| 2026 | AAAI | Targeted Data Protection for Diffusion Model by Matching Training Trajectory. | Hojun Lee, Mijin Koo, Yeji Song, Nojun Kwak |
| 2026 | ACL | Knowledge Beyond Language: Bridging the Gap in Multilingual Machine Unlearning Evaluation. | Kyomin Hwang, Hyeonjin Kim, Sangyeon Cho, Nojun Kwak |
| 2026 | ACL | Unlocking the Potential of Diffusion Language Models through Template Infilling. | Junhoo Lee, Seungyeon Kim, Nojun Kwak |
| 2026 | CHI | PedaCo-Gen: Scaffolding Pedagogical Agency in Human-AI Collaborative Video Authoring. | Injun Baek, Yearim Kim, Nojun Kwak |
| 2026 | WACV | Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings. | Jinyung Hong, Yearim Kim, Keun Hee Park, Sangyu Han, Nojun Kwak, Theodore P. Pavlic |
| 2025 | AAAI | Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. | Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak |
| 2025 | CVPR | Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization. | Dongkwan Lee, Kyomin Hwang, Nojun Kwak |
| 2025 | CVPR | ARC-NeRF: Area Ray Casting for Broader Unseen View Coverage in Few-shot Object Rendering. | Seunghyeon Seo, Yeonjin Chang, Jayeon Yoo, Seungwoo Lee, Hojun Lee, Nojun Kwak |
| 2025 | ICCV | What's Making That Sound Right Now? Video-Centric Audio-Visual Localization. | Hahyeon Choi, Junhoo Lee, Nojun Kwak |
| 2025 | ICCV | ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation. | Jimyeong Kim, Jungwon Park, Yeji Song, Nojun Kwak, Wonjong Rhee |
| 2025 | ICCV | Style Composition Within Distinct LoRA Modules for Traditional Art. | Jaehyun Lee, Wonhark Park, Wonsik Shin, Hyunho Lee, Hyoung Min Na, Nojun Kwak |
| 2025 | WACV | TPD-STR: Text Polygon Detection with Split Transformers. | Sangyeon Kim, Sangkuk Lee, Jeesoo Kim, Nojun Kwak |
| 2024 | AAAI | Any-Way Meta Learning. | Junhoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak |
| 2024 | BMVC | A Revisit to the Decoder for Camouflaged Object Detection. | Seung Woo Ko, Joopyo Hong, Suyoung Kim, Seungjai Bang, Sungzoon Cho, Nojun Kwak, Hyung-Sin Kim, Joonseok Lee |
| 2024 | CVPR | NICE: CVPR 2023 Challenge on Zero-shot Image Captioning. | Taehoon Kim, Pyunghwan Ahn, Sangyun Kim, Sihaeng Lee, Mark Marsden, Alessandra Sala, Seung Hwan Kim, Bohyung Han, Kyoung Mu Lee, Honglak Lee, Kyounghoon Bae, Xiangyu Wu, Yi Gao, Hailiang Zhang, Yang Yang, Weili Guo, Jianfeng Lu, Youngtaek Oh, Jae-Won Cho, Dong-Jin Kim, In So Kweon, Junmo Kim, Wooyoung Kang, Won Young Jhoo, Byungseok Roh, Jonghwan Mun, Solgil Oh, Kenan Emir Ak, Gwang-Gook Lee, Yan Xu, Mingwei Shen, Kyomin Hwang, Wonsik Shin, Kamin Lee, Wonhark Park, Dongkwan Lee, Nojun Kwak, Yujin Wang, Yimu Wang, Tiancheng Gu, Xingchang Lv, Mingmao Sun |
| 2024 | CVPR | Coreset Selection for Object Detection. | Hojun Lee, Suyoung Kim, Junhoo Lee, Jaeyoung Yoo, Nojun Kwak |
| 2024 | CVPR | What, How, and When Should Object Detectors Update in Continually Changing Test Domains? | Jayeon Yoo, Dongkwan Lee, Inseop Chung, Donghyun Kim, Nojun Kwak |
| 2024 | ECCV | Practical Dataset Distillation Based on Deep Support Vectors. | Hyunho Lee, Junhoo Lee, Nojun Kwak |
| 2024 | ECCV | SAVE: Protagonist Diversification with Structure Agnostic Video Editing. | Yeji Song, Wonsik Shin, Junsoo Lee, Jeesoo Kim, Nojun Kwak |
| 2024 | EMNLP | MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline. | Donghoon Han, Eunhwan Park, Gisang Lee, Adam Lee, Nojun Kwak |
| 2024 | ICLR | Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition. | Sangyu Han, Yearim Kim, Nojun Kwak |
| 2024 | NAACL | Advancing Beyond Identification: Multi-bit Watermark for Large Language Models. | KiYoon Yoo, Wonhyuk Ahn, Nojun Kwak |
| 2024 | WACV | Fast Sun-aligned Outdoor Scene Relighting based on TensoRF. | Yeonjin Chang, Yearim Kim, Seunghyeon Seo, Jung Yi, Nojun Kwak |
| 2023 | AAAI | Unifying Vision-Language Representation Space with Single-Tower Transformer. | Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak |
| 2023 | ACL | Robust Multi-bit Natural Language Watermarking through Invariant Features. | KiYoon Yoo, Wonhyuk Ahn, Jiho Jang, Nojun Kwak |
| 2023 | CVPR | MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs. | Seunghyeon Seo, Donghoon Han, Yeonjin Chang, Nojun Kwak |
| 2023 | ICASSP | Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation. | Jookyung Song, Yeonjin Chang, Seonguk Park, Nojun Kwak |
| 2023 | ICCV | FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis. | Seunghyeon Seo, Yeonjin Chang, Nojun Kwak |
| 2023 | ICML | End-to-End Multi-Object Detection with a Regularized Mixture Model. | Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak |
| 2023 | WACV | Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation. | Inseop Chung, Jayeon Yoo, Nojun Kwak |
| 2023 | WACV | Self-Distilled Self-supervised Representation Learning. | Jiho Jang, Seonhoon Kim, KiYoon Yoo, Chaerin Kong, Jangho Kim, Nojun Kwak |
| 2023 | WACV | Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation. | Chaerin Kong, Dong Hyeon Jeon, Ohjoon Kwon, Nojun Kwak |
| 2023 | UAI | MDPose: real-time multi-person pose estimation via mixture density model. | Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, Nojun Kwak |
| 2022 | ACL | Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation. | KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak |
| 2022 | BMVC | Towards Efficient Neural Scene Graphs by Learning Consistency Fields. | Yeji Song, Chaerin Kong, Seoyoung Lee, Nojun Kwak, Joonseok Lee |
| 2022 | CVPR | Imposing Consistency for Optical Flow Estimation. | Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak |
| 2022 | CVPR | MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection. | Jongmok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak |
| 2022 | CVPR | MatteFormer: Transformer-Based Image Matting via Prior-Tokens. | Gyutae Park, Sungjoon Son, Jaeyoung Yoo, Seho Kim, Nojun Kwak |
| 2022 | ECCV | Few-Shot Image Generation with Mixup-Based Distance Learning. | Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak |
| 2022 | ECCV | Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box. | Jayeon Yoo, Inseop Chung, Nojun Kwak |
| 2022 | EMNLP | Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. | KiYoon Yoo, Nojun Kwak |
| 2022 | ICML | Variational On-the-Fly Personalization. | Jangho Kim, Juntae Lee, Simyung Chang, Nojun Kwak |
| 2022 | ICPRAM | The U-Net based GLOW for Optical-Flow-Free Video Interframe Generation. | Saem Park, Donghoon Han, Nojun Kwak |
| 2022 | LREC | Korean Language Modeling via Syntactic Guide. | Hyeondey Kim, Seonhoon Kim, Inho Kang, Nojun Kwak, Pascale Fung |
| 2022 | WACV | Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation. | Inseop Chung, Daesik Kim, Nojun Kwak |
| 2022 | WACV | Few-Shot Object Detection by Attending to Per-Sample-Prototype. | Hojun Lee, Myunggi Lee, Nojun Kwak |
| 2022 | WACV | Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. | John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak |
| 2021 | AAAI | Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA. | Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak |
| 2021 | CVPR | Interpolation-Based Semi-Supervised Learning for Object Detection. | Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak |
| 2021 | CVPR | Phase Selective Convolution. | Jamie Menjay Lin, Parham Noorzad, Yang Yang, Nojun Kwak, Fatih Porikli |
| 2021 | CVPR | Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation. | Hyojin Park, Jayeon Yoo, Seohyeong Jeong, Ganesh Venkatesh, Nojun Kwak |
| 2021 | ICASSP | Prototype-Based Personalized Pruning. | Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak |
| 2021 | ICCV | Normalization Matters in Weakly Supervised Object Localization. | Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak |
| 2021 | ICCV | LFI-CAM: Learning Feature Importance for Better Visual Explanation. | Kwang Hee Lee, Chaewon Park, Junghyun Oh, Nojun Kwak |
| 2021 | ICCV | Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image. | Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak |
| 2021 | ICONIP | Vehicle Image Generation Going Well with the Surroundings. | Jeesoo Kim, Jangho Kim, Jaeyoung Yoo, Daesik Kim, Nojun Kwak |
| 2021 | Interspeech | PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation. | Jangho Kim, Simyung Chang, Nojun Kwak |
| 2021 | IROS | Part-Aware Data Augmentation for 3D Object Detection in Point Cloud. | Jaeseok Choi, Yeji Song, Nojun Kwak |
| 2020 | AAAI | Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction. | Daesik Kim, Gyujeong Lee, Jisoo Jeong, Nojun Kwak |
| 2020 | AAAI | URNet: User-Resizable Residual Networks with Conditional Gating Module. | Sang-Ho Lee, Simyung Chang, Nojun Kwak |
| 2020 | CVPR | LSQ+: Improving low-bit quantization through learnable offsets and better initialization. | Yash Bhalgat, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, Nojun Kwak |
| 2020 | CVPR | StackNet: Stacking feature maps for Continual learning. | Jangho Kim, Jeesoo Kim, Nojun Kwak |
| 2020 | ECAI | Feature-Level Ensemble Knowledge Distillation for Aggregating Knowledge from Multiple Networks. | Seonguk Park, Nojun Kwak |
| 2020 | ECCV | Procrustean Regression Networks: Learning 3D Structure of Non-rigid Objects from 2D Annotations. | Sungheon Park, Minsik Lee, Nojun Kwak |
| 2020 | ECCV | SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation. | John Yang, Hyung Jin Chang, Seungeui Lee, Nojun Kwak |
| 2020 | ICIP | Kl-Divergence-Based Region Proposal Network For Object Detection. | Geonseok Seo, Jaeyoung Yoo, Jaeseok Choi, Nojun Kwak |
| 2020 | ICIP | Unpriortized Autoencoder For Image Generation. | Jaeyoung Yoo, Hojun Lee, Nojun Kwak |
| 2020 | ICML | Feature-map-level Online Adversarial Knowledge Distillation. | Inseop Chung, Seonguk Park, Jangho Kim, Nojun Kwak |
| 2020 | ICPR | Feature Fusion for Online Mutual Knowledge Distillation. | Jangho Kim, Minsung Hyun, Inseop Chung, Nojun Kwak |
| 2020 | ICPRAM | Self-Training using Selection Network for Semi-supervised Learning. | Jisoo Jeong, Seungeui Lee, Nojun Kwak |
| 2020 | WACV | SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder. | Hyojin Park, Lars Lowe Sjsund, Young Joon Yoo, Nicolas Monet, Jihwan Bang, Nojun Kwak |
| 2019 | AAAI | Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information. | Seonhoon Kim, Inho Kang, Nojun Kwak |
| 2019 | ACL | Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension. | Daesik Kim, Seonhoon Kim, Nojun Kwak |
| 2019 | ACML | Towards Governing Agent's Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning. | John Yang, Gyuejeong Lee, Simyung Chang, Nojun Kwak |
| 2019 | ICCV | Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation. | Simyung Chang, Seonguk Park, John Yang, Nojun Kwak |
| 2019 | ICCV | A Comprehensive Overhaul of Feature Distillation. | Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi |
| 2019 | IJCNN | Pose estimator and tracker using temporal flow maps for limbs. | Jihye Hwang, Jieun Lee, Sungheon Park, Nojun Kwak |
| 2019 | ICPRAM | BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. | Simyung Chang, Youngjoon Yoo, Jaeseok Choi, Nojun Kwak |
| 2019 | ICPRAM | Two-layer Residual Feature Fusion for Object Detection. | Jaeseok Choi, Kyoungmin Lee, Jisoo Jeong, Nojun Kwak |
| 2018 | BMVC | 3D Human Pose Estimation with Relational Networks. | Sungheon Park, Nojun Kwak |
| 2018 | BMVC | MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis. | Hyojin Park, Youngjoon Yoo, Nojun Kwak |
| 2018 | CVPR | Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams. | Daesik Kim, Youngjoon Yoo, Jeesoo Kim, Sangkuk Lee, Nojun Kwak |
| 2018 | CVPR | Image Restoration by Estimating Frequency Distribution of Local Patches. | Jaeyoung Yoo, Sang-Ho Lee, Nojun Kwak |
| 2018 | ECCV | Broadcasting Convolutional Network for Visual Relational Reasoning. | Simyung Chang, John Yang, Seonguk Park, Nojun Kwak |
| 2018 | ECCV | Motion Feature Network: Fixed Motion Filter for Action Recognition. | Myunggi Lee, Seungeui Lee, Sung Joon Son, Gyutae Park, Nojun Kwak |
| 2017 | BMVC | Enhancement of SSD by concatenating feature maps for object detection. | Jisoo Jeong, Hyojin Park, Nojun Kwak |
| 2017 | BMVC | Superpixel-based semantic segmentation trained by statistical process control. | Hyojin Park, Jisoo Jeong, Youngjoon Yoo, Nojun Kwak |
| 2017 | CVPR | Athlete Pose Estimation by a Global-Local Network. | Jihye Hwang, Sungheon Park, Nojun Kwak |
| 2017 | IJCNN | Matching video net: Memory-based embedding for video action recognition. | Daesik Kim, Myunggi Lee, Nojun Kwak |
| 2016 | ACCV | Analysis on the Dropout Effect in Convolutional Neural Networks. | Sungheon Park, Nojun Kwak |
| 2016 | ECCV | 3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information. | Sungheon Park, Jihye Hwang, Nojun Kwak |
| 2016 | ICONIP | Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks. | Myunggi Lee, Hyeogjin Lee, Jiyong Oh, Hak Jong Lee, Seung Hyup Kim, Nojun Kwak |
| 2016 | ICPRAM | Outdoor Context Awareness Device That Enables Mobile Phone Users to Walk Safely through Urban Intersections. | Jihye Hwang, Younggwang Ji, Nojun Kwak, Eun Yi Kim |
| 2015 | CVPR | Membership representation for detecting block-diagonal structure in low-rank or sparse subspace clustering. | Minsik Lee, Jieun Lee, Hyeogjin Lee, Nojun Kwak |
| 2015 | CVPR | Cultural event recognition by subregion classification with convolutional neural network. | Sungheon Park, Nojun Kwak |
| 2015 | ICIP | Character recognition for the machine reader zone of electronic identity cards. | Hyeogjin Lee, Nojun Kwak |
| 2015 | ICIP | Illumination robust optical flow estimation by illumination-chromaticity decoupling. | Sungheon Park, Nojun Kwak |
| 2014 | ICPRAM | Optimal Conjugate Gradient Algorithm for Generalization of Linear Discriminant Analysis Based on L | Kanishka Tyagi, Nojun Kwak, Michael T. Manry |
| 2012 | ICPRAM | Detection and Recovery of Occluded Face Images based on Correlation between Pixels. | Jieun Lee, Nojun Kwak |
| 2012 | ISCAS | Boosted-PCA for binary classification problems. | Seaung Lok Ham, Nojun Kwak |
| 2006 | ICANN | Feature Extraction with Weighted Samples Based on Independent Component Analysis. | Nojun Kwak |
| 2006 | ICANN | Dimensionality Reduction Based on ICA for Regression Problems. | Nojun Kwak, Chunghoon Kim |
| 2002 | ICANN | A New Method of Feature Extraction and Its Stability. | Nojun Kwak, Chong-Ho Choi |
| 2002 | ICIP | Face recognition using feature extraction based on independent component analysis. | Nojun Kwak, Chong-Ho Choi, Narendra Ahuja |
| 2001 | ICANN | Feature Extraction Using ICA. | Nojun Kwak, Chong-Ho Choi, Jin Young Choi |
| 2001 | ICRA | Disturbance Attenuation in Robot Control. | Chong-Ho Choi, Nojun Kwak |
| 1999 | IJCNN | Improved mutual information feature selector for neural networks in supervised learning. | Nojun Kwak, Chong-Ho Choi |