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Language Models with Image Descriptors are Strong Few-Shot Video-Language Learners


May 24, 2022
Zhenhailong Wang, Manling Li, Ruochen Xu, Luowei Zhou, Jie Lei, Xudong Lin, Shuohang Wang, Ziyi Yang, Chenguang Zhu, Derek Hoiem, Shih-Fu Chang, Mohit Bansal, Heng Ji


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Revitalize Region Feature for Democratizing Video-Language Pre-training


Mar 19, 2022
Guanyu Cai, Yixiao Ge, Alex Jinpeng Wang, Rui Yan, Xudong Lin, Ying Shan, Lianghua He, Xiaohu Qie, Jianping Wu, Mike Zheng Shou


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All in One: Exploring Unified Video-Language Pre-training


Mar 14, 2022
Alex Jinpeng Wang, Yixiao Ge, Rui Yan, Yuying Ge, Xudong Lin, Guanyu Cai, Jianping Wu, Ying Shan, Xiaohu Qie, Mike Zheng Shou

* 18 pages. 11 figures. Code: https://github.com/showlab/all-in-one 

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Learning To Recognize Procedural Activities with Distant Supervision


Jan 26, 2022
Xudong Lin, Fabio Petroni, Gedas Bertasius, Marcus Rohrbach, Shih-Fu Chang, Lorenzo Torresani

* work in progress 

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CLIP-Event: Connecting Text and Images with Event Structures


Jan 13, 2022
Manling Li, Ruochen Xu, Shuohang Wang, Luowei Zhou, Xudong Lin, Chenguang Zhu, Michael Zeng, Heng Ji, Shih-Fu Chang


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MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding


Dec 20, 2021
Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander Schwing, Heng Ji

* To be presented at AAAI 2022 

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Video-Text Pre-training with Learned Regions


Dec 06, 2021
Rui Yan, Mike Zheng Shou, Yixiao Ge, Alex Jinpeng Wang, Xudong Lin, Guanyu Cai, Jinhui Tang


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Object-aware Video-language Pre-training for Retrieval


Dec 06, 2021
Alex Jinpeng Wang, Yixiao Ge, Guanyu Cai, Rui Yan, Xudong Lin, Ying Shan, Xiaohu Qie, Mike Zheng Shou

* 10 pages, 5 figures 

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Joint Multimedia Event Extraction from Video and Article


Sep 27, 2021
Brian Chen, Xudong Lin, Christopher Thomas, Manling Li, Shoya Yoshida, Lovish Chum, Heng Ji, Shih-Fu Chang

* To be presented at EMNLP 2021 findings 

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Co-Grounding Networks with Semantic Attention for Referring Expression Comprehension in Videos


Mar 23, 2021
Sijie Song, Xudong Lin, Jiaying Liu, Zongming Guo, Shih-Fu Chang

* Accepted to CVPR2021. The project page is at https://sijiesong.github.io/co-grounding 

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VX2TEXT: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs


Jan 29, 2021
Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani

* Work in progress 

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Vx2Text: End-to-End Learning of Video-Based Text Generation From Multimodal Inputs


Jan 28, 2021
Xudong Lin, Gedas Bertasius, Jue Wang, Shih-Fu Chang, Devi Parikh, Lorenzo Torresani

* Work in progress 

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Flow-Distilled IP Two-Stream Networks for Compressed Video Action Recognition


Dec 12, 2019
Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang


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Flow-Distilled IP Two-Stream Networks for Compressed Video ActionRecognition


Dec 10, 2019
Shiyuan Huang, Xudong Lin, Svebor Karaman, Shih-Fu Chang


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LPAT: Learning to Predict Adaptive Threshold for Weakly-supervised Temporal Action Localization


Oct 25, 2019
Xudong Lin, Zheng Shou, Shih-Fu Chang

* Work in progress 

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Context-Gated Convolution


Oct 22, 2019
Xudong Lin, Lin Ma, Wei Liu, Shih-Fu Chang

* Work in progress 

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Unsupervised Rank-Preserving Hashing for Large-Scale Image Retrieval


Mar 04, 2019
Svebor Karaman, Xudong Lin, Xuefeng Hu, Shih-Fu Chang


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DMC-Net: Generating Discriminative Motion Cues for Fast Compressed Video Action Recognition


Jan 11, 2019
Zheng Shou, Zhicheng Yan, Yannis Kalantidis, Laura Sevilla-Lara, Marcus Rohrbach, Xudong Lin, Shih-Fu Chang


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