Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Yang, Muqiao, Ma, Martin Q., Li, Dongyu, Tsai, Yao-Hung Hubert, Salakhutdinov, Ruslan
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
Published in ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (01.05.2020)
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Conference Proceeding
Understanding Masked Autoencoders via Hierarchical Latent Variable Models
Kong, Lingjing, Ma, Martin Q., Chen, Guangyi, Xing, Eric P., Chi, Yuejie, Morency, Louis-Philippe, Zhang, Kun
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis
Tsai, Yao-Hung Hubert, Ma, Martin Q, Yang, Muqiao, Salakhutdinov, Ruslan, Morency, Louis-Philippe
Published in Proceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing (01.11.2020)
Published in Proceedings of the Conference on Empirical Methods in Natural Language Processing. Conference on Empirical Methods in Natural Language Processing (01.11.2020)
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Journal Article
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering
Wilf, Alex, Ma, Martin Q., Liang, Paul Pu, Zadeh, Amir, Morency, Louis-Philippe
Published in 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG) (05.01.2023)
Published in 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG) (05.01.2023)
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Conference Proceeding
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering
Wilf, Alex, Ma, Martin Q, Liang, Paul Pu, Zadeh, Amir, Morency, Louis-Philippe
Year of Publication 29.07.2022
Year of Publication 29.07.2022
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Journal Article
Understanding Masked Autoencoders via Hierarchical Latent Variable Models
Kong, Lingjing, Ma, Martin Q, Chen, Guangyi, Xing, Eric P, Chi, Yuejie, Morency, Louis-Philippe, Zhang, Kun
Year of Publication 07.06.2023
Year of Publication 07.06.2023
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Journal Article
Conditional Contrastive Learning with Kernel
Tsai, Yao-Hung Hubert, Li, Tianqin, Ma, Martin Q, Zhao, Han, Zhang, Kun, Morency, Louis-Philippe, Salakhutdinov, Ruslan
Year of Publication 11.02.2022
Year of Publication 11.02.2022
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Journal Article
Self-supervised Representation Learning with Relative Predictive Coding
Tsai, Yao-Hung Hubert, Ma, Martin Q, Yang, Muqiao, Zhao, Han, Morency, Louis-Philippe, Salakhutdinov, Ruslan
Year of Publication 20.03.2021
Year of Publication 20.03.2021
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Journal Article
Conditional Contrastive Learning for Improving Fairness in Self-Supervised Learning
Ma, Martin Q, Tsai, Yao-Hung Hubert, Liang, Paul Pu, Zhao, Han, Zhang, Kun, Salakhutdinov, Ruslan, Morency, Louis-Philippe
Year of Publication 05.06.2021
Year of Publication 05.06.2021
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Journal Article
Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis
Tsai, Yao-Hung Hubert, Ma, Martin Q, Yang, Muqiao, Salakhutdinov, Ruslan, Morency, Louis-Philippe
Year of Publication 29.04.2020
Year of Publication 29.04.2020
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Journal Article
Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Yang, Muqiao, Ma, Martin Q, Li, Dongyu, Tsai, Yao-Hung Hubert, Salakhutdinov, Ruslan
Year of Publication 22.10.2019
Year of Publication 22.10.2019
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Journal Article
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering
Wilf, Alex, Ma, Martin Q, Paul Pu Liang, Zadeh, Amir, Louis-Philippe Morency
Published in arXiv.org (27.10.2022)
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Published in arXiv.org (27.10.2022)
Paper
Complex Transformer: A Framework for Modeling Complex-Valued Sequence
Yang, Muqiao, Ma, Martin Q, Li, Dongyu, Yao-Hung, Hubert Tsai, Salakhutdinov, Ruslan
Published in arXiv.org (06.08.2021)
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Published in arXiv.org (06.08.2021)
Paper
Conditional Contrastive Learning with Kernel
Yao-Hung, Hubert Tsai, Li, Tianqin, Ma, Martin Q, Zhao, Han, Zhang, Kun, Louis-Philippe Morency, Salakhutdinov, Ruslan
Published in arXiv.org (15.03.2022)
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Published in arXiv.org (15.03.2022)
Paper