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Vaishnav Potlapalli

2 accepted papers

2023

PromptIR: Prompting for All-in-One Image Restoration

NeurIPS 2023poster

Image restoration involves recovering a high-quality clean image from its degraded version. Deep learning-based methods have significantly improved image restoration performance, however, they have limited generalization ability to different degradation types and levels. This restricts their real-wo…

2022

Sketch3T: Test-Time Training for Zero-Shot SBIR

CVPR 2022poster

Zero-shot sketch-based image retrieval typically asks for a trained model to be applied as is to unseen categories. In this paper, we question to argue that this setup by definition is not compatible with the inherent abstract and subjective nature of sketches -- the model might transfer well to new…

Cited by 60PDFScholar