| 2025 | AAAI | Read, Watch and Scream! Sound Generation from Text and Video. | Yujin Jeong, Yunji Kim, Sanghyuk Chun, Jiyoung Lee |
| 2025 | ICCV | 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 |
| 2025 | ICLR | Probabilistic Language-Image Pre-Training. | Sanghyuk Chun, Wonjae Kim, Song Park, Sangdoo Yun |
| 2024 | CVPR | Language-only Efficient Training of Zero-shot Composed Image Retrieval. | Geonmo Gu, Sanghyuk Chun, Wonjae Kim, Yoohoon Kang, Sangdoo Yun |
| 2024 | ECCV | Similarity of Neural Architectures Using Adversarial Attack Transferability. | Jaehui Hwang, Dongyoon Han, Byeongho Heo, Song Park, Sanghyuk Chun, Jong-Seok Lee |
| 2024 | ECCV | Learning with Unmasked Tokens Drives Stronger Vision Learners. | Taekyung Kim, Sanghyuk Chun, Byeongho Heo, Dongyoon Han |
| 2024 | ECCV | HYPE: Hyperbolic Entailment Filtering for Underspecified Images and Texts. | Wonjae Kim, Sanghyuk Chun, Taekyung Kim, Dongyoon Han, Sangdoo Yun |
| 2024 | ECCV | RoCOCO: Robustness Benchmark of MS-COCO to Stress-Test Image-Text Matching Models. | Seulki Park, Daeho Um, Hajung Yoon, Sanghyuk Chun, Sangdoo Yun |
| 2024 | ICLR | Improved Probabilistic Image-Text Representations. | Sanghyuk Chun |
| 2024 | ICLR | What does automatic differentiation compute for neural networks? | Sejun Park, Sanghyuk Chun, Wonyeol Lee |
| 2024 | NAACL | Toward Interactive Regional Understanding in Vision-Large Language Models. | Jungbeom Lee, Sanghyuk Chun, Sangdoo Yun |
| 2023 | CVPR | 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 |
| 2023 | ICCV | SeiT: Storage-Efficient Vision Training with Tokens Using 1% of Pixel Storage. | Song Park, Sanghyuk Chun, Byeongho Heo, Wonjae Kim, Sangdoo Yun |
| 2023 | ICLR | Re-weighting Based Group Fairness Regularization via Classwise Robust Optimization. | Sangwon Jung, Taeeon Park, Sanghyuk Chun, Taesup Moon |
| 2022 | CVPR | Learning Fair Classifiers with Partially Annotated Group Labels. | Sangwon Jung, Sanghyuk Chun, Taesup Moon |
| 2022 | ECCV | Domain Generalization by Mutual-Information Regularization with Pre-trained Models. | Junbum Cha, Kyungjae Lee, Sungrae Park, Sanghyuk Chun |
| 2022 | ECCV | 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 |
| 2022 | ICLR | Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective. | Luca Scimeca, Seong Joon Oh, Sanghyuk Chun, Michael Poli, Sangdoo Yun |
| 2022 | ICLR | 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 |
| 2022 | ICML | Dataset Condensation with Contrastive Signals. | Saehyung Lee, Sanghyuk Chun, Sangwon Jung, Sangdoo Yun, Sungroh Yoon |
| 2021 | AAAI | Few-shot Font Generation with Localized Style Representations and Factorization. | Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim |
| 2021 | CVPR | Probabilistic Embeddings for Cross-Modal Retrieval. | Sanghyuk Chun, Seong Joon Oh, Rafael Sampaio de Rezende, Yannis Kalantidis, Diane Larlus |
| 2021 | CVPR | 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 |
| 2021 | ICCV | Rethinking Spatial Dimensions of Vision Transformers. | Byeongho Heo, Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Junsuk Choe, Seong Joon Oh |
| 2021 | ICCV | Multiple Heads are Better than One: Few-shot Font Generation with Multiple Localized Experts. | Song Park, Sanghyuk Chun, Junbum Cha, Bado Lee, Hyunjung Shim |
| 2021 | ICLR | 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 |
| 2020 | CVPR | Evaluating Weakly Supervised Object Localization Methods Right. | Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim |
| 2020 | ECCV | Few-Shot Compositional Font Generation with Dual Memory. | Junbum Cha, Sanghyuk Chun, Gayoung Lee, Bado Lee, Seonghyeon Kim, Hwalsuk Lee |
| 2020 | ICASSP | Data-Driven Harmonic Filters for Audio Representation Learning. | Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra |
| 2020 | ICML | Learning De-biased Representations with Biased Representations. | Hyojin Bahng, Sanghyuk Chun, Sangdoo Yun, Jaegul Choo, Seong Joon Oh |
| 2019 | ICCV | Photorealistic Style Transfer via Wavelet Transforms. | Jaejun Yoo, Youngjung Uh, Sanghyuk Chun, Byeongkyu Kang, Jung-Woo Ha |
| 2019 | ICCV | CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features. | Sangdoo Yun, Dongyoon Han, Sanghyuk Chun, Seong Joon Oh, Youngjoon Yoo, Junsuk Choe |