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High-throughput Phenotyping of Nematode Cysts


Oct 13, 2021
Long Chen, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Martin Strauch, Dorit Merhof


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Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering


Oct 03, 2021
Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao

* Extension of CVPR'20 work (Counterfactual Samples Synthesizing for Robust Visual Question Answering). arXiv admin note: substantial text overlap with arXiv:2003.06576 

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Natural Language Video Localization with Learnable Moment Proposals


Sep 22, 2021
Shaoning Xiao, Long Chen, Jian Shao, Yueting Zhuang, Jun Xiao

* emnlp21 

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Image Deraining Convolutional Neural Network ForAutonomous Driving


Sep 15, 2021
Kaige Wang, Long Chen, TIanming Wang, Qixiang Meng, Huatao Jiang, Lin Chang


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On Pursuit of Designing Multi-modal Transformer for Video Grounding


Sep 13, 2021
Meng Cao, Long Chen, Mike Zheng Shou, Can Zhang, Yuexian Zou

* Accepted by Conference on Empirical Methods in Natural Language Processing (EMNLP 2021) 

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Instance-wise or Class-wise? A Tale of Neighbor Shapley for Concept-based Explanation


Sep 03, 2021
Jiahui Li, Kun Kuang, Lin Li, Long Chen, Songyang Zhang, Jian Shao, Jun Xiao


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Video Relation Detection via Tracklet based Visual Transformer


Aug 19, 2021
Kaifeng Gao, Long Chen, Yifeng Huang, Jun Xiao

* 1st of Video Relation Understanding (VRU) Grand Challenge in ACM Multimedia 2021 

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Deep Motion Prior for Weakly-Supervised Temporal Action Localization


Aug 12, 2021
Meng Cao, Can Zhang, Long Chen, Mike Zheng Shou, Yuexian Zou


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FMMformer: Efficient and Flexible Transformer via Decomposed Near-field and Far-field Attention


Aug 05, 2021
Tan M. Nguyen, Vai Suliafu, Stanley J. Osher, Long Chen, Bao Wang

* 18 pages, 8 figures 

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CrossFormer: A Versatile Vision Transformer Based on Cross-scale Attention


Jul 31, 2021
Wenxiao Wang, Lu Yao, Long Chen, Deng Cai, Xiaofei He, Wei Liu

* 13 pages, 4 figures, and 9 tables 

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Shapley Counterfactual Credits for Multi-Agent Reinforcement Learning


Jun 22, 2021
Jiahui Li, Kun Kuang, Baoxiang Wang, Furui Liu, Long Chen, Fei Wu, Jun Xiao


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Graph-based Label Propagation for Semi-Supervised Speaker Identification


Jun 15, 2021
Long Chen, Venkatesh Ravichandran, Andreas Stolcke

* To appear in Interspeech 2021 

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SDNet: mutil-branch for single image deraining using swin


May 31, 2021
Fuxiang Tan, YuTing Kong, Yingying Fan, Feng Liu, Daxin Zhou, Hao zhang, Long Chen, Liang Gao, Yurong Qian


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Deep Learning for Weakly-Supervised Object Detection and Object Localization: A Survey


May 26, 2021
Feifei Shao, Long Chen, Jian Shao, Wei Ji, Shaoning Xiao, Lu Ye, Yueting Zhuang, Jun Xiao

* 13 pages, 4 figures 

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What data do we need for training an AV motion planner?


May 26, 2021
Long Chen, Lukas Platinsky, Stefanie Speichert, Blazej Osinski, Oliver Scheel, Yawei Ye, Hugo Grimmett, Luca del Pero, Peter Ondruska

* Published at 2021 International Conference on Robotics and Automation (ICRA2021) 

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SimNet: Learning Reactive Self-driving Simulations from Real-world Observations


May 26, 2021
Luca Bergamini, Yawei Ye, Oliver Scheel, Long Chen, Chih Hu, Luca Del Pero, Blazej Osinski, Hugo Grimmett, Peter Ondruska

* Published at 2021 International Conference on Robotics and Automation (ICRA2021) 

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VL-NMS: Breaking Proposal Bottlenecks in Two-Stage Visual-Language Matching


May 12, 2021
Wenbo Ma, Long Chen, Hanwang Zhang, Jian Shao, Yueting Zhuang, Jun Xiao


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Textual Analysis of Communications in COVID-19 Infected Community on Social Media


May 03, 2021
Yuhan Liu, Yuhan Gao, Zhifan Nan, Long Chen

* 5 pages, 4 figures, coursework for DS-GA 1011 

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Conditional Training with Bounding Map for Universal Lesion Detection


Mar 23, 2021
Han Li, Long Chen, Hu Han, S. Kevin Zhou


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Human-like Controllable Image Captioning with Verb-specific Semantic Roles


Mar 22, 2021
Long Chen, Zhihong Jiang, Jun Xiao, Wei Liu

* Accepted by CVPR 2021. The code is available at: https://github.com/mad-red/VSR-guided-CIC 

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Boundary Proposal Network for Two-Stage Natural Language Video Localization


Mar 15, 2021
Shaoning Xiao, Long Chen, Songyang Zhang, Wei Ji, Jian Shao, Lu Ye, Jun Xiao

* AAAI 2021 

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A Closer Look at Temporal Sentence Grounding in Videos: Datasets and Metrics


Jan 27, 2021
Yitian Yuan, Xiaohan Lan, Long Chen, Wei Liu, Xin Wang, Wenwu Zhu


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Class balanced underwater object detection dataset generated by class-wise style augmentation


Jan 20, 2021
Long Chen, Junyu Dong, Huiyu Zhou


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Structured Context Enhancement Network for Mouse Pose Estimation


Dec 01, 2020
Feixiang Zhou, Zheheng Jiang, Zhihua Liu, Fang Chen, Long Chen, Lei Tong, Zhile Yang, Haikuan Wang, Minrui Fei, Ling Li, Huiyu Zhou


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Lightweight Single-Image Super-Resolution Network with Attentive Auxiliary Feature Learning


Nov 13, 2020
Xuehui Wang, Qing Wang, Yuzhi Zhao, Junchi Yan, Lei Fan, Long Chen

* Accepted by ACCV 2020 

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Multi-View Adaptive Fusion Network for 3D Object Detection


Nov 02, 2020
Guojun Wang, Bin Tian, Yachen Zhang, Long Chen, Dongpu Cao, Jian Wu

* 11 pages,9 figures 

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SWIPENET: Object detection in noisy underwater images


Oct 19, 2020
Long Chen, Feixiang Zhou, Shengke Wang, Junyu Dong, Ning Li, Haiping Ma, Xin Wang, Huiyu Zhou

* arXiv admin note: text overlap with arXiv:2005.11552 

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Perceptual underwater image enhancement with deep learning and physical priors


Sep 26, 2020
Long Chen, Zheheng Jiang, Lei Tong, Zhihua Liu, Aite Zhao, Qianni Zhang, Junyu Dong, Huiyu Zhou


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