Transductive inference has been widely investigated in few-shot image classification but completely overlooked in the recent fast growing literature on adapting vision-langage models like CLIP. This paper addre
Transductive zero-shot and few-shot CLIP This GitHub repository features code from our CVPR 2024 paper where we tackle zero-shot and few-shot classification using the vision-language model CLIP. Our approach handles groups of unlabeled images together, enhancing accuracy over traditional methods that...
Official repository for the paper TRIDENT: Transductive Decoupled Variational Inference for Few Shot Classification aideep-learningvariational-inferencetransductive-learningfew-shot-learning UpdatedMar 25, 2023 Python Graph Convolutional Networks, Graph Attention Networks, Gated Graph Neural Net, Mixhop ...