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Jinwoo Kim

2 papers indexed

arxivcs.CVcs.AI2026-07-20

Coarse-to-fine Framework for Generative MEF via Implicit Neural Representation

Sangmin Han, Jinho Kim, Jinwoo Kim, Dongyoung Kim, Seon Joo Kim

Multi-exposure fusion (MEF) expands the luminance range beyond what a single exposure can capture. Combining images taken at different exposure levels requires handling geometric differences while naturally merging their complementary brightness information. It often demands gene…

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arxivcs.CLcs.AI2026-07-01

Self-conditioned Flow Map Language Models via Fixed-point Flows

Jaehoon Yoo, Wonjung Kim, Floor Eijkelboom, Chanhyuk Lee, Nicholas M. Boffi, Seunghoon Hong, et al.

Self-conditioning is a core technique that enhances continuous flow-based language models, where the model learns to denoise generated text by conditioning on its own denoising estimate. While empirically successful, its performance improvements are poorly understood. Moreover, t…

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