Mengmeng Ma
8 papers · 2021–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze
❓
The Questioner
(3)
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(6)
Artificial Intelligence
(5)
Core AI
(5)
Application Areas
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Learning Types · Deep Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Bayesian & Probabilistic
(1)
Clinical
(1)
Core Methods
(1)
Learning Paradigms
(1)
Keywords
multimodal learning
(2)
visual evidence
(2)
missing modality
(2)
bayesian inference
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
visual recognition
(1)
privacy preserving
(1)
distribution shift
(1)
distributionally robust
(1)
distributionally robust optimization
(1)
foundation model
(1)
generative adversarial network
(1)
model generalization
(1)
rationale correctness
(1)
modality fusion
(1)
circuit discovery
(1)
out-of-distribution robustness
(1)
bayesian meta-learning
(1)
prediction accuracy
(1)
Papers
Inside-Out: Measuring Generalization in Vision Transformers Through Inner Workings
CVPR 2026
"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
ICML 2025
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
NeurIPS 2024
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients
ICML 2024
DEAL: Disentangle and Localize Concept-level Explanations for VLMs
ECCV 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