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I am currently a Lecturer at the ReLER lab, University of Technology Sydney. My research interests include video representation learning, unsupervised learning, self-supervised learning, few-shot learning, transfer learning.

I received my Ph.D. degree in University of Technology Sydney, advised by Prof. Yi Yang. I graduated from Zhejiang University with a bachelor’s degree.

News

Publications

  • image-left Symbiotic Attention for Egocentric Action Recognition with Object-centric Alignment
    Xiaohan Wang, Linchao Zhu, Yu Wu, Yi Yang
    TPAMI, DOI: 10.1109/TPAMI.2020.3015894 [PDF][Bibtex]

  • image-left Label Independent Memory for Semi-Supervised Few-shot Video Classification
    Linchao Zhu, Yi Yang
    TPAMI, DOI: 10.1109/TPAMI.2020.3007511, 2020 [PDF][Bibtex]

  • image-left SF-Net: Single-Frame Supervision for Temporal Action Localization
    Fan Ma, Linchao Zhu, Yi Yang, Shengxin Zha, Gourab Kundu, Matt Feiszli, Zheng Shou
    ECCV 2020 (Spotlight) [PDF][Code]

  • image-left Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior
    Hu Zhang, Linchao Zhu, Yi Zhu, Yi Yang
    ECCV 2020 [PDF][Code]

  • image-left Learning to Transfer Learn: Reinforcement Learning-Based Selection for Adaptive Transfer Learning
    Linchao Zhu, Sercan O. Arık, Yi Yang, Tomas Pfister
    ECCV 2020 [PDF] [Code]

  • image-left ActBERT: Learning Global-Local Video-Text Representations
    Linchao Zhu, Yi Yang
    CVPR 2020 (Oral) [PDF]

  • image-left Inflated Episodic Memory with Region Self-Attention for Long-Tailed Visual Recognition
    Linchao Zhu, Yi Yang
    CVPR 2020 [PDF]

  • image-left Gated Channel Transformation for Visual Recognition
    Zongxin Yang, Linchao Zhu, Yu Wu, Yi Yang
    CVPR 2020 [Arxiv][Code]

  • image-left Semantic Correspondence as an Optimal Transport Problem
    Yanbin Liu, Linchao Zhu, Makoto Yamada, Yi Yang
    CVPR 2020 [PDF][Code]

  • image-left Learning Filter Pruning Criteria for Deep Convolutional Neural Networks Acceleration
    Yang He, Yuhang Ding, Ping Liu, Linchao Zhu, Hanwang Zhang, Yi Yang
    CVPR 2020 [PDF]

  • image-left Recurrent Attention Network with Reinforced Generator for Visual Dialog
    Hehe Fan, Linchao Zhu, Yi Yang and Fei Wu
    TOMM 2020 [PDF] [Bibtex]

  • image-left Symbiotic Attention with Privileged Information for Egocentric Action Recognition
    Xiaohan Wang, Yu Wu, Linchao Zhu, Yi Yang
    AAAI 2020 (Oral) [PDF]

  • image-left FASTER Recurrent Networks for Video Classification
    Linchao Zhu, Laura Sevilla-Lara, Du Tran, Matt Feiszli, Yi Yang, Heng Wang
    AAAI 2020 [PDF]

  • image-left Connective Cognition Network for Directional Visual Commonsense Reasoning
    Aming Wu, Linchao Zhu, Yahong Han, Yi Yang
    NeurIPS 2019 [PDF Code]

  • image-left Dual Attention Matching for Audio-Visual Event Localization
    Yu Wu, Linchao Zhu, Yan Yan, Yi Yang
    ICCV 2019 (Oral) [PDF]

  • image-left Entangled Transformer for Image Captioning
    Guang Li, Linchao Zhu, Ping Liu, Yi Yang
    ICCV 2019 [PDF]

  • image-left Auto-ReID: Searching for a Part-Aware ConvNet for Person Re-Identification
    Ruijie Quan, Xuanyi Dong, Yu Wu, Linchao Zhu, Yi Yang
    ICCV 2019 [PDF]

  • image-left Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation
    Fengda Zhu, Linchao Zhu, Yi Yang
    CVPR 2019 [PDF]

  • image-left Cubic LSTMs for Video Prediction
    Hehe Fan, Linchao Zhu, Yi Yang
    AAAI 2019 [PDF]

  • image-left Compound Memory Networks for Few-shot Video Classification
    Linchao Zhu, Yi Yang
    ECCV 2018 [PDF], [train.list, val.list, test.list]

  • image-left Decoupled Novel Object Captioner
    Yu Wu, Linchao Zhu, Lu Jiang, Yi Yang
    ACM MM 2018 [PDF Code]

  • image-left Fast Parameter Adaptation for Few-shot Image Captioning and Visual Question Answering
    Xuanyi Dong, Linchao Zhu, De Zhang, Yi Yang, Fei Wu
    ACM MM 2018 [PDF Code]

  • image-left Watching a Small Portion could be as Good as Watching All:
    Towards Efficient Video Classification
    Hehe Fan, Zhongwen Xu, Linchao Zhu, Chenggang Yan, Jianjun Ge, Yi Yang
    IJCAI 2018 [PDF Code]

  • image-left Bidirectional Multirate Reconstruction for Temporal Modeling in Videos
    Linchao Zhu, Zhongwen Xu, Yi Yang
    CVPR 2017 (Spotlight) [PDF Code]

  • image-left Few-Shot Object Recognition from Machine-Labeled Web Images
    Zhongwen Xu*, Linchao Zhu*, Yi Yang
    CVPR 2017 (Spotlight), * indicates equal contributions [PDF Code]

  • image-left Uncovering Temporal Context for Video Question Answering
    Linchao Zhu, Zhongwen Xu, Yi Yang, Alex G. Hauptmann
    IJCV, DOI: 10.1007/s11263-017-1033-7, 2017 [PDF] [Project] [Bibtex]

  • image-left Recognizing an action using its name: A knowledge-based approach
    Chuang Gan, Yi Yang, Linchao Zhu, Deli Zhao, Yueting Zhuang
    IJCV, DOI: 10.1007/s11263-016-0893-6, 2016 [PDF]

Preprints

  • image-left Feature Robust Optimal Transport for High-dimensional Data Mathis Petrovich, Chao Liang, Yanbin Liu, Yao-Hung Hubert Tsai, Linchao Zhu, Yi Yang, Ruslan Salakhutdinov, Makoto Yamada
    [Arxiv]

  • image-left OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World
    Zhun Zhong, Linchao Zhu, Zhiming Luo, Shaozi Li, Yi Yang, Nicu Sebe
    [Arxiv]

  • image-left Instance-Invariant Adaptive Object Detection via Progressive Disentanglement
    Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
    [Arxiv]

  • image-left Meta Filter Pruning to Accelerate Deep Convolutional Neural Networks
    Yang He, Ping Liu, Linchao Zhu, Yi Yang
    [Arxiv]

Competitions