Poster Learning Human Action Recognition Representations Without Real Humans Howard Zhong · Samarth Mishra · Donghyun Kim · SouYoung Jirealgraphicn · Rameswar Panda · Hilde Kuehne · Leonid Karlinsky · Venkatesh Saligrama · Aude Oliva · Rogerio Feris
Abstract: Image restoration (IR) in real-world scenarios presents significant challenges due to the lack of high-capacity models and comprehensive datasets.To tackle these issues, we present a dual strategy: GenIR, an innovative data curation pipeline, and DreamClear, a cutting-edge Diffusion Transformer (DiT)-based image restoration model.
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