Mengmeng Ma
7 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (19)
β
The Questioner
(3)
π₯
Unstoppable
(5)
Conferences
CVPR (2)
ICML (2)
AAAI (1)
ECCV (1)
NIPS (1)
Top co-authors
Keywords
missing modality
(2)
multimodal learning
(2)
bayesian inference
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
visual recognition
(1)
distributionally robust
(1)
distributionally robust optimization
(1)
foundation model
(1)
generative adversarial network
(1)
model generalization
(1)
rationale correctness
(1)
visual evidence
(1)
modality fusion
(1)
out-of-distribution robustness
(1)
bayesian meta-learning
(1)
prediction accuracy
(1)
explanation method
(1)
data-driven explanation
(1)
explanation robustness
(1)
Papers
"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
ICML 2025
DEAL: Disentangle and Localize Concept-level Explanations for VLMs
ECCV 2024
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients
ICML 2024
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
NIPS 2024
Are Data-Driven Explanations Robust Against Out-of-Distribution Data?
CVPR 2023
Are Multimodal Transformers Robust to Missing Modality?
CVPR 2022
SMIL: Multimodal Learning with Severely Missing Modality
AAAI 2021