Chun, Sanghyuk

34 publications

ICCV 2025 An Efficient Post-Hoc Framework for Reducing Task Discrepancy of Text Encoders for Composed Image Retrieval Jaeseok Byun, Seokhyeon Jeong, Wonjae Kim, Sanghyuk Chun, Taesup Moon

ICLRW 2025 LongProLIP: A Probabilistic Vision-Language Model with Long Context Text Sanghyuk Chun, Sangdoo Yun

ICLR 2025 Probabilistic Language-Image Pre-Training Sanghyuk Chun, Wonjae Kim, Song Park, Sangdoo Yun

AAAI 2025 Read, Watch and Scream! Sound Generation from Text and Video Yujin Jeong, Yunji Kim, Sanghyuk Chun, Jiyoung Lee

TMLR 2024 CompoDiff: Versatile Composed Image Retrieval with Latent Diffusion Geonmo Gu, Sanghyuk Chun, Wonjae Kim, HeeJae Jun, Yoohoon Kang, Sangdoo Yun

NeurIPS 2024 Do Counterfactually Fair Image Classifiers Satisfy Group Fairness? -- a Theoretical and Empirical Study Sangwon Jung, Sumin Yu, Sanghyuk Chun, Taesup Moon

ECCV 2024 HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts Wonjae Kim, Sanghyuk Chun, Taekyung Kim, Dongyoon Han, Sangdoo Yun

ICLR 2024 Improved Probabilistic Image-Text Representations Sanghyuk Chun

CVPR 2024 Language-Only Training of Zero-Shot Composed Image Retrieval Geonmo Gu, Sanghyuk Chun, Wonjae Kim, Yoohoon Kang, Sangdoo Yun

ECCV 2024 Learning with Unmasked Tokens Drives Stronger Vision Learners Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han

NeurIPSW 2024 Read, Watch and Scream! Sound Generation from Text and Video Yujin Jeong, Yunji Kim, Sanghyuk Chun, Jiyoung Lee

ECCVW 2024 RoCOCO: Robustness Benchmark of MS-COCO to Stress-Test Image-Text Matching Models Seulki Park, Daeho Um, Hajung Yoon, Sanghyuk Chun, Sangdoo Yun

ECCV 2024 Similarity of Neural Architectures Using Adversarial Attack Transferability Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee

ICLR 2024 What Does Automatic Differentiation Compute for Neural Networks? Sejun Park, Sanghyuk Chun, Wonyeol Lee

ICLR 2023 Re-Weighting Based Group Fairness Regularization via Classwise Robust Optimization Sangwon Jung, Taeeon Park, Sanghyuk Chun, Taesup Moon

ICCV 2023 SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage Song Park, Sanghyuk Chun, Byeongho Heo, Wonjae Kim, Sangdoo Yun

CVPRW 2023 Three Recipes for Better 3D Pseudo-GTs of 3D Human Mesh Estimation in the Wild Gyeongsik Moon, Hongsuk Choi, Sanghyuk Chun, Jiyoung Lee, Sangdoo Yun

NeurIPS 2022 A Unified Analysis of Mixed Sample Data Augmentation: A Loss Function Perspective Chanwoo Park, Sangdoo Yun, Sanghyuk Chun

ICML 2022 Dataset Condensation with Contrastive Signals Saehyung Lee, Sanghyuk Chun, Sangwon Jung, Sangdoo Yun, Sungroh Yoon

ECCV 2022 Domain Generalization by Mutual-Information Regularization with Pre-Trained Models Junbum Cha, Kyungjae Lee, Sungrae Park, Sanghyuk Chun

ECCV 2022 ECCV Caption: Correcting False Negatives by Collecting Machine-and-Human-Verified Image-Caption Associations for MS-COCO Sanghyuk Chun, Wonjae Kim, Song Park, Minsuk Chang, Seong Joon Oh

CVPR 2022 Learning Fair Classifiers with Partially Annotated Group Labels Sangwon Jung, Sanghyuk Chun, Taesup Moon

ICLR 2022 ViDT: An Efficient and Effective Fully Transformer-Based Object Detector Hwanjun Song, Deqing Sun, Sanghyuk Chun, Varun Jampani, Dongyoon Han, Byeongho Heo, Wonjae Kim, Ming-Hsuan Yang

ICLR 2022 Which Shortcut Cues Will DNNs Choose? a Study from the Parameter-Space Perspective Luca Scimeca, Seong Joon Oh, Sanghyuk Chun, Michael Poli, Sangdoo Yun

ICLR 2021 AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-Invariant Weights Byeongho Heo, Sanghyuk Chun, Seong Joon Oh, Dongyoon Han, Sangdoo Yun, Gyuwan Kim, Youngjung Uh, Jung-Woo Ha

AAAI 2021 Few-Shot Font Generation with Localized Style Representations and Factorization Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

ICCV 2021 Multiple Heads Are Better than One: Few-Shot Font Generation with Multiple Localized Experts Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim

NeurIPS 2021 Neural Hybrid Automata: Learning Dynamics with Multiple Modes and Stochastic Transitions Michael Poli, Stefano Massaroli, Luca Scimeca, Sanghyuk Chun, Seong Joon Oh, Atsushi Yamashita, Hajime Asama, Jinkyoo Park, Animesh Garg

CVPR 2021 Probabilistic Embeddings for Cross-Modal Retrieval Sanghyuk Chun, Seong Joon Oh, Rafael Sampaio de Rezende, Yannis Kalantidis, Diane Larlus

CVPR 2021 Re-Labeling ImageNet: From Single to Multi-Labels, from Global to Localized Labels Sangdoo Yun, Seong Joon Oh, Byeongho Heo, Dongyoon Han, Junsuk Choe, Sanghyuk Chun

ICCV 2021 Rethinking Spatial Dimensions of Vision Transformers Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh

NeurIPS 2021 SWAD: Domain Generalization by Seeking Flat Minima Junbum Cha, Sanghyuk Chun, Kyungjae Lee, Han-Cheol Cho, Seunghyun Park, Yunsung Lee, Sungrae Park

ECCV 2020 Few-Shot Compositional Font Generation with Dual Memory Junbum Cha, Sanghyuk Chun, Gayoung Lee, Bado Lee, Seonghyeon Kim, Hwalsuk Lee

ICML 2020 Learning De-Biased Representations with Biased Representations Hyojin Bahng, Sanghyuk Chun, Sangdoo Yun, Jaegul Choo, Seong Joon Oh