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FocusCLIP: Multimodal Subject-Level Guidance for Zero-Shot Transfer in Human-...
FocusCLIP: Multimodal Subject-Level Guidance for Zero-Shot Transfer in Human-Centric Tasks. This paper introduces FocusCLIP, an enhancement for CLIP pretraining using a new ROI... -
ESP-ZERO: UNSUPERVISED ENHANCEMENT OF ZERO-SHOT CLASSIFICATION FOR EXTREMELY ...
The proposed approach enhances the zero-shot classification capability on extremely sparse point clouds. -
Diffusion Classifier
The authors propose a method for zero-shot classification that leverages conditional density estimates from text-to-image diffusion models.