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Few-shot Action Recognition with Prototype-centered Attentive Learning

Jan 20, 2021
Xiatian Zhu, Antoine Toisoul, Juan-Manuel Prez-Ra, Li Zhang, Brais Martinez, Tao Xiang

* 10 pages, 4 figures 

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Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

Dec 31, 2020
Sixiao Zheng, Jiachen Lu, Hengshuang Zhao, Xiatian Zhu, Zekun Luo, Yabiao Wang, Yanwei Fu, Jianfeng Feng, Tao Xiang, Philip H. S. Torr, Li Zhang

* project page at https://fudan-zvg.github.io/SETR/ 

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Unifying Homophily and Heterophily Network Transformation via Motifs

Dec 27, 2020
Yan Ge, Jun Ma, Li Zhang, Haiping Lu

* 10 Pages 

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Hop-Hop Relation-aware Graph Neural Networks

Dec 21, 2020
Li Zhang, Yan Ge, Haiping Lu


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A Systematic Literature Review on Federated Learning: From A Model Quality Perspective

Dec 01, 2020
Yi Liu, Li Zhang, Ning Ge, Guanghao Li


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Boundary-sensitive Pre-training for Temporal Localization in Videos

Nov 24, 2020
Mengmeng Xu, Juan-Manuel Perez-Rua, Victor Escorcia, Brais Martinez, Xiatian Zhu, Li Zhang, Bernard Ghanem, Tao Xiang

* 11 pages, 4 figures 

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Direct Classification of Emotional Intensity

Nov 15, 2020
Jacob Ouyang, Isaac R Galatzer-Levy, Vidya Koesmahargyo, Li Zhang

* 7 pages, 6 figures 

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Towards Efficient Scene Understanding via Squeeze Reasoning

Nov 06, 2020
Xiangtai Li, Xia Li, Ansheng You, Li Zhang, Guangliang Cheng, Kuiyuan Yang, Yunhai Tong, Zhouchen Lin


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Depth Guided Adaptive Meta-Fusion Network for Few-shot Video Recognition

Oct 20, 2020
Yuqian Fu, Li Zhang, Junke Wang, Yanwei Fu, Yu-Gang Jiang

* accepted by ACM Multimedia 2020 

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LID 2020: The Learning from Imperfect Data Challenge Results

Oct 17, 2020
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He

* Summary of the 2nd Learning from Imperfect Data Workshop in conjunction with CVPR 2020 

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Towards Optimal Filter Pruning with Balanced Performance and Pruning Speed

Oct 14, 2020
Dong Li, Sitong Chen, Xudong Liu, Yunda Sun, Li Zhang


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Holistic Grid Fusion Based Stop Line Estimation

Sep 18, 2020
Runsheng Xu, Faezeh Tafazzoli, Li Zhang, Timo Rehfeld, Gunther Krehl, Arunava Seal

* Submitted to ICPR2020 

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Small but Mighty: New Benchmarks for Split and Rephrase

Sep 17, 2020
Li Zhang, Huaiyu Zhu, Siddhartha Brahma, Yunyao Li

* In EMNLP 2020 

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Reasoning about Goals, Steps, and Temporal Ordering with WikiHow

Sep 16, 2020
Qing Lyu, Li Zhang, Chris Callison-Burch

* In EMNLP 2020 

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Intent Detection with WikiHow

Sep 12, 2020
Li Zhang, Qing Lyu, Chris Callison-Burch

* In AACL-IJCNLP 2020 

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Dual-constrained Deep Semi-Supervised Coupled Factorization Network with Enriched Prior

Sep 08, 2020
Yan Zhang, Zhao Zhang, Yang Wang, Zheng Zhang, Li Zhang, Shuicheng Yan, Meng Wang


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Spatial Language Representation with Multi-Level Geocoding

Aug 21, 2020
Sayali Kulkarni, Shailee Jain, Mohammad Javad Hosseini, Jason Baldridge, Eugene Ie, Li Zhang


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Zero-Shot Heterogeneous Transfer Learning from Recommender Systems to Cold-Start Search Retrieval

Aug 19, 2020
Tao Wu, Ellie Ka-In Chio, Heng-Tze Cheng, Yu Du, Steffen Rendle, Dima Kuzmin, Ritesh Agarwal, Li Zhang, John Anderson, Sarvjeet Singh, Tushar Chandra, Ed H. Chi, Wen Li, Ankit Kumar, Xiang Ma, Alex Soares, Nitin Jindal, Pei Cao

* Accepted at CIKM 2020 

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Improving Semantic Segmentation via Decoupled Body and Edge Supervision

Aug 18, 2020
Xiangtai Li, Xia Li, Li Zhang, Guangliang Cheng, Jianping Shi, Zhouchen Lin, Shaohua Tan, Yunhai Tong

* accepted by ECCV 2020 

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Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation

Aug 17, 2020
Filippo Aleotti, Fabio Tosi, Li Zhang, Matteo Poggi, Stefano Mattoccia

* ECCV 2020 

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Learning-based Computer-aided Prescription Model for Parkinson's Disease: A Data-driven Perspective

Jul 31, 2020
Yinghuan Shi, Wanqi Yang, Kim-Han Thung, Hao Wang, Yang Gao, Yang Pan, Li Zhang, Dinggang Shen

* IEEE JBHI 2020 

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A Survey on Concept Factorization: From Shallow to Deep Representation Learning

Jul 31, 2020
Zhao Zhang, Yan Zhang, Li Zhang, Shuicheng Yan


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A novel deep learning-based method for monochromatic image synthesis from spectral CT using photon-counting detectors

Jul 20, 2020
Ao Zheng, Hongkai Yang, Li Zhang, Yuxiang Xing

* 9 pages, 4 figures, submitted to the 2020 IEEE Nuclear Science Symposium (NSS) and Medical Imaging Conference (MIC) 

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XingGAN for Person Image Generation

Jul 17, 2020
Hao Tang, Song Bai, Li Zhang, Philip H. S. Torr, Nicu Sebe

* Accepted to ECCV 2020, camera ready (16 pages) + supplementary (6 pages) 

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How to trust unlabeled data? Instance Credibility Inference for Few-Shot Learning

Jul 17, 2020
Yikai Wang, Li Zhang, Yuan Yao, Yanwei Fu

* Journal extension of arXiv:2003.11853 that appears in CVPR 2020 

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Egocentric Action Recognition by Video Attention and Temporal Context

Jul 03, 2020
Juan-Manuel Perez-Rua, Antoine Toisoul, Brais Martinez, Victor Escorcia, Li Zhang, Xiatian Zhu, Tao Xiang

* EPIC-Kitchens [email protected] 2020 

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Self-supervised Video Object Segmentation

Jun 22, 2020
Fangrui Zhu, Li Zhang, Yanwei Fu, Guodong Guo, Weidi Xie


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