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Martin Q. Ma
Intern, Meta Platforms, Inc.
PhD student, Carnegie Mellon University
Joined
September 2020
Names
Martin Q. Ma
(Preferred)
,
Martin Ma
Emails
****@gmail.com
(Confirmed)
,
****@pm.me
(Confirmed)
,
****@andrew.cmu.edu
(Confirmed)
,
****@gmail.com
(Confirmed)
,
****@cmu.edu
(Confirmed)
,
****@cs.cmu.edu
(Confirmed)
,
****@meta.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Semantic Scholar
Career & Education History
Intern
Meta Platforms, Inc.
(meta.com)
2023
–
2026
PhD student
Carnegie Mellon University
(cs.cmu.edu)
2021
–
2026
MS student
Carnegie Mellon University
(cmu.edu)
2018
–
2020
Undergrad student
Brandeis University
(brandeis.edu)
2016
–
2018
Advisors, Relations & Conflicts
Coworker
Juan Pino
2024
–
Present
Coauthor
Paul Pu Liang
2023
–
Present
Coauthor
Kun Zhang
2020
–
Present
PhD Advisor
Louis-Philippe Morency
2019
–
Present
PhD Advisor
Russ Salakhutdinov
2019
–
Present
Coauthor
Yao-Hung Hubert Tsai
2019
–
Present
Expertise
Deep learning
Present
Video Understanding
2024
–
Present
Vision Language Models
2023
–
Present
Self-supervised learning
2020
–
Present
Publications
Understanding Masked Autoencoders via Hierarchical Latent Variable Models
Lingjing Kong
,
Martin Q. Ma
,
Guangyi Chen
,
Eric Xing
,
Yuejie Chi
,
Louis-Philippe Morency
,
Kun Zhang
24 Apr 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Face-to-Face Contrastive Learning for Social Intelligence Question-Answering
Alex Wilf
,
Martin Q. Ma
,
Paul Pu Liang
,
Amir Zadeh
,
Louis-Philippe Morency
Published: 01 Jan 2023, Last Modified: 12 May 2023
FG 2023
Readers:
Everyone
The Need for Unsupervised Outlier Model Selection: A Review and Evaluation of Internal Evaluation Strategies
Martin Q. Ma
,
Yue Zhao
,
Xiaorong Zhang
,
Leman Akoglu
Published: 01 Jan 2023, Last Modified: 22 Sept 2023
SIGKDD Explor. 2023
Readers:
Everyone
Understanding Masked Autoencoders via Hierarchical Latent Variable Models
Lingjing Kong
,
Martin Q. Ma
,
Guangyi Chen
,
Eric P. Xing
,
Yuejie Chi
,
Louis-Philippe Morency
,
Kun Zhang
Published: 01 Jan 2023, Last Modified: 04 Oct 2023
CoRR 2023
Readers:
Everyone
Conditional Contrastive Learning with Kernel
Yao-Hung Hubert Tsai
,
Tianqin Li
,
Martin Q. Ma
,
Han Zhao
,
Kun Zhang
,
Louis-Philippe Morency
,
Ruslan Salakhutdinov
2022 (modified: 14 Nov 2022)
CoRR 2022
Readers:
Everyone
Conditional Contrastive Learning with Kernel
Yao-Hung Hubert Tsai
,
Tianqin Li
,
Martin Q. Ma
,
Han Zhao
,
Kun Zhang
,
Louis-Philippe Morency
,
Ruslan Salakhutdinov
2022 (modified: 14 Nov 2022)
ICLR 2022
Readers:
Everyone
Conditional Contrastive Learning with Kernel
Yao-Hung Hubert Tsai
,
Tianqin Li
,
Martin Q. Ma
,
Han Zhao
,
Kun Zhang
,
Louis-Philippe Morency
,
Ruslan Salakhutdinov
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Poster
Readers:
Everyone
A Large-scale Study on Unsupervised Outlier Model Selection: Do Internal Strategies Suffice?
Martin Q. Ma
,
Yue Zhao
,
Xiaorong Zhang
,
Leman Akoglu
2021 (modified: 04 Feb 2023)
CoRR 2021
Readers:
Everyone
Conditional Contrastive Learning: Removing Undesirable Information in Self-Supervised Representations
Yao-Hung Hubert Tsai
,
Martin Q. Ma
,
Han Zhao
,
Kun Zhang
,
Louis-Philippe Morency
,
Ruslan Salakhutdinov
2021 (modified: 02 Oct 2021)
CoRR 2021
Readers:
Everyone
Self-supervised Representation Learning with Relative Predictive Coding
Yao-Hung Hubert Tsai
,
Martin Q. Ma
,
Muqiao Yang
,
Han Zhao
,
Louis-Philippe Morency
,
Ruslan Salakhutdinov
2021 (modified: 02 Oct 2021)
CoRR 2021
Readers:
Everyone
View all 15 publications
Co-Authors
Alex Wilf
Amir Zadeh
Dongyu Li
Eric P. Xing
Eric Xing
Guangyi Chen
Han Zhao
Kun Zhang
Leman Akoglu
Lingjing Kong
Louis-Philippe Morency
Muqiao Yang
Paul Pu Liang
Ruslan Salakhutdinov
Tianqin Li
Xiaorong Zhang
Yao-Hung Hubert Tsai
Yue Zhao
Yuejie Chi