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Vatsal Agarwal

2 accepted papers

2024

Do text-free diffusion models learn discriminative visual representations?

ECCV 2024poster

"Diffusion models have proven to be state-of-the-art methods for generative tasks. These models involve training a U-Net to iteratively predict and remove noise, and the resulting model can synthesize high-fidelity, diverse, novel images. However, text-free diffusion models have typically not been e…

2024

LEIA: Latent View-invariant Embeddings for Implicit 3D Articulation

ECCV 2024poster

"Neural Radiance Fields (NeRFs) have revolutionized the reconstruction of static scenes and objects in 3D, offering unprecedented quality. However, extending NeRFs to model dynamic objects or object articulations remains a challenging problem. Previous works have tackled this issue by focusing on pa…

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