua Hu, Jing Wang, Yujun Wang, Lidong Yang, Wenjing Yang:
A Separable Temporal Convolution Neural Network with Attention for Small-Footprint Keyword Spotting. - Andong Li, Wenzhe Liu, Chengshi Zheng, Xiaodong Li:
Embedding and Beamforming: All-neural Causal Beamformer for Multichannel Speech Enhancement. - Ibrahim M. Alabdulmohsin, Hartmut Maennel, Daniel Keysers:
The Impact of Reinitialization on Generalization in Convolutional Neural Networks. - Pierre Marion, Pawel Krzysztof Nowak, Francesco Piccinno:
Structured Context and High-Coverage Grammar for Conversational Question Answering over Knowledge Graphs. - Yimin Fan, Yaobo Liang, Alexandre Muzio, Hany Hassan, Houqiang Li, Ming Zhou, Nan Duan:
Discovering Representation Sprachbund For Multilingual Pre-Training. - Pietro Liguori, Erfan Al-Hossami, Vittorio Orbinato, Roberto Natella, Samira Shaikh, Domenico Cotroneo, Bojan Cukic:
EVIL: Exploiting Software via Natural Language. - Jean-François Bonastre, Héctor Delgado, Nicholas W. D. Evans, Tomi Kinnunen, Kong Aik Lee, Xuechen Liu, Andreas Nautsch, Paul-Gauthier Noé, Jose Patino, Md. Sahidullah, Brij Mohan Lal Srivastava, Massimiliano Todisco, Natalia A. Tomashenko, Emmanuel Vincent, Xin Wang, Junichi Yamagishi:
Benchmarking and challenges in security and privacy for voice biometrics. - Elias Alevizos, Alexander Artikis, Georgios Paliouras:
Complex Event Forecasting with Prediction Suffix Trees: Extended Technical Report. - Siang-Yun Lee, Heinz Riener, Giovanni De Micheli:
Irredundant Buffer and Splitter Insertion and Scheduling-Based Optimization for AQFP Circuits. - Martin Haug, Felix Lorenz, Lauritz Thamsen:
GRAL: Localization of Floating Wireless Sensors in Pipe Networks. - Omid Shokrollahi, Niloofar Hashemi, Mohammad Dehghani:
Discourse Analysis of Covid-19 in Persian Twitter Social Networks Using Graph Mining and Natural Language Processing. - Huaxun Huang, Ming Wen, Lili Wei, Yepang Liu, Shing-Chi Cheung:
Characterizing and Detecting Configuration Compatibility Issues in Android Apps. - Pedro Henrique Martins, Zita Marinho, André F. T. Martins:
∞-former: Infinite Memory Transformer. - Quyu Kong, Emily Booth, Francesco Bailo, Amelia Johns, Marian-Andrei Rizoiu:
Slipping to the Extreme: A Mixed Method to Explain How Extreme Opinions Infiltrate Online Discussions. - Daniel Westerman Spier, Eduardo Prieto-Araujo, Oriol Gomis-Bellmunt, Joaquim López-Mestre:
Analytic estimation of the MMC sub-module capacitor voltage ripple for balanced and unbalanced AC grid conditions. - Tsubasa Shoshi, Takuma Ishikawa, Naoki Kobayashi, Ken Sakayori, Ryosuke Sato, Takeshi Tsukada:
Termination Analysis for the π-Calculus by Reduction to Sequential Program Termination. - Lun Luo, Si-Yuan Cao, Bin Han, Hui-Liang Shen, Junwei Li:
BVMatch: Lidar-based Place Recognition Using Bird's-eye View Images. - Jeroen Paul Spaans:
Intrinsic Argument Strength in Structured Argumentation: a Principled Approach. - Shangbei Wang:
Concurrent matching logic. - Shuai Ma, Yunqi Zhang, Hang Li, Junchang Sun, Jia Shi, Han Zhang, Chao Shen, Shiyin Li:
Covert Beamforming Design for Intelligent Reflecting Surface Assisted IoT Networks. - Taeyeop Lee, Byeong-Uk Lee, Myungchul Kim, In So Kweon:
Category-Level Metric Scale Object Shape and Pose Estimation. - Xiaomeng Xin, Yiran Zhong, Yunzhong Hou, Jinjun Wang, Liang Zheng:
Memory-Free Generative Replay For Class-Incremental Learning. - Arsha Sherly, Wolfgang Bock:
Multipatch ZIKV Model and Simulations. - Liyan Chen, Samuel Cheng, Vladimir Stankovic, Lina Stankovic:
How likely is a random graph shift-enabled? - Viswa Narayanan Sankaranarayanan:
Adaptive Controllers for Quadrotors Carrying Unknown Payloads. - Isabel Segura-Bedmar, David Camino-Perdonas, Sara Guerrero-Aspizua:
Exploring deep learning methods for recognizing rare diseases and their clinical manifestations from texts. - Shiva Oswal:
The Popularity-Homophily Index: A new way to measure Homophily in Directed Graphs. - Bingcheng Zhu, Zaichen Zhang, Julian Cheng, Lei Wang, Jian Dang, Liang Wu:
Outage Analysis and Beamwidth Optimization for Positioning-Assisted Beamforming. - Evan Calabrese, Javier E. Villanueva-Meyer, Jeffrey D. Rudie, Andreas M. Rauschecker, Ujjwal Baid, Spyridon Bakas, John Mongan, Christopher Hess, Soonmee Cha:
The University of California San Francisco Preoperative Diffuse Glioma (UCSF-PDGM) MRI Dataset. - Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li:
ConRPG: Paraphrase Generation using Contexts as Regularizer. - Ruihong Qiu, Zi Huang, Hongzhi Yin:
Memory Augmented Multi-Instance Contrastive Predictive Coding for Sequential Recommendation. - Shadab Mahboob, Koushik Kar, Jacob Chakareski:
Decentralized Collaborative Video Caching in 5G Small-Cell Base Station Cellular Networks. - Zhenchao Jin, Dongdong Yu, Kai Su, Zehuan Yuan, Changhu Wang:
Memory Based Video Scene Parsing.