"multimodal representation learning" Papers

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Scaling Language-Free Visual Representation Learning

David Fan, Shengbang Tong, Jiachen Zhu et al.

ICCV 2025highlightarXiv:2504.01017

Better Safe than Sorry: Pre-training CLIP against Targeted Data Poisoning and Backdoor Attacks

Wenhan Yang, Jingdong Gao, Baharan Mirzasoleiman

ICML 2024poster

MLIP: Efficient Multi-Perspective Language-Image Pretraining with Exhaustive Data Utilization

Yu Zhang, Qi Zhang, Zixuan Gong et al.

ICML 2024poster

Towards Multimodal Open-Set Domain Generalization and Adaptation through Self-supervision

Hao Dong, Eleni Chatzi, Olga Fink

ECCV 2024posterarXiv:2407.01518