"contrastive language-image pretraining" Papers

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AmorLIP: Efficient Language-Image Pretraining via Amortization

Haotian Sun, Yitong Li, Yuchen Zhuang et al.

NeurIPS 2025posterarXiv:2505.18983

Kronecker Mask and Interpretive Prompts are Language-Action Video Learners

Jingyi Yang, Zitong YU, Nixiuming et al.

ICLR 2025oralarXiv:2502.03549

Scaling Language-Free Visual Representation Learning

David Fan, Shengbang Tong, Jiachen Zhu et al.

ICCV 2025highlightarXiv:2504.01017

Vision-Language Models Do Not Understand Negation

Kumail Alhamoud, Shaden Alshammari, Yonglong Tian et al.

CVPR 2025posterarXiv:2501.09425

Concept-Guided Prompt Learning for Generalization in Vision-Language Models

Yi Zhang, Ce Zhang, Ke Yu et al.

AAAI 2024paperarXiv:2401.07457

Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection

Chentao Cao, Zhun Zhong, Zhanke Zhou et al.

ICML 2024poster

Expediting Contrastive Language-Image Pretraining via Self-Distilled Encoders

Bumsoo Kim, Jinhyung Kim, Yeonsik Jo et al.

AAAI 2024paperarXiv:2312.12659

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

Yu Zhang, Qi Zhang, Zixuan Gong et al.

ICML 2024poster

OT-CLIP: Understanding and Generalizing CLIP via Optimal Transport

Liangliang Shi, Jack Fan, Junchi Yan

ICML 2024poster