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05/24/2023
Unpaired Image-to-Image Translation via Neural Schrödinger Bridge
Diffusion models are a powerful class of generative models which simulat...
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01/28/2023
ZegOT: Zero-shot Segmentation Through Optimal Transport of Text Prompts
Recent success of large-scale Contrastive Language-Image Pre-training (C...
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12/05/2021
Noise Distribution Adaptive Self-Supervised Image Denoising using Tweedie Distribution and Score Matching
Tweedie distributions are a special case of exponential dispersion model...
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06/13/2021
Noise2Score: Tweedie's Approach to Self-Supervised Image Denoising without Clean Images
Recently, there has been extensive research interest in training deep ne...
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02/11/2020
Task-Aware Variational Adversarial Active Learning
Deep learning has achieved remarkable performance in various tasks thank...
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12/18/2018