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Vision-Language Pre-Training with Triple Contrastive Learning



Jinyu Yang , Jiali Duan , Son Tran , Yi Xu , Sampath Chanda , Liqun Chen , Belinda Zeng , Trishul Chilimbi , Junzhou Huang

* CVPR 2022; code: https://github.com/uta-smile/TCL 

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Multi-modal Alignment using Representation Codebook



Jiali Duan , Liqun Chen , Son Tran , Jinyu Yang , Yi Xu , Belinda Zeng , Trishul Chilimbi

* Accepted by CVPR 2022 

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Learning Oriented Remote Sensing Object Detection via Naive Geometric Computing



Yanjie Wang , Xu Zou , Zhijun Zhang , Wenhui Xu , Liqun Chen , Sheng Zhong , Luxin Yan , Guodong Wang


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Simpler, Faster, Stronger: Breaking The log-K Curse On Contrastive Learners With FlatNCE



Junya Chen , Zhe Gan , Xuan Li , Qing Guo , Liqun Chen , Shuyang Gao , Tagyoung Chung , Yi Xu , Belinda Zeng , Wenlian Lu , Fan Li , Lawrence Carin , Chenyang Tao


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Securing emergent behaviour in swarm robotics



Liqun Chen , Siaw-Lynn Ng

* Submitted 

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Wasserstein Contrastive Representation Distillation



Liqun Chen , Zhe Gan , Dong Wang , Jingjing Liu , Ricardo Henao , Lawrence Carin


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Improving Text Generation with Student-Forcing Optimal Transport



Guoyin Wang , Chunyuan Li , Jianqiao Li , Hao Fu , Yuh-Chen Lin , Liqun Chen , Yizhe Zhang , Chenyang Tao , Ruiyi Zhang , Wenlin Wang , Dinghan Shen , Qian Yang , Lawrence Carin

* To appear at EMNLP 2020 

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