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Ching-Yao Chuang
Ching-Yao Chuang
MIT
Email verificata su mit.edu - Home page
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Contrastive learning with hard negative samples
J Robinson, CY Chuang, S Sra, S Jegelka
International Conference on Learning Representations (ICLR) 2021, 2020
1762020
Debiased contrastive learning
CY Chuang, J Robinson, L Yen-Chen, A Torralba, S Jegelka
Advances in Neural Information Processing Systems 33, 2020
1642020
Leveraging video descriptions to learn video question answering
KH Zeng, TH Chen, CY Chuang, YH Liao, JC Niebles, M Sun
Thirty-First AAAI Conference on Artificial Intelligence, 2017
1372017
Show, adapt and tell: Adversarial training of cross-domain image captioner
TH Chen, YH Liao, CY Chuang, WT Hsu, J Fu, M Sun
Proceedings of the IEEE international conference on computer vision, 521-530, 2017
1292017
Learning to Act Properly: Predicting and Explaining Affordances from Images
CY Chuang, J Li, A Torralba, S Fidler
CVPR, 975-983, 2018
482018
Fair Mixup: Fairness via Interpolation
CY Chuang, Y Mroueh
International Conference on Learning Representations (ICLR) 2021, 2021
352021
Estimating Generalization under Distribution Shifts via Domain-Invariant Representations
CY Chuang, A Torralba, S Jegelka
International Conference on Machine Learning (ICML), 2020
152020
Measuring Generalization with Optimal Transport
CY Chuang, Y Mroueh, K Greenewald, A Torralba, S Jegelka
Advances in Neural Information Processing Systems 2021, 2021
52021
Robust Contrastive Learning against Noisy Views
CY Chuang, RD Hjelm, X Wang, V Vineet, N Joshi, A Torralba, S Jegelka, ...
CVPR 2022, 2022
32022
The Role of Embedding Complexity in Domain-invariant Representations
CY Chuang, A Torralba, S Jegelka
ICML Adaptive & Multitask Learning Workshop, 2019
12019
Understanding and Estimating the Adaptability of Domain-Invariant Representations
CY Chuang
Massachusetts Institute of Technology, 2021
2021
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