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20232026
most citedA Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks

2 citations · 2 across the 2 of their papers we have counts for

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cs.CV2026

ReState: Noise-Level-Aware State Correction for Training-Free Object Removal in Few-Step Diffusion Models

Donghwan Lee, Sanghyun Jo, Sihyun Kim +2

Training-free object removal commonly redirects self-attention away from the target region, but on few-step distilled diffusion models this often leaves object-shaped residuals. We…

cs.CV2026

Depth-to-RGB: Repurposing a Frozen Depth Estimator for Geometry-Guided Compositing

Sanghyun Jo, Chae Yeon Lim, Donghwan Lee +3

Reference-based object compositing inserts or replaces an object using a background image, a reference image, and a 2D compositing mask. These inputs guide appearance and placement…