Mengxi Chen
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
π§
Keyword Pioneer
π
Conference Polyglot
(3)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(16)
Conferences
CVPR (2)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
multimodal learning
(4)
representation learning
(3)
noisy correspondence
(2)
contrastive learning
(2)
knowledge distillation
(2)
mutual information maximization
(1)
probabilistic distribution
(1)
multimodal representation learning
(1)
sample selection
(1)
missing modality robustness
(1)
cross-modal alignment
(1)
missing modality
(1)
training acceleration
(1)
multimodal datum
(1)
structure consistency
(1)
cross-modal knowledge distillation
(1)
geometrical structure
(1)
geometrical structure consistency
(1)
adversarial learning
(1)
conformal prediction
(1)
Papers
Differential-informed Sample Selection Accelerates Multimodal Contrastive Learning
ICCV 2025
Probabilistic Conformal Distillation for Enhancing Missing Modality Robustness
NIPS 2024
Mitigating Noisy Correspondence by Geometrical Structure Consistency Learning
CVPR 2024
Enhanced Multimodal Representation Learning With Cross-Modal KD
CVPR 2023