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cs.CV2024★ 2 cited
LLM2CLIP: Powerful Language Model Unlocks Richer Cross-Modality Representation
Weiquan Huang, Aoqi Wu, Yifan Yang +10
CLIP is a seminal multimodal model that maps images and text into a shared representation space through contrastive learning on billions of image-caption pairs. Inspired by the rap…
cs.CV2024★ 1 cited
CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation
Weiquan Huang, Yifei Shen, Yifan Yang
State space models and Mamba-based models have been increasingly applied across various domains, achieving state-of-the-art performance. This technical report introduces the first…