Kwak, Nojun

65 publications

CVPRW 2025 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

NeurIPS 2025 Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning Dongkwan Lee, Junhoo Lee, Nojun Kwak

AAAI 2025 Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak

ICCV 2025 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

WACV 2025 TPD-STR: Text Polygon Detection with Split Transformers Sangyeon Kim, Sangkuk Lee, Jeesoo Kim, Nojun Kwak

NeurIPS 2025 Understanding Differential Transformer Unchains Pretrained Self-Attentions Chaerin Kong, Jiho Jang, Nojun Kwak

CVPR 2025 Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization Dongkwan Lee, Kyomin Hwang, Nojun Kwak

ICCV 2025 What's Making That Sound Right Now? Video-Centric Audio-Visual Localization Hahyeon Choi, Junhoo Lee, Nojun Kwak

AAAI 2024 Any-Way Meta Learning Junhoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak

CVPRW 2024 Coreset Selection for Object Detection Hojun Lee, Suyoung Kim, Junhoo Lee, Jaeyoung Yoo, Nojun Kwak

NeurIPS 2024 Deep Support Vectors Junhoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak

WACV 2024 Fast Sun-Aligned Outdoor Scene Relighting Based on TensoRF Yeonjin Chang, Yearim Kim, Seunghyeon Seo, Jung Yi, Nojun Kwak

CVPRW 2024 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

ECCVW 2024 Practical Dataset Distillation Based on Deep Support Vectors Hyunho Lee, Junhoo Lee, Nojun Kwak

ICLR 2024 Respect the Model: Fine-Grained and Robust Explanation with Sharing Ratio Decomposition Sangyu Han, Yearim Kim, Nojun Kwak

ECCV 2024 SAVE: Protagonist Diversification with Structure Agnostic Video Editing Yeji Song, Wonsik Shin, Junsoo Lee, Jeesoo Kim, Nojun Kwak

CVPR 2024 What How and When Should Object Detectors Update in Continually Changing Test Domains? Jayeon Yoo, Dongkwan Lee, Inseop Chung, Donghyun Kim, Nojun Kwak

ICLRW 2023 Analyzing Multimodal Objectives Through the Lens of Generative Diffusion Guidance Chaerin Kong, Nojun Kwak

NeurIPSW 2023 ConcatPlexer : Additional Dim1 Batching for Faster ViTs Donghoon Han, Seunghyeon Seo, Donghyeon Jeon, Jiho Jang, Chaerin Kong, Nojun Kwak

ICML 2023 End-to-End Multi-Object Detection with a Regularized Mixture Model Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak

ICCV 2023 FlipNeRF: Flipped Reflection Rays for Few-Shot Novel View Synthesis Seunghyeon Seo, Yeonjin Chang, Nojun Kwak

WACV 2023 Leveraging Off-the-Shelf Diffusion Model for Multi-Attribute Fashion Image Manipulation Chaerin Kong, DongHyeon Jeon, Ohjoon Kwon, Nojun Kwak

UAI 2023 MDPose: Real-Time Multi-Person Pose Estimation via Mixture Density Model Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, Nojun Kwak

CVPR 2023 MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs Seunghyeon Seo, Donghoon Han, Yeonjin Chang, Nojun Kwak

NeurIPS 2023 SHOT: Suppressing the Hessian Along the Optimization Trajectory for Gradient-Based Meta-Learning JunHoo Lee, Jayeon Yoo, Nojun Kwak

WACV 2023 Self-Distilled Self-Supervised Representation Learning Jiho Jang, Seonhoon Kim, Kiyoon Yoo, Chaerin Kong, Jangho Kim, Nojun Kwak

ICLRW 2023 Sound-Based Sleep Staging by Exploiting Real-World Unlabeled Data JongMok Kim, Daewoo Kim, Eunsung Cho, Hai Hong Tran, Joonki Hong, Dongheon Lee, JungKyung Hong, In-Young Yoon, Jeong-Whun Kim, Hyeryung Jang, Nojun Kwak

AAAI 2023 Unifying Vision-Language Representation Space with Single-Tower Transformer Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak

WACV 2022 Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak

ECCV 2022 Few-Shot Image Generation with Mixup-Based Distance Learning Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak

WACV 2022 Few-Shot Object Detection by Attending to Per-Sample-Prototype Hojun Lee, Myunggi Lee, Nojun Kwak

CVPR 2022 Imposing Consistency for Optical Flow Estimation Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak

CVPR 2022 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

CVPR 2022 MatteFormer: Transformer-Based Image Matting via Prior-Tokens GyuTae Park, SungJoon Son, JaeYoung Yoo, SeHo Kim, Nojun Kwak

WACV 2022 Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation Inseop Chung, Daesik Kim, Nojun Kwak

ECCV 2022 Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box Jayeon Yoo, Inseop Chung, Nojun Kwak

ICML 2022 Variational On-the-Fly Personalization Jangho Kim, Jun-Tae Lee, Simyung Chang, Nojun Kwak

CVPR 2021 Interpolation-Based Semi-Supervised Learning for Object Detection Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak

ICCV 2021 LFI-CAM: Learning Feature Importance for Better Visual Explanation Kwang Hee Lee, Chaewon Park, Junghyun Oh, Nojun Kwak

CVPR 2021 Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation Hyojin Park, Jayeon Yoo, Seohyeong Jeong, Ganesh Venkatesh, Nojun Kwak

ICCV 2021 Normalization Matters in Weakly Supervised Object Localization Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak

CVPRW 2021 Phase Selective Convolution Jamie Menjay Lin, Parham Noorzad, Yang Yang, Nojun Kwak, Fatih Porikli

AAAI 2021 Self-Supervised Pre-Training and Contrastive Representation Learning for Multiple-Choice Video QA Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak

ICCV 2021 Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak

ICML 2020 Feature-mAP-Level Online Adversarial Knowledge Distillation Inseop Chung, Seonguk Park, Jangho Kim, Nojun Kwak

CVPRW 2020 LSQ+: Improving Low-Bit Quantization Through Learnable Offsets and Better Initialization Yash Bhalgat, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, Nojun Kwak

NeurIPS 2020 Position-Based Scaled Gradient for Model Quantization and Pruning Jangho Kim, KiYoon Yoo, Nojun Kwak

ECCV 2020 Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations Sungheon Park, Minsik Lee, Nojun Kwak

WACV 2020 SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Module and Information Blocking Decoder Hyojin Park, Lars Sjosund, Youngjoon Yoo, Nicolas Monet, Jihwan Bang, Nojun Kwak

ECCV 2020 SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation John Yang, Hyung Jin Chang, Seungeui Lee, Nojun Kwak

CVPRW 2020 StackNet: Stacking Feature Maps for Continual Learning Jangho Kim, Jeesoo Kim, Nojun Kwak

AAAI 2020 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

AAAI 2020 URNet: User-Resizable Residual Networks with Conditional Gating Module Sang-Ho Lee, Simyung Chang, Nojun Kwak

NeurIPS 2019 Consistency-Based Semi-Supervised Learning for Object Detection Jisoo Jeong, Seungeui Lee, Jeesoo Kim, Nojun Kwak

AAAI 2019 Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information Seonhoon Kim, Inho Kang, Nojun Kwak

ACML 2019 Towards Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning John Yang, Gyuejeong Lee, Simyung Chang, Nojun Kwak

ECCV 2018 Broadcasting Convolutional Network for Visual Relational Reasoning Simyung Chang, John Yang, SeongUk Park, Nojun Kwak

NeurIPS 2018 Genetic-Gated Networks for Deep Reinforcement Learning Simyung Chang, John Yang, Jaeseok Choi, Nojun Kwak

ECCV 2018 Motion Feature Network: Fixed Motion Filter for Action Recognition Myunggi Lee, Seungeui Lee, Sungjoon Son, Gyutae Park, Nojun Kwak

NeurIPS 2018 Paraphrasing Complex Network: Network Compression via Factor Transfer Jangho Kim, Seonguk Park, Nojun Kwak

CVPRW 2017 Athlete Pose Estimation by a Global-Local Network Jihye Hwang, Sungheon Park, Nojun Kwak

ECCV 2016 3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information Sungheon Park, Jihye Hwang, Nojun Kwak

ECCVW 2016 3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information Sungheon Park, Jihye Hwang, Nojun Kwak

CVPRW 2015 Cultural Event Recognition by Subregion Classification with Convolutional Neural Network Sungheon Park, Nojun Kwak

CVPR 2015 Membership Representation for Detecting Block-Diagonal Structure in Low-Rank or Sparse Subspace Clustering Minsik Lee, Jieun Lee, Hyeogjin Lee, Nojun Kwak