Search Results for author: Vaishnav Potlapalli

Found 2 papers, 1 papers with code

PromptIR: Prompting for All-in-One Blind Image Restoration

1 code implementation22 Jun 2023 Vaishnav Potlapalli, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan

We present a prompt-based learning approach, PromptIR, for All-In-One image restoration that can effectively restore images from various types and levels of degradation.

Image Denoising Image Restoration +1

Sketch3T: Test-Time Training for Zero-Shot SBIR

no code implementations CVPR 2022 Aneeshan Sain, Ayan Kumar Bhunia, Vaishnav Potlapalli, Pinaki Nath Chowdhury, Tao Xiang, Yi-Zhe Song

In this paper, we question to argue that this setup by definition is not compatible with the inherent abstract and subjective nature of sketches, i. e., the model might transfer well to new categories, but will not understand sketches existing in different test-time distribution as a result.

Meta-Learning Retrieval +1

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