| 2026 | ICPR | RARR: Real-time Attention-Driven Rain Removal with Hierarchical Scale-aware Efficient Network. | Seungho Eum, Ihjoon Cho, Jeonghyeon Kim, Junsuk Choe, Unsang Park |
| 2025 | AAAI | ConVis: Contrastive Decoding with Hallucination Visualization for Mitigating Hallucinations in Multimodal Large Language Models. | Yeji Park, Deokyeong Lee, Junsuk Choe, Buru Chang |
| 2025 | ICCV | LMLT: Low-to-high Multi-Level Vision Transformer for Lightweight Image Super- Resolution. | Jeongsoo Kim, Jongho Nang, Junsuk Choe |
| 2025 | ICML | NegMerge: Sign-Consensual Weight Merging for Machine Unlearning. | Hyoseo Kim, Dongyoon Han, Junsuk Choe |
| 2024 | AAAI | Weakly Supervised Semantic Segmentation for Driving Scenes. | Dongseob Kim, Seungho Lee, Junsuk Choe, Hyunjung Shim |
| 2024 | WACV | Small Objects Matters in Weakly-supervised Semantic Segmentation. | Cheolhyun Mun, Sanghuk Lee, Youngjung Uh, Junsuk Choe, Hyeran Byun |
| 2023 | ICCV | Neglected Free Lunch - Learning Image Classifiers Using Annotation Byproducts. | Dongyoon Han, Junsuk Choe, Seonghyeok Chun, John Joon Young Chung, Minsuk Chang, Sangdoo Yun, Jean Y. Song, Seong Joon Oh |
| 2022 | CVPR | Weakly Supervised Semantic Segmentation using Out-of-Distribution Data. | Jungbeom Lee, Seong Joon Oh, Sangdoo Yun, Junsuk Choe, Eunji Kim, Sungroh Yoon |
| 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 | Keep CALM and Improve Visual Feature Attribution. | Jae-Myung Kim, Junsuk Choe, Zeynep Akata, Seong Joon Oh |
| 2021 | ICCV | Normalization Matters in Weakly Supervised Object Localization. | Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak |
| 2021 | ICCV | Contrastive Attention Maps for Self-supervised Co-localization. | Minsong Ki, Youngjung Uh, Junsuk Choe, Hyeran Byun |
| 2020 | CVPR | Evaluating Weakly Supervised Object Localization Methods Right. | Junsuk Choe, Seong Joon Oh, Seungho Lee, Sanghyuk Chun, Zeynep Akata, Hyunjung Shim |
| 2019 | CVPR | Attention-Based Dropout Layer for Weakly Supervised Object Localization. | Junsuk Choe, Hyunjung Shim |
| 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 |