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[CVPR 2024] ViT-Lens: Towards Omni-modal Representations

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I was trying to apply this model to my own data and not getting good results. I ran the NYUv2 dataset through my code, and the results seem to be...

Hi, I have checked the Clip-Vision embedding (last hidden state) of Blip2&InstructBlip on huggingface (instructblip-vicuna-7b), the dimension is 257x1408. However, the multi-modal matching space of ViT-Lens uses 1x768 dimension. I...

The justification in the paper for using disparity is "scale normalization". I know that this comes from OmniVore and ImageBind. However, this does not actually achieve scale normalization. What could...

Hi, thanks for this amazing work. Could you share a demo code on how to combine different modalities into a single image, as mentioned in the paper: _Moreover, the model...