conftrace_

multi-modal contrastive learning

6 papers

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Also known as

MMCL

Co-occurring keywords

multi-modal learning (1278) contrastive learning (4032) downstream task (177) representation learning (6206) single-modal contrastive learning (1) feature learning theory (1) downstream task generalization (1) novel class discovery (29) asymmetric matrix factorization (1) positive pair (5)

Papers

Thinking Aesthetics Assessment of Image Color Temperature: Models, Datasets and Benchmarks AAAI 2026
On the Comparison between Multi-modal and Single-modal Contrastive Learning NIPS 2024
Understanding Dark Scenes by Contrasting Multi-Modal Observations WACV 2024
Improving Paratope and Epitope Prediction by Multi-Modal Contrastive Learning and Interaction Informativeness Estimation IJCAI 2024
Novel Class Discovery in Chest X-rays via Paired Images and Text AAAI 2024
On the Generalization of Multi-modal Contrastive Learning ICML 2023