CLIP-Mamba: CLIP Pretrained Mamba Models withOOD and Hessian Evaluation 方法:论文介绍了第一次尝试使用对比性语言-图像预训练(CLIP)来训练可转移的Mamba模型,通过对26个零样本分类数据集和16个超出分布(OOD)数据集进行全面评估,发现拥有6700万参数的Mamba模型在零样本分类任务上与拥有3.07亿参数的Vision Transformer...
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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 attempt to train a transferable Mamba model utilizing contrastive language-image pretraining (CLIP). We have trained Mamba ...
比如首次提出的CLIP-Mamba模型,仅用1/5参数就达到ViT天花板性能;还有北大最新的CLIP-GS,在实时渲染速度和分割精度方面实现SOTA效果。 为帮助同学们了解最新动态,这次我整理了12个最新的CLIP结合创新方案,基本都有开源代码,包含了热门的Mamba、Transformer等主题,希望能给各位提供新的思路。
比如首次提出的CLIP-Mamba模型,仅用1/5参数就达到ViT天花板性能;还有北大最新的CLIP-GS,在实时渲染速度和分割精度方面实现SOTA效果。 为帮助同学们了解最新动态,这次我整理了12个最新的CLIP结合创新方案,基本都有开源代码,包含了热门的Mamba、Transformer等主题,希望能给各位提供新的思路。 扫码添加小享,回复“CLIP创新...
Paper tables with annotated results for CLIP-Mamba: CLIP Pretrained Mamba Models with OOD and Hessian Evaluation
(CLIP). We have trained Mamba models of varying sizes and undertaken comprehensive evaluations of these models on 26 zero-shot classification datasets and 16 out-of-distribution (OOD) datasets. Our findings reveal that a Mamba model with 67 million parameters is on par with a 307 million-...
比如首次提出的CLIP-Mamba模型,仅用1/5参数就达到ViT天花板性能;还有北大最新的CLIP-GS,在实时渲染速度和分割精度方面实现SOTA效果。 为帮助同学们了解最新动态,这次我整理了12个最新的CLIP结合创新方案,基本都有开源代码,包含了热门的Mamba、Transformer等主题,希望能给各位提供新的思路。