DC
Donghyeon Cho
cs.CVcs.LGeess.IVAlgorithmscs.GRdepth completionknowledge distillationlocal similaritymodel compressionmultimodal learning
On Valency
published · living versionsW_ebnhvjdj·v1 · currentpublished
Look Only When Needed: Certificate-Guided Visual Routing for Efficient Diffusion VLMs
with Joowon Kim, Seungho Shin, Eunho Yang
1 version
Preprints & journals
27 papers in the corpus · 2016–2026High-Resolution Artwork Outpainting with Global Blueprint Guidance and Layout Control2607.06162v1 · Junha Kim, Hyunjoon Park, Donghyeon Cho2026 · 0 citationsarXiv
CURE: Controllable Unified Image Restoration for Complex Degradations2607.03044v1 · Boseong Kim, Donghyeon Cho2026 · 0 citationsarXiv
Consistent Scene Understanding in 3D Gaussian Splatting via Multi-Cue Mask Refinement2607.01708v1 · Hyunjoon Park, Donghyeon Cho2026 · 0 citationsarXiv
Reweighting Framewise Attention in Video Transformers for Facial Expression Understanding2606.30611v4 · Seongro Yoon, Donghyeon Cho, Jinsun Park et al.2026 · 0 citationsarXiv
Deterministic Guidance Diffusion Model for Probabilistic Weather Forecasting2312.02819v1 · Donggeun Yoon, Minseok Seo, Doyi Kim et al.2023 · 0 citationsarXiv
Soundini: Sound-Guided Diffusion for Natural Video Editing2304.06818v1 · Seung Hyun Lee, Sieun Kim, Innfarn Yoo et al.2023 · 4 citationsarXiv
IFQA: Interpretable Face Quality Assessment2211.07077v2 · Byungho Jo, Donghyeon Cho, In Kyu Park et al.2022 · 15 citationsarXiv
Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning2210.07760v1 · Donggeun Yoon, Jinsun Park, Donghyeon Cho2022 · 2 citationsarXiv
Minifying photometric stereo via knowledge distillation-based feature translation.36258399 · Han, Seungoh, Park, Jinsun, Cho, Donghyeon2022 · 5 citationsOptics express. 2022;30(21):38284-38297
Lightweight Depth Completion Network with Local Similarity-Preserving Knowledge Distillation.36236485 · Jeong, Yongseop, Park, Jinsun, Cho, Donghyeon et al.2022 · 12 citationsSensors (Basel, Switzerland). 2022;22(19)
Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation2209.05968v1 · Dae-Young Song, Geonsoo Lee, HeeKyung Lee et al.2022 · 37 citationsarXiv
Domain Adaptation without Source Data2007.01524v4 · Youngeun Kim, Donghyeon Cho, Kyeongtak Han et al.2020 · 191 citationsarXiv
Restore from Restored: Video Restoration with Pseudo Clean Video2003.04279v3 · Seunghwan Lee, Donghyeon Cho, Jiwon Kim et al.2020 · 17 citationsarXiv
Restore from Restored: Single Image Denoising with Pseudo Clean Image2003.04721v3 · Seunghwan Lee, Dongkyu Lee, Donghyeon Cho et al.2020 · 2 citationsarXiv
Self-Supervised Fast Adaptation for Denoising via Meta-Learning2001.02899v1 · Seunghwan Lee, Donghyeon Cho, Jiwon Kim et al.2020 · 8 citationsarXiv
Fast Adaptation to Super-Resolution Networks via Meta-Learning2001.02905v3 · Seobin Park, Jinsu Yoo, Donghyeon Cho et al.2020 · 93 citationsarXiv
Key Instance Selection for Unsupervised Video Object Segmentation1906.07851v2 · Donghyeon Cho, Sungeun Hong, Sungil Kang et al.2019 · 9 citationsarXiv
Discriminative Feature Learning for Unsupervised Video Summarization1811.09791v1 · Yunjae Jung, Donghyeon Cho, Dahun Kim et al.2018 · 142 citationsarXiv
Self-Supervised Video Representation Learning with Space-Time Cubic Puzzles1811.09795v1 · Dahun Kim, Donghyeon Cho, In So Kweon2018 · 321 citationsarXiv
LinkNet: Relational Embedding for Scene Graph1811.06410v1 · Sanghyun Woo, Dahun Kim, Donghyeon Cho et al.2018 · 104 citationsarXiv
Semi-Calibrated Photometric Stereo.30281438 · Cho, Donghyeon, Matsushita, Yasuyuki, Tai, Yu-Wing et al.2020 · 41 citationsIEEE transactions on pattern analysis and machine intelligence. 2020;42(1):232-245
Deep Convolutional Neural Network for Natural Image Matting Using Initial Alpha Mattes.30281457 · Cho, Donghyeon, Tai, Yu-Wing, Kweon, In So2018 · 42 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2019;28(3):1054-1067
Learning Image Representations by Completing Damaged Jigsaw Puzzles1802.01880v1 · Dahun Kim, Donghyeon Cho, Donggeun Yoo et al.2018 · 176 citationsarXiv
Weakly- and Self-Supervised Learning for Content-Aware Deep Image Retargeting1708.02731v1 · Donghyeon Cho, Jinsun Park, Tae-Hyun Oh et al.2017 · 86 citationsarXiv
Two-Phase Learning for Weakly Supervised Object Localization1708.02108v3 · Dahun Kim, Donghyeon Cho, Donggeun Yoo et al.2017 · 144 citationsarXiv
A Unified Approach of Multi-scale Deep and Hand-crafted Features for Defocus Estimation1704.08992v1 · Jinsun Park, Yu-Wing Tai, Donghyeon Cho et al.2017 · 134 citationsarXiv
Automatic Trimap Generation and Consistent Matting for Light-Field Images.28113357 · Donghyeon Cho, Sunyeong Kim, Yu-Wing Tai et al.2018 · 45 citationsIEEE transactions on pattern analysis and machine intelligence. 2017;39(8):1504-1517
Career total: 71 works. 27 are in this corpus.
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