Martin Q. Ma
6 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(14)
Conferences
ICLR (3)
CVPR (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
self-supervised learning
(2)
representation learning
(2)
image reconstruction
(1)
mutual information
(1)
hallucination mitigation
(1)
multimodal representation
(1)
large vision-language model
(1)
masked autoencoder
(1)
contrastive decoding
(1)
hierarchical latent variable model
(1)
text-to-visual entropy
(1)
real-time deployment
(1)
contrastive learning
(1)
Papers
ONLY: One-Layer Intervention Sufficiently Mitigates Hallucinations in Large Vision-Language Models
ICCV 2025
Self-Correcting Decoding with Generative Feedback for Mitigating Hallucinations in Large Vision-Language Models
ICLR 2025
Factorized Contrastive Learning: Going Beyond Multi-view Redundancy
NIPS 2023
Understanding Masked Autoencoders via Hierarchical Latent Variable Models
CVPR 2023
Conditional Contrastive Learning with Kernel
ICLR 2022
Self-supervised Representation Learning with Relative Predictive Coding
ICLR 2021