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FeatMatch: Feature-Based Augmentation for Semi-Supervised Learning

Jul 16, 2020
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira

* Paper accepted in ECCV 2020. Project page: https://sites.google.com/view/chiawen-kuo/home/featmatch 

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Frustratingly Simple Domain Generalization via Image Stylization

Jul 10, 2020
Nathan Somavarapu, Chih-Yao Ma, Zsolt Kira

* Code: https://github.com/GT-RIPL/DomainGeneralization-Stylization 

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Who2com: Collaborative Perception via Learnable Handshake Communication

Mar 21, 2020
Yen-Cheng Liu, Junjiao Tian, Chih-Yao Ma, Nathan Glaser, Chia-Wen Kuo, Zsolt Kira

* Accepted to ICRA 2020 

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Manifold Graph with Learned Prototypes for Semi-Supervised Image Classification

Jun 13, 2019
Chia-Wen Kuo, Chih-Yao Ma, Jia-Bin Huang, Zsolt Kira

* Project site: https://sites.google.com/view/manifold-graph-with-prototypes/home 

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Learning to Generate Grounded Image Captions without Localization Supervision

Jun 01, 2019
Chih-Yao Ma, Yannis Kalantidis, Ghassan AlRegib, Peter Vajda, Marcus Rohrbach, Zsolt Kira


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The Regretful Agent: Heuristic-Aided Navigation through Progress Estimation

Mar 05, 2019
Chih-Yao Ma, Zuxuan Wu, Ghassan AlRegib, Caiming Xiong, Zsolt Kira

* CVPR 2019 (Oral), our code is available at https://github.com/chihyaoma/regretful-agent 

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Self-Monitoring Navigation Agent via Auxiliary Progress Estimation

Jan 10, 2019
Chih-Yao Ma, Jiasen Lu, Zuxuan Wu, Ghassan AlRegib, Zsolt Kira, Richard Socher, Caiming Xiong

* ICLR 2019, code is available at https://github.com/chihyaoma/selfmonitoring-agent 

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AdaFrame: Adaptive Frame Selection for Fast Video Recognition

Nov 29, 2018
Zuxuan Wu, Caiming Xiong, Chih-Yao Ma, Richard Socher, Larry S. Davis


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Attend and Interact: Higher-Order Object Interactions for Video Understanding

Mar 20, 2018
Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

* CVPR 2018 

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Grounded Objects and Interactions for Video Captioning

Nov 16, 2017
Chih-Yao Ma, Asim Kadav, Iain Melvin, Zsolt Kira, Ghassan AlRegib, Hans Peter Graf

* arXiv admin note: substantial text overlap with arXiv:1711.06330 

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TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition

Mar 30, 2017
Chih-Yao Ma, Min-Hung Chen, Zsolt Kira, Ghassan AlRegib

* 16 pages, 11 figures 

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