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Statistical Foundation Behind Machine Learning and Its Impact on Computer Vision


Sep 06, 2022
Lei Zhang, Heung-Yeung Shum


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On the Principles of Parsimony and Self-Consistency for the Emergence of Intelligence


Jul 17, 2022
Yi Ma, Doris Tsao, Heung-Yeung Shum

* 24 pages, 11 figures. The updated version incorporates minor changes as per reviewers' suggestions. Added a few more references on Information Bottleneck and Game Theory. Corrected typos including a minor correction of equation (14). Added a new footnote about Transformer. A few changes of wording 

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Mask DINO: Towards A Unified Transformer-based Framework for Object Detection and Segmentation


Jun 06, 2022
Feng Li, Hao Zhang, Huaizhe xu, Shilong Liu, Lei Zhang, Lionel M. Ni, Heung-Yeung Shum


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Semi-supervised 3D shape segmentation with multilevel consistency and part substitution


Apr 20, 2022
Chun-Yu Sun, Yu-Qi Yang, Hao-Xiang Guo, Peng-Shuai Wang, Xin Tong, Yang Liu, Heung-Yeung Shum

* Computational Visual Media 2022. Project page: https://isunchy.github.io/projects/semi_supervised_3d_segmentation.html 

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DINO: DETR with Improved DeNoising Anchor Boxes for End-to-End Object Detection


Apr 07, 2022
Hao Zhang, Feng Li, Shilong Liu, Lei Zhang, Hang Su, Jun Zhu, Lionel M. Ni, Heung-Yeung Shum


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BIOS: An Algorithmically Generated Biomedical Knowledge Graph


Mar 18, 2022
Sheng Yu, Zheng Yuan, Jun Xia, Shengxuan Luo, Huaiyuan Ying, Sihang Zeng, Jingyi Ren, Hongyi Yuan, Zhengyun Zhao, Yucong Lin, Keming Lu, Jing Wang, Yutao Xie, Heung-Yeung Shum


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Robust Conversational AI with Grounded Text Generation


Sep 07, 2020
Jianfeng Gao, Baolin Peng, Chunyuan Li, Jinchao Li, Shahin Shayandeh, Lars Liden, Heung-Yeung Shum


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The Design and Implementation of XiaoIce, an Empathetic Social Chatbot


Dec 21, 2018
Li Zhou, Jianfeng Gao, Di Li, Heung-Yeung Shum


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From Eliza to XiaoIce: Challenges and Opportunities with Social Chatbots


Feb 09, 2018
Heung-Yeung Shum, Xiaodong He, Di Li


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