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X-modaler: A Versatile and High-performance Codebase for Cross-modal Analytics


Aug 18, 2021
Yehao Li, Yingwei Pan, Jingwen Chen, Ting Yao, Tao Mei

* Accepted by 2021 ACMMM Open Source Software Competition. Source code: https://github.com/YehLi/xmodaler 

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Contextual Transformer Networks for Visual Recognition


Jul 26, 2021
Yehao Li, Ting Yao, Yingwei Pan, Tao Mei

* Rank 1 in open-set image classification task of Open World Vision Challenge @ CVPR 2021; The source code and models are publicly available at: \url{https://github.com/JDAI-CV/CoTNet

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Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder Network


Jan 27, 2021
Yehao Li, Yingwei Pan, Ting Yao, Jingwen Chen, Tao Mei

* AAAI 2021; Code is publicly available at: https://github.com/YehLi/TDEN 

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Pre-training for Video Captioning Challenge 2020 Summary


Jul 27, 2020
Yingwei Pan, Jun Xu, Yehao Li, Ting Yao, Tao Mei


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Auto-captions on GIF: A Large-scale Video-sentence Dataset for Vision-language Pre-training


Jul 05, 2020
Yingwei Pan, Yehao Li, Jianjie Luo, Jun Xu, Ting Yao, Tao Mei

* The Auto-captions on GIF dataset is available at \url{http://www.auto-video-captions.top/2020/dataset

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Exploring Category-Agnostic Clusters for Open-Set Domain Adaptation


Jun 11, 2020
Yingwei Pan, Ting Yao, Yehao Li, Chong-Wah Ngo, Tao Mei

* CVPR 2020 

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X-Linear Attention Networks for Image Captioning


Mar 31, 2020
Yingwei Pan, Ting Yao, Yehao Li, Tao Mei

* CVPR 2020; The source code and model are publicly available at: https://github.com/Panda-Peter/image-captioning 

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Multi-Source Domain Adaptation and Semi-Supervised Domain Adaptation with Focus on Visual Domain Adaptation Challenge 2019


Oct 14, 2019
Yingwei Pan, Yehao Li, Qi Cai, Yang Chen, Ting Yao

* Rank 1 in Multi-Source Domain Adaptation of Visual Domain Adaptation Challenge (VisDA-2019). Source code of each task: https://github.com/Panda-Peter/visda2019-multisource and https://github.com/Panda-Peter/visda2019-semisupervised 

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Hierarchy Parsing for Image Captioning


Sep 10, 2019
Ting Yao, Yingwei Pan, Yehao Li, Tao Mei

* ICCV 2019 

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Deep Metric Learning with Density Adaptivity


Sep 09, 2019
Yehao Li, Ting Yao, Yingwei Pan, Hongyang Chao, Tao Mei

* Accepted by IEEE Transactions on Multimedia 

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Trimmed Action Recognition, Dense-Captioning Events in Videos, and Spatio-temporal Action Localization with Focus on ActivityNet Challenge 2019


Jun 14, 2019
Zhaofan Qiu, Dong Li, Yehao Li, Qi Cai, Yingwei Pan, Ting Yao

* arXiv admin note: substantial text overlap with arXiv:1807.00686, arXiv:1710.08011 

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Temporal Deformable Convolutional Encoder-Decoder Networks for Video Captioning


May 03, 2019
Jingwen Chen, Yingwei Pan, Yehao Li, Ting Yao, Hongyang Chao, Tao Mei

* AAAI 2019 

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Pointing Novel Objects in Image Captioning


Apr 25, 2019
Yehao Li, Ting Yao, Yingwei Pan, Hongyang Chao, Tao Mei

* CVPR 2019 

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Transferrable Prototypical Networks for Unsupervised Domain Adaptation


Apr 25, 2019
Yingwei Pan, Ting Yao, Yehao Li, Yu Wang, Chong-Wah Ngo, Tao Mei

* CVPR 2019 Oral 

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Exploring Visual Relationship for Image Captioning


Sep 19, 2018
Ting Yao, Yingwei Pan, Yehao Li, Tao Mei

* ECCV 2018 

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Jointly Localizing and Describing Events for Dense Video Captioning


Apr 23, 2018
Yehao Li, Ting Yao, Yingwei Pan, Hongyang Chao, Tao Mei

* CVPR 2018 Spotlight, Rank 1 in ActivityNet Captions Challenge 2017 

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Incorporating Copying Mechanism in Image Captioning for Learning Novel Objects


Aug 17, 2017
Ting Yao, Yingwei Pan, Yehao Li, Tao Mei

* CVPR17 

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Boosting Image Captioning with Attributes


Nov 05, 2016
Ting Yao, Yingwei Pan, Yehao Li, Zhaofan Qiu, Tao Mei


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