Martin Q. Ma - RankMe

20 papers A* 5B 1Misc 1Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Enabling Conversational Behavior Reasoning Capabilities in Full-Duplex Speech. CoRR Shuchang Pan, Siddharth Banerjee, Dhruv Hebbar, Siddhant Patel, Akshaj Gupta, Kan Jen Cheng, Hanjo Kim, Zeyi Austin Li, Martin Q. Ma, Tingle Li, Gopala Anumanchipalli, Jiachen Lian
2025	J	`jnl`	ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models. CoRR Zifu Wan, Ce Zhang, Silong Yong, Martin Q. Ma, Simon Stepputtis, Louis-Philippe Morency, Deva Ramanan, Katia P. Sycara, Yaqi Xie
2025	A*	`conf`	Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models. ICLR Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
2025	J	`jnl`	Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models. CoRR Ce Zhang, Zifu Wan, Zhehan Kan, Martin Q. Ma, Simon Stepputtis, Deva Ramanan, Russ Salakhutdinov, Louis-Philippe Morency, Katia P. Sycara, Yaqi Xie
2023	B	`conf`	Face-to-Face Contrastive Learning for Social Intelligence Question-Answering. FG Alex Wilf, Martin Q. Ma, Paul Pu Liang, Amir Zadeh, Louis-Philippe Morency
2023	A*	`conf`	Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. NeurIPS Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Y. Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	J	`jnl`	Factorized Contrastive Learning: Going Beyond Multi-view Redundancy. CoRR Paul Pu Liang, Zihao Deng, Martin Q. Ma, James Zou, Louis-Philippe Morency, Ruslan Salakhutdinov
2023	J	`jnl`	The Need for Unsupervised Outlier Model Selection: A Review and Evaluation of Internal Evaluation Strategies. SIGKDD Explor. Martin Q. Ma, Yue Zhao, Xiaorong Zhang, Leman Akoglu
2023	A*	`conf`	Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CVPR Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
2023	J	`jnl`	Understanding Masked Autoencoders via Hierarchical Latent Variable Models. CoRR Lingjing Kong, Martin Q. Ma, Guangyi Chen, Eric P. Xing, Yuejie Chi, Louis-Philippe Morency, Kun Zhang
2022	A*	`conf`	Conditional Contrastive Learning with Kernel. ICLR Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2022	J	`jnl`	Conditional Contrastive Learning with Kernel. CoRR Yao-Hung Hubert Tsai, Tianqin Li, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	A Large-scale Study on Unsupervised Outlier Model Selection: Do Internal Strategies Suffice? CoRR Martin Q. Ma, Yue Zhao, Xiaorong Zhang, Leman Akoglu
2021	J	`jnl`	Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Han Zhao, Kun Zhang, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	A*	`conf`	Self-supervised Representation Learning with Relative Predictive Coding. ICLR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2021	J	`jnl`	Self-supervised Representation Learning with Relative Predictive Coding. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Han Zhao, Louis-Philippe Morency, Ruslan Salakhutdinov
2020	Misc	`conf`	Complex Transformer: A Framework for Modeling Complex-Valued Sequence. ICASSP Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov
2020	J	`jnl`	Interpretable Multimodal Routing for Human Multimodal Language. CoRR Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2020	—	`conf`	Multimodal Routing: Improving Local and Global Interpretability of Multimodal Language Analysis. EMNLP (1) Yao-Hung Hubert Tsai, Martin Q. Ma, Muqiao Yang, Ruslan Salakhutdinov, Louis-Philippe Morency
2019	J	`jnl`	Complex Transformer: A Framework for Modeling Complex-Valued Sequence. CoRR Muqiao Yang, Martin Q. Ma, Dongyu Li, Yao-Hung Hubert Tsai, Ruslan Salakhutdinov