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Diffusion-TTA
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Generative diffusion models are great test-time adapters for discriminative models.
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2026-02-03 19:38:44
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Diffusion-TTA Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback Mihir Prabhudesai Tsung-Wei Ke Alexander C. Li Deepak Pathak Katerina Fragkiadaki Carnegie Mellon University NeurIPS 2023 Paper arXiv Code Your browser does not support the video tag. Abstract The advancements in generative modeling, particularly the advent of diffusion models, have sparked a fundamental question: how can these models be effectively used for discriminative tasks? In this work, we find that generative models can be great test-time adapters for discriminative models. Our method, Diffusion-TTA, adapts pre-trained ...
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