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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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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 challenges@CVPR 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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Neural Collaborative Filtering vs. Matrix Factorization Revisited

Jun 01, 2020
Steffen Rendle, Walid Krichene, Li Zhang, John Anderson

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Long-Term Cloth-Changing Person Re-identification

May 27, 2020
Xuelin Qian, Wenxuan Wang, Li Zhang, Fangrui Zhu, Yanwei Fu, Tao Xiang, Yu-Gang Jiang, Xiangyang Xue

* 24 pages, 10 figures, 5 tables 

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SentPWNet: A Unified Sentence Pair Weighting Network for Task-specific Sentence Embedding

May 22, 2020
Li Zhang, Han Wang, Lingxiao Li

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Style Normalization and Restitution for Generalizable Person Re-identification

May 22, 2020
Xin Jin, Cuiling Lan, Wenjun Zeng, Zhibo Chen, Li Zhang

* Accepted by CVPR2020 

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A Survey on Deep Learning for Neuroimaging-based Brain Disorder Analysis

May 10, 2020
Li Zhang, Mingliang Wang, Mingxia Liu, Daoqiang Zhang

* 30 pages, 7 figures 

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3D Printed Brain-Controlled Robot-Arm Prosthetic via Embedded Deep Learning from sEMG Sensors

May 04, 2020
David Lonsdale, Li Zhang, Richard Jiang

* ICMLC 2020 
* The 2020 International Conference on Machine Learning and Cybernetics (ICMLC), 

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In-Vehicle Object Detection in the Wild for Driverless Vehicles

Apr 27, 2020
Ranjith Dinakaran, Li Zhang, Richard Jiang

* FLINS 2020 
* the 14th International FLINS Conference on Robotics and Artificial Intelligence 

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Instance Credibility Inference for Few-Shot Learning

Apr 03, 2020
Yikai Wang, Chengming Xu, Chen Liu, Li Zhang, Yanwei Fu

* accepted by CVPR 2020 

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