Search Results for author: Inbum Park

Found 4 papers, 1 papers with code

Factorized Diffusion: Perceptual Illusions by Noise Decomposition

no code implementations17 Apr 2024 Daniel Geng, Inbum Park, Andrew Owens

And we explore a decomposition by a motion blur kernel, which produces images that change appearance under motion blurring.

Denoising

Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models

no code implementations29 Nov 2023 Daniel Geng, Inbum Park, Andrew Owens

During the reverse diffusion process, we estimate the noise from different views of a noisy image, and then combine these noise estimates together and denoise the image.

On the Robustness of Normalizing Flows for Inverse Problems in Imaging

no code implementations ICCV 2023 Seongmin Hong, Inbum Park, Se Young Chun

Most normalizing flows for inverse problems in imaging employ the conditional affine coupling layer that can generate diverse images quickly.

Low-Light Image Enhancement Super-Resolution

Probabilistic Implicit Scene Completion

2 code implementations ICLR 2022 Dongsu Zhang, Changwoon Choi, Inbum Park, Young Min Kim

We also demonstrate that our approach outperforms deterministic models even in less ambiguous cases with a small amount of missing data, which infers that probabilistic formulation is crucial for high-quality geometry completion on input scans exhibiting any levels of completeness.

valid

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