| 2025 | CVPR | Tripartite Weight-Space Ensemble for Few-Shot Class-Incremental Learning. | Juntae Lee, Munawar Hayat, Sungrack Yun |
| 2025 | ICCV | ConsNoTrainLoRA: Data-driven Weight Initialization of Low-Rank Adapters Using Constraints. | Debasmit Das, Hyoungwoo Park, Munawar Hayat, Seokeon Choi, Sungrack Yun, Fatih Porikli |
| 2025 | ICCV | Steering Guidance for Personalized Text-to-Image Diffusion Models. | Sunghyun Park, Seokeon Choi, Hyoungwoo Park, Sungrack Yun |
| 2024 | ECCV | FedHide: Federated Learning by Hiding in the Neighbors. | Hyunsin Park, Sungrack Yun |
| 2024 | ECCV | Feature Diversification and Adaptation for Federated Domain Generalization. | Seunghan Yang, Seokeon Choi, Hyunsin Park, Sungha Choi, Simyung Chang, Sungrack Yun |
| 2024 | ICASSP | Balanced Learning for Multi-Domain Long-Tailed Speaker Recognition. | Janghoon Cho, Sunghyun Park, Hyunsin Park, Hyoungwoo Park, Seunghan Yang, Sungrack Yun |
| 2023 | CVPR | Progressive Random Convolutions for Single Domain Generalization. | Seokeon Choi, Debasmit Das, Sungha Choi, Seunghan Yang, Hyunsin Park, Sungrack Yun |
| 2023 | CVPR | Neural Transformation Network to Generate Diverse Views for Contrastive Learning. | Taekyung Kim, Debasmit Das, Seokeon Choi, Minki Jeong, Seunghan Yang, Sungrack Yun, Changick Kim |
| 2023 | ICCV | Few-Shot Common Action Localization via Cross-Attentional Fusion of Context and Temporal Dynamics. | Juntae Lee, Mihir Jain, Sungrack Yun |
| 2023 | ICCV | Label Shift Adapter for Test-Time Adaptation under Covariate and Label Shifts. | Sunghyun Park, Seunghan Yang, Jaegul Choo, Sungrack Yun |
| 2023 | ICIP | Multi-Scale Temporal Feature Fusion for Few-Shot Action Recognition. | Jun-Tae Lee, Sungrack Yun |
| 2022 | AAAI | Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks. | Jun-Tae Lee, Hyunsin Park, Sungrack Yun, Simyung Chang |
| 2022 | ECCV | Improving Test-Time Adaptation Via Shift-Agnostic Weight Regularization and Nearest Source Prototypes. | Sungha Choi, Seunghan Yang, Seokeon Choi, Sungrack Yun |
| 2022 | ICLR | ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning. | Debasmit Das, Sungrack Yun, Fatih Porikli |
| 2022 | Interspeech | Domain Agnostic Few-shot Learning for Speaker Verification. | Seunghan Yang, Debasmit Das, Janghoon Cho, Hyoungwoo Park, Sungrack Yun |
| 2022 | WACV | Leaky Gated Cross-Attention for Weakly Supervised Multi-Modal Temporal Action Localization. | Jun-Tae Lee, Sungrack Yun, Mihir Jain |
| 2021 | ICASSP | Subspectral Normalization for Neural Audio Data Processing. | Simyung Chang, Hyoungwoo Park, Janghoon Cho, Hyunsin Park, Sungrack Yun, Kyuwoong Hwang |
| 2021 | ICASSP | Prototype-Based Personalized Pruning. | Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak |
| 2021 | ICCV | Efficient Action Recognition via Dynamic Knowledge Propagation. | Hanul Kim, Mihir Jain, Jun-Tae Lee, Sungrack Yun, Fatih Porikli |
| 2021 | ICLR | Cross-Attentional Audio-Visual Fusion for Weakly-Supervised Action Localization. | Jun-Tae Lee, Mihir Jain, Hyoungwoo Park, Sungrack Yun |
| 2021 | ICML | Federated Learning of User Verification Models Without Sharing Embeddings. | Hossein Hosseini, Hyunsin Park, Sungrack Yun, Christos Louizos, Joseph Soriaga, Max Welling |
| 2020 | CVPR | End-to-End Lane Marker Detection via Row-wise Classification. | Seungwoo Yoo, Heeseok Lee, Heesoo Myeong, Sungrack Yun, Hyoungwoo Park, Janghoon Cho, Duck Hoon Kim |
| 2019 | Interspeech | An End-to-End Text-Independent Speaker Verification Framework with a Keyword Adversarial Network. | Sungrack Yun, Janghoon Cho, Jungyun Eum, Wonil Chang, Kyuwoong Hwang |
| 2017 | Interspeech | Speaker Clustering by Iteratively Finding Discriminative Feature Space and Cluster Labels. | Sungrack Yun, Hye Jin Jang, Taesu Kim |
| 2012 | ACCV | Joint Kernel Learning for Supervised Image Segmentation. | Jongmin Kim, Youngjoo Seo, Sanghyuk Park, Sungrack Yun, Chang D. Yoo |
| 2011 | ICASSP | Learning a discriminative visual codebook using homonym scheme. | SeungRyul Baek, Chang D. Yoo, Sungrack Yun |
| 2010 | ICASSP | Largemargin training of semi-Markov model for phonetic recognition. | Sungwoong Kim, Sungrack Yun, Chang Dong Yoo |
| 2010 | ICASSP | Parametric emotional singing voice synthesis. | Younsung Park, Sungrack Yun, Chang Dong Yoo |
| 2009 | ICASSP | Speech emotion recognition via a max-margin framework incorporating a loss function based on the Watson and Tellegen's emotion model. | Sungrack Yun, Chang Dong Yoo |
| 2004 | Interspeech | Hybrid utterance verification based on n-best models and model derived from kulback-leibler divergence. | Minho Jin, Gyucheol Jang, Sungrack Yun, Chang Dong Yoo |