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09/03/2023
VGDiffZero: Text-to-image Diffusion Models Can Be Zero-shot Visual Grounders
Large-scale text-to-image diffusion models have shown impressive capabil...
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research
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03/27/2023
Troika: Multi-Path Cross-Modal Traction for Compositional Zero-Shot Learning
Recent compositional zero-shot learning (CZSL) methods adapt pre-trained...
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11/23/2022
VoP: Text-Video Co-operative Prompt Tuning for Cross-Modal Retrieval
Many recent studies leverage the pre-trained CLIP for text-video cross-m...
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08/22/2022
Reference-Limited Compositional Zero-Shot Learning
Compositional zero-shot learning (CZSL) refers to recognizing unseen com...
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07/14/2022
Tree Structure-Aware Few-Shot Image Classification via Hierarchical Aggregation
In this paper, we mainly focus on the problem of how to learn additional...
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04/16/2021
Pareto Self-Supervised Training for Few-Shot Learning
While few-shot learning (FSL) aims for rapid generalization to new conce...
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09/10/2020