Martin Q. Ma

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 14

Top Topics

Latent Variable Models

Top Venues

Publications

Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CoRR (2023)
Alex Wilf, Martin Q. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. FG (2023)
Martin Q. Ma, Yue Zhao, Xiaorong Zhang, Leman Akoglu
The Need for Unsupervised Outlier Model Selection: A Review and Evaluation of Internal Evaluation Strategies. SIGKDD Explor. 25 (1) (2023)
Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CVPR (2023)
Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Y. Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. NeurIPS (2023)
Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning with Kernel. CoRR (2022)
Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning with Kernel. ICLR (2022)
Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations. CoRR (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
Self-supervised Representation Learning with Relative Predictive Coding. ICLR (2021)
Martin Q. Ma, Yue Zhao, Xiaorong Zhang, Leman Akoglu
A Large-scale Study on Unsupervised Outlier Model Selection: Do Internal Strategies Suffice? CoRR (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
Self-supervised Representation Learning with Relative Predictive Coding. CoRR (2021)
Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
Interpretable Multimodal Routing for Human Multimodal Language. CoRR (2020)
Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
Complex Transformer: A Framework for Modeling Complex-Valued Sequence. ICASSP (2020)
Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
Complex Transformer: A Framework for Modeling Complex-Valued Sequence. CoRR (2019)