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A Novel Automatic Modulation Classification Scheme Based on Multi-Scale Networks


May 31, 2021
Hao Zhang, Fuhui Zhou, Qihui Wu, Wei Wu, Rose Qingyang Hu


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Parallel Attention Network with Sequence Matching for Video Grounding


May 18, 2021
Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

* 15 pages, 10 figures, 7 tables, Findings at ACL 2021 

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Video Corpus Moment Retrieval with Contrastive Learning


May 13, 2021
Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

* 11 pages, 7 figures and 6 tables. Accepted by SIGIR 2021 

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Understanding Deep MIMO Detection


May 11, 2021
Qiang Hu, Feifei Gao, Hao Zhang, Geoffrey Y. Li, Zongben Xu


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Contrastive Conditional Transport for Representation Learning


May 08, 2021
Huangjie Zheng, Xu Chen, Jiangchao Yao, Hongxia Yang, Chunyuan Li, Ya Zhang, Hao Zhang, Ivor Tsang, Jingren Zhou, Mingyuan Zhou


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CAPRI-Net: Learning Compact CAD Shapes with Adaptive Primitive Assembly


Apr 12, 2021
Fenggen Yu, Zhiqin Chen, Manyi Li, Aditya Sanghi, Hooman Shayani, Ali Mahdavi-Amiri, Hao Zhang


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RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes


Apr 09, 2021
Jiongchao Jin, Arezou Fatemi, Wallace Lira, Fenggen Yu, Biao Leng, Rui Ma, Ali Mahdavi-Amiri, Hao Zhang

* 14 pages, 15 figures 

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Analyzing and Quantifying Generalization in Convolutional Neural Networks


Apr 02, 2021
Yang Zhao, Hao Zhang

* iccv submission 

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Learning Multiscale Correlations for Human Motion Prediction


Mar 19, 2021
Honghong Zhou, Caili Guo, Hao Zhang, Yanjun Wang

* The paper has submitted to IEEE ICDL 2021, The codes will be available after the paper was accepted 

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Quantitative Effectiveness Assessment and Role Categorization of Individual Units in Convolutional Neural Networks


Mar 17, 2021
Yang Zhao, Hao Zhang

* ICML submission 

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Memory-Efficient Network for Large-scale Video Compressive Sensing


Mar 05, 2021
Ziheng Cheng, Bo Chen, Guanliang Liu, Hao Zhang, Ruiying Lu, Zhengjue Wang, Xin Yuan


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Multi-Channel and Multi-Microphone Acoustic Echo Cancellation Using A Deep Learning Based Approach


Mar 03, 2021
Hao Zhang, DeLiang Wang


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MetaSCI: Scalable and Adaptive Reconstruction for Video Compressive Sensing


Mar 02, 2021
Zhengjue Wang, Hao Zhang, Ziheng Cheng, Bo Chen, Xin Yuan

* 12 pages, 6 figures, CVPR 2021 

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Natural Language Video Localization: A Revisit in Span-based Question Answering Framework


Mar 02, 2021
Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh

* IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021 
* 15 pages, 18 figures, and 10 tables. Accepted by IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI). arXiv admin note: substantial text overlap with arXiv:2004.13931 

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TeraPipe: Token-Level Pipeline Parallelism for Training Large-Scale Language Models


Feb 16, 2021
Zhuohan Li, Siyuan Zhuang, Shiyuan Guo, Danyang Zhuo, Hao Zhang, Dawn Song, Ion Stoica


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Data Association Between Perception and V2V Communication Sensors


Jan 20, 2021
Mustafa Ridvan Cantas, Arpita Chand, Hao Zhang, Gopi Chandra Surnilla, Levent Guvenc


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Reinforcement Learning for Flexibility Design Problems


Jan 18, 2021
Yehua Wei, Lei Zhang, Ruiyi Zhang, Shijing Si, Hao Zhang, Lawrence Carin


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Robot Adaptation for Generating Consistent Navigational Behaviors over Unstructured Off-Road Terrain


Jan 01, 2021
Sriram Siva, Maggie Wigness, John G. Rogers, Hao Zhang

* 6 pages, 6 figures, Submitted to ICRA21 

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An Embarrassingly Simple Model for Dialogue Relation Extraction


Dec 27, 2020
Fuzhao Xue, Aixin Sun, Hao Zhang, Eng Siong Chng


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D$^2$IM-Net: Learning Detail Disentangled Implicit Fields from Single Images


Dec 17, 2020
Manyi Li, Hao Zhang


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Roof-GAN: Learning to Generate Roof Geometry and Relations for Residential Houses


Dec 17, 2020
Yiming Qian, Hao Zhang, Yasutaka Furukawa


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Game Theoretic Decentralized and Communication-Free Multi-Robot Navigation


Dec 17, 2020
Brian Reily, Terran Mott, Hao Zhang


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Adaptation to Team Composition Changes for Heterogeneous Multi-Robot Sensor Coverage


Dec 17, 2020
Brian Reily, Terran Mott, Hao Zhang


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Team Assignment for Heterogeneous Multi-Robot Sensor Coverage through Graph Representation Learning


Dec 17, 2020
Brian Reily, Hao Zhang


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Simultaneous View and Feature Selection for Collaborative Multi-Robot Recognition


Dec 17, 2020
Brian Reily, Hao Zhang


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DECOR-GAN: 3D Shape Detailization by Conditional Refinement


Dec 16, 2020
Zhiqin Chen, Vladimir Kim, Matthew Fisher, Noam Aigerman, Hao Zhang, Siddhartha Chaudhuri

* Paper and supplementary material. User interface demo video: https://youtu.be/xIQ0aslpn8g 

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Unsupervised Image Segmentation using Mutual Mean-Teaching


Dec 16, 2020
Zhichao Wu, Lei Guo, Hao Zhang, Dan Xu

* 5 figures, 9 pages 

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