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.
Updates
- Mar 2021. I received the Google Research Scholar Award on Sign Language Translation.
- Dec 2020. We will organize the Long-form Video Understanding workshop at CVPR’21.
- Dec 2020. We will organize the Workshop on Neural Architecture Search: 1st lightweight NAS challenge and moving beyond at CVPR’21.
- June 2020. We ranked first on both seen and unseen test sets in EPIC-Kitchen Action Recognition 2020. See our technical report. More details can be found here.
Publications
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Faster Meta Update Strategy for Noise-Robust Deep Learning
Youjiang Xu, Linchao Zhu, Lu Jiang, Yi Yang
CVPR 2021 (Oral) [PDF] [Supp] -
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
CVPR 2021 [PDF] -
T2VLAD: Global-Local Sequence Alignment for Text-Video Retrieval
Xiaohan Wang, Linchao Zhu, Yi Yang
CVPR 2021 [PDF] -
Instance-Invariant Domain Adaptive Object Detection via Progressive Disentanglement
Aming Wu, Yahong Han, Linchao Zhu, Yi Yang
TPAMI, DOI: 10.1109/TPAMI.2021.3060446 [PDF] -
Holistic LSTM for Pedestrian Trajectory Prediction
Ruijie Quan, Linchao Zhu, Yu Wu, Yi Yang
TIP, DOI: 10.1109/TIP.2021.3058599 [PDF] -
Temporal Cross-Layer Correlation Mining for Action Recognition
Linchao Zhu, Hehe Fan, Yawei Luo, Mingliang Xu, Yi Yang
TMM, DOI: 10.1109/TMM.2021.3057503 [PDF] -
Learning to Anticipate Egocentric Actions by Imagination
Yu Wu, Linchao Zhu, Xiaohan Wang, Yi Yang, and Fei Wu
TIP, DOI: 10.1109/TIP.2020.3040521 [PDF] -
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] -
Label Independent Memory for Semi-Supervised Few-shot Video Classification
Linchao Zhu, Yi Yang
TPAMI, DOI: 10.1109/TPAMI.2020.3007511, 2020 [PDF][Bibtex] -
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] -
Motion-Excited Sampler: Video Adversarial Attack with Sparked Prior
Hu Zhang, Linchao Zhu, Yi Zhu, Yi Yang
ECCV 2020 [PDF][Code] -
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] -
ActBERT: Learning Global-Local Video-Text Representations
Linchao Zhu, Yi Yang
CVPR 2020 (Oral) [PDF] -
Inflated Episodic Memory with Region Self-Attention for Long-Tailed Visual Recognition
Linchao Zhu, Yi Yang
CVPR 2020 [PDF] -
Gated Channel Transformation for Visual Recognition
Zongxin Yang, Linchao Zhu, Yu Wu, Yi Yang
CVPR 2020 [Arxiv][Code] -
Semantic Correspondence as an Optimal Transport Problem
Yanbin Liu, Linchao Zhu, Makoto Yamada, Yi Yang
CVPR 2020 [PDF][Code] -
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] -
Recurrent Attention Network with Reinforced Generator for Visual Dialog
Hehe Fan, Linchao Zhu, Yi Yang and Fei Wu
TOMM 2020 [PDF] [Bibtex] -
Symbiotic Attention with Privileged Information for Egocentric Action Recognition
Xiaohan Wang, Yu Wu, Linchao Zhu, Yi Yang
AAAI 2020 (Oral) [PDF] -
FASTER Recurrent Networks for Video Classification
Linchao Zhu, Laura Sevilla-Lara, Du Tran, Matt Feiszli, Yi Yang, Heng Wang
AAAI 2020 [PDF] -
Connective Cognition Network for Directional Visual Commonsense Reasoning
Aming Wu, Linchao Zhu, Yahong Han, Yi Yang
NeurIPS 2019 [PDF Code] -
Dual Attention Matching for Audio-Visual Event Localization
Yu Wu, Linchao Zhu, Yan Yan, Yi Yang
ICCV 2019 (Oral) [PDF] -
Entangled Transformer for Image Captioning
Guang Li, Linchao Zhu, Ping Liu, Yi Yang
ICCV 2019 [PDF] -
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] -
Sim-Real Joint Reinforcement Transfer for 3D Indoor Navigation
Fengda Zhu, Linchao Zhu, Yi Yang
CVPR 2019 [PDF] -
Cubic LSTMs for Video Prediction
Hehe Fan, Linchao Zhu, Yi Yang
AAAI 2019 [PDF] -
Compound Memory Networks for Few-shot Video Classification
Linchao Zhu, Yi Yang
ECCV 2018 [PDF], [train.list, val.list, test.list] -
Decoupled Novel Object Captioner
Yu Wu, Linchao Zhu, Lu Jiang, Yi Yang
ACM MM 2018 [PDF Code] -
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] -
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] -
Bidirectional Multirate Reconstruction for Temporal Modeling in Videos
Linchao Zhu, Zhongwen Xu, Yi Yang
CVPR 2017 (Spotlight) [PDF Code] -
Few-Shot Object Recognition from Machine-Labeled Web Images
Zhongwen Xu*, Linchao Zhu*, Yi Yang
CVPR 2017 (Spotlight), * indicates equal contributions [PDF Code] -
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] -
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
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SemGloVe: Semantic Co-occurrences for GloVe from BERT
Leilei Gan, Zhiyang Teng, Yue Zhang, Linchao Zhu, Fei Wu and Yi Yang
[Arxiv] -
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] -
Meta Filter Pruning to Accelerate Deep Convolutional Neural Networks
Yang He, Ping Liu, Linchao Zhu, Yi Yang
[Arxiv]
Competitions
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We ranked first in EPIC-Kitchen Action Recognition 2020. See our report for more details.
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We ranked first in EPIC-Kitchen Action Recognition 2019. See our report.
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Our report on ActivityNet Trimmed Action Recognition 2017.
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Our report on Google YouTube8M Classification 2017.
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We got the first place on the video localization task in TRECVID 2016 competition. See our report.
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We got the first place on the Action Recognition task in THUMOS 2015. See our notebook paper.