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Songyang Zhang

Budget-aware Few-shot Learning via Graph Convolutional Network


Jan 07, 2022
Shipeng Yan, Songyang Zhang, Xuming He

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SGTR: End-to-end Scene Graph Generation with Transformer


Dec 30, 2021
Rongjie Li, Songyang Zhang, Xuming He

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Hyperspectral Image Segmentation based on Graph Processing over Multilayer Networks


Nov 29, 2021
Songyang Zhang, Qinwen Deng, Zhi Ding

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Graph Signal Processing over Multilayer Networks -- Part II: Useful Tools and Practical Applications


Sep 07, 2021
Songyang Zhang, Qinwen Deng, Zhi Ding

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Graph Signal Processing over Multilayer Networks -- Part I: Foundations and Spectrum Analysis


Sep 07, 2021
Songyang Zhang, Qinwen Deng, Zhi Ding

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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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An EM Framework for Online Incremental Learning of Semantic Segmentation


Aug 08, 2021
Shipeng Yan, Jiale Zhou, Jiangwei Xie, Songyang Zhang, Xuming He

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* Accepted by ACM MM'21 
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Workshop on Autonomous Driving at CVPR 2021: Technical Report for Streaming Perception Challenge


Jul 27, 2021
Songyang Zhang, Lin Song, Songtao Liu, Zheng Ge, Zeming Li, Xuming He, Jian Sun

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* Report of the 1st Place of Streaming Perception Challenge(Workshop on Autonomous Driving at CVPR 2021) 
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SAT: 2D Semantics Assisted Training for 3D Visual Grounding


May 24, 2021
Zhengyuan Yang, Songyang Zhang, Liwei Wang, Jiebo Luo

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Learning Implicit Temporal Alignment for Few-shot Video Classification


May 11, 2021
Songyang Zhang, Jiale Zhou, Xuming He

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* Accepted by IJCAI 2021 
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Video-aided Unsupervised Grammar Induction


May 04, 2021
Songyang Zhang, Linfeng Song, Lifeng Jin, Kun Xu, Dong Yu, Jiebo Luo

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* This paper is accepted by NAACL'21 
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Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation


Apr 29, 2021
Rongjie Li, Songyang Zhang, Bo Wan, Xuming He

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* Accepted by CVPR2021 
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Distribution Alignment: A Unified Framework for Long-tail Visual Recognition


Mar 30, 2021
Songyang Zhang, Zeming Li, Shipeng Yan, Xuming He, Jian Sun

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* Accepted by CVPR 2021 
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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

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* AAAI 2021 
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An Efficient Hypergraph Approach to Robust Point Cloud Resampling


Mar 11, 2021
Qinwen Deng, Songyang Zhang, Zhi Ding

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Point Cloud Resampling Through Hypergraph Signal Processing


Feb 12, 2021
Qinwen Deng, Songyang Zhang, Zhi Ding

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Multi-Scale 2D Temporal Adjacent Networks for Moment Localization with Natural Language


Dec 04, 2020
Songyang Zhang, Houwen Peng, Jianlong Fu, Yijuan Lu, Jiebo Luo

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Content-based Analysis of the Cultural Differences between TikTok and Douyin


Nov 03, 2020
Li Sun, Haoqi Zhang, Songyang Zhang, Jiebo Luo

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* Accepted by IEEE Big Data 2020 
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Transformer with Bidirectional Decoder for Speech Recognition


Aug 11, 2020
Xi Chen, Songyang Zhang, Dandan Song, Peng Ouyang, Shouyi Yin

* Accepted by InterSpeech 2020 
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Part-aware Prototype Network for Few-shot Semantic Segmentation


Jul 13, 2020
Yongfei Liu, Xiangyi Zhang, Songyang Zhang, Xuming He

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* ECCV-2020 
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From Spectrum Wavelet to Vertex Propagation: Graph Convolutional Networks Based on Taylor Approximation


Jul 01, 2020
Songyang Zhang, Han Zhang, Shuguang Cui, Zhi Ding

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Global Image Sentiment Transfer


Jun 22, 2020
Jie An, Tianlang Chen, Songyang Zhang, Jiebo Luo

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Mi YouTube es Su YouTube? Analyzing the Cultures using YouTube Thumbnails of Popular Videos


Jan 27, 2020
Songyang Zhang, Tolga Aktas, Jiebo Luo

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Hypergraph Spectral Analysis and Processing in 3D Point Cloud


Jan 08, 2020
Songyang Zhang, Shuguang Cui, Zhi Ding

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Learning Sparse 2D Temporal Adjacent Networks for Temporal Action Localization


Dec 08, 2019
Songyang Zhang, Houwen Peng, Le Yang, Jianlong Fu, Jiebo Luo

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* This is our winner solution for the HACS Temporal Action Localization Challenge at ICCV 2019 
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