Nojun Kwak

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 209

Top Venues

Publications

Junhoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak
Any-Way Meta Learning. AAAI (2024)
Hyunho Lee, Junhoo Lee, Nojun Kwak
Practical Dataset Distillation Based on Deep Support Vectors. CoRR (2024)
Kyomin Hwang, Suyoung Kim, JunHoo Lee, Nojun Kwak
Do not think pink elephant! CoRR (2024)
Donghoon Han, Eunhwan Park, Gisang Lee, Adam Lee, Nojun Kwak
MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline. CoRR (2024)
Yeonjin Chang, Yearim Kim, Seunghyeon Seo, Jung Yi, Nojun Kwak
Fast Sun-aligned Outdoor Scene Relighting based on TensoRF. WACV (2024)
Seunghyeon Seo, Yeonjin Chang, Jayeon Yoo, Seungwoo Lee, Hojun Lee, Nojun Kwak
HourglassNeRF: Casting an Hourglass as a Bundle of Rays for Few-shot Neural Rendering. CoRR (2024)
Linran Sun, Nojun Kwak
Visual Communication Design Method in Folk Art Based on Multimedia Data Transmission Technology. Int. J. Inf. Syst. Supply Chain Manag. 17 (2024)
Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak
Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. CoRR (2024)
Sangyu Han, Yearim Kim, Nojun Kwak
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition. CoRR (2024)
Inseop Chung, Kyomin Hwang, Jayeon Yoo, Nojun Kwak
Mitigating the Bias in the Model for Continual Test-Time Adaptation. CoRR (2024)
Sangyu Han, Yearim Kim, Nojun Kwak
Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition. ICLR (2024)
Jooyoung Jang, Youngseo Cha, Jisu Kim, SooHyung Lee, Geonu Lee, Minkook Cho, Young K. Hwang, Nojun Kwak
Semi-Supervised Domain Adaptation for Wildfire Detection. CoRR (2024)
Junhoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak
Any-Way Meta Learning. CoRR (2024)
Hojun Lee, Suyoung Kim, Junhoo Lee, Jaeyoung Yoo, Nojun Kwak
Coreset Selection for Object Detection. CoRR (2024)
Jiyong Oh, Nojun Kwak
Discriminative subspace learning using generalized mean. Signal Process. 219 (2024)
KiYoon Yoo, Wonhyuk Ahn, Nojun Kwak
Advancing Beyond Identification: Multi-bit Watermark for Large Language Models. NAACL-HLT (2024)
Donghoon Han, Seunghyeon Seo, Eunhwan Park, Seong-Uk Nam, Nojun Kwak
Unleash the Potential of CLIP for Video Highlight Detection. CoRR (2024)
Junhoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak
Deep Support Vectors. CoRR (2024)
Jookyung Song, Yeonjin Chang, Seonguk Park, Nojun Kwak
Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation. ICASSP (2023)
KiYoon Yoo, Wonhyuk Ahn, Nojun Kwak
Advancing Beyond Identification: Multi-bit Watermark for Language Models. CoRR (2023)
Seunghyeon Seo, Donghoon Han, Yeonjin Chang, Nojun Kwak
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs. CVPR (2023)
KiYoon Yoo, Wonhyuk Ahn, Jiho Jang, Nojun Kwak
Robust Natural Language Watermarking through Invariant Features. CoRR (2023)
Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
End-to-End Multi-Object Detection with a Regularized Mixture Model. ICML (2023)
Jangho Kim, Jayeon Yoo, Yeji Song, KiYoon Yoo, Nojun Kwak
Finding Efficient Pruned Network via Refined Gradients for Pruned Weights. ACM Multimedia (2023)
Saem Park, Geunjae Choi, Seonguk Park, Nojun Kwak
Dual-Stage Super-Resolution for Edge Devices. IEEE Access 11 (2023)
Jiho Jang, Seonhoon Kim, KiYoon Yoo, Chaerin Kong, Jangho Kim, Nojun Kwak
Self-Distilled Self-supervised Representation Learning. WACV (2023)
Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, Nojun Kwak
MDPose: real-time multi-person pose estimation via mixture density model. UAI (2023)
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, Woo-Young 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
NICE: CVPR 2023 Challenge on Zero-shot Image Captioning. CoRR (2023)
KiYoon Yoo, Wonhyuk Ahn, Jiho Jang, Nojun Kwak
Robust Multi-bit Natural Language Watermarking through Invariant Features. ACL (1) (2023)
Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, Nojun Kwak
MDPose: Real-Time Multi-Person Pose Estimation via Mixture Density Model. CoRR (2023)
Jaeseung Lim, Jongkeun Na, Nojun Kwak
Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency. CoRR (2023)
Hye-min Won, Yong Seok Heo, Nojun Kwak
Image Recommendation System Based on Environmental and Human Face Information. Sensors 23 (11) (2023)
Seunghyeon Seo, Yeonjin Chang, Nojun Kwak
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis. CoRR (2023)
Chaerin Kong, Dong Hyeon Jeon, Ohjoon Kwon, Nojun Kwak
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation. WACV (2023)
Inseop Chung, KiYoon Yoo, Nojun Kwak
Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features. CoRR (2023)
Chaerin Kong, Nojun Kwak
Analyzing Multimodal Objectives Through the Lens of Generative Diffusion Guidance. CoRR (2023)
Donghoon Han, Seunghyeon Seo, Donghyeon Jeon, Jiho Jang, Chaerin Kong, Nojun Kwak
ConcatPlexer: Additional Dim1 Batching for Faster ViTs. CoRR (2023)
Junhoo Lee, Jayeon Yoo, Nojun Kwak
SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning. NeurIPS (2023)
Yeji Song, Wonsik Shin, Junsoo Lee, Jeesoo Kim, Nojun Kwak
SAVE: Protagonist Diversification with Structure Agnostic Video Editing. CoRR (2023)
Seungwoo Lee, Chaerin Kong, Donghyeon Jeon, Nojun Kwak
AADiff: Audio-Aligned Video Synthesis with Text-to-Image Diffusion. CoRR (2023)
Jayeon Yoo, Dongkwan Lee, Inseop Chung, Donghyun Kim, Nojun Kwak
What, How, and When Should Object Detectors Update in Continually Changing Test Domains? CoRR (2023)
Yeonjin Chang, Yerim Kim, Seunghyeon Seo, Jung Yi, Nojun Kwak
Fast Sun-aligned Outdoor Scene Relighting based on TensoRF. CoRR (2023)
Seonguk Park, Jookyung Song, Donghoon Han, Nojun Kwak
Correlation-Concealing Adversarial Noise Injection for Improved Disentanglement in Label-Based Image Translation. IEEE Access 11 (2023)
Seunghyeon Seo, Yeonjin Chang, Nojun Kwak
FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis. ICCV (2023)
Seunghyeon Seo, Donghoon Han, Yeonjin Chang, Nojun Kwak
MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs. CoRR (2023)
JunHoo Lee, Jayeon Yoo, Nojun Kwak
SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning. CoRR (2023)
Inseop Chung, Jayeon Yoo, Nojun Kwak
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation. WACV (Workshops) (2023)
Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak
Unifying Vision-Language Representation Space with Single-Tower Transformer. AAAI (2023)
Jangho Kim, KiYoon Yoo, Nojun Kwak
Model Compression via Position-Based Scaled Gradient. IEEE Access 10 (2022)
Yeji Song, Chaerin Kong, Seoyoung Lee, Nojun Kwak, Joonseok Lee
Towards Efficient Neural Scene Graphs by Learning Consistency Fields. CoRR (2022)
Jayeon Yoo, Inseop Chung, Nojun Kwak
Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box. CoRR (2022)
KiYoon Yoo, Nojun Kwak
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. CoRR (2022)
Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching. CoRR (2022)
Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak
Few-Shot Image Generation with Mixup-Based Distance Learning. ECCV (15) (2022)
Chaerin Kong, DongHyeon Jeon, Ohjoon Kwon, Nojun Kwak
Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation. CoRR (2022)
Hye-min Won, Hyeogjin Lee, Gyuwon Song, Yeonghun Kim, Nojun Kwak
Reliable Data Collection Methodology for Face Recognition in Preschool Children. Sensors 22 (15) (2022)
Jongmok Kim, Hwijun Lee, Jaeseung Lim, Jongkeun Na, Nojun Kwak, Jin Young Choi
Pose-MUM : Reinforcing Key Points Relationship for Semi-Supervised Human Pose Estimation. CoRR (2022)
Chaerin Kong, Nojun Kwak
Conservative Generator, Progressive Discriminator: Coordination of Adversaries in Few-shot Incremental Image Synthesis. CoRR (2022)
Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak
Imposing Consistency for Optical Flow Estimation. CoRR (2022)
Hyeondey Kim, Seonhoon Kim, Inho Kang, Nojun Kwak, Pascale Fung
Korean Language Modeling via Syntactic Guide. LREC (2022)
Hojun Lee, Myunggi Lee, Nojun Kwak
Few-Shot Object Detection by Attending to Per-Sample-Prototype. WACV (2022)
Jangho Kim, Juntae Lee, Simyung Chang, Nojun Kwak
Variational On-the-Fly Personalization. ICML (2022)
Gyutae Park, Sungjoon Son, Jaeyoung Yoo, Seho Kim, Nojun Kwak
MatteFormer: Transformer-Based Image Matting via Prior-Tokens. CoRR (2022)
Jookyung Song, Yeonjin Chang, Seonguk Park, Nojun Kwak
Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation. CoRR (2022)
KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak
Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation. CoRR (2022)
Jaeseok Choi, Yeji Song, Yerim Kim, Jaeyoung Yoo, Nojun Kwak
MD3D: Mixture-Density-Based 3D Object Detection in Point Clouds. IEEE Access 10 (2022)
John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. WACV (2022)
KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak
Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation. ACL (Findings) (2022)
Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak
Imposing Consistency for Optical Flow Estimation. CVPR (2022)
Saem Park, Donghoon Han, Nojun Kwak
The U-Net based GLOW for Optical-Flow-Free Video Interframe Generation. ICPRAM (2022)
Inseop Chung, Daesik Kim, Nojun Kwak
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation. WACV (2022)
Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak
Unifying Vision-Language Representation Space with Single-tower Transformer. CoRR (2022)
Yeji Song, Chaerin Kong, Seoyoung Lee, Nojun Kwak, Joonseok Lee
Towards Efficient Neural Scene Graphs by Learning Consistency Fields. BMVC (2022)
Jayeon Yoo, Inseop Chung, Nojun Kwak
Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box. ECCV (33) (2022)
Gyutae Park, Sungjoon Son, Jaeyoung Yoo, Seho Kim, Nojun Kwak
MatteFormer: Transformer-Based Image Matting via Prior-Tokens. CVPR (2022)
Jongmok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak
MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection. CVPR (2022)
KiYoon Yoo, Nojun Kwak
Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. EMNLP (2022)
Inseop Chung, Daesik Kim, Nojun Kwak
Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation. CoRR (2021)
Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak
Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA. AAAI (2021)
Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak
Interpolation-Based Semi-Supervised Learning for Object Detection. CVPR (2021)
Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak
Prototype-based Personalized Pruning. CoRR (2021)
Dongsuk Park, Seungeui Lee, Seonguk Park, Nojun Kwak
Radar-Spectrogram-Based UAV Classification Using Convolutional Neural Networks. Sensors 21 (1) (2021)
Seohyeong Jeong, Nojun Kwak
Learning Dynamic BERT via Trainable Gate Variables and a Bi-modal Regularizer. CoRR (2021)
Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak
Smoothing the Generative Latent Space with Mixup-based Distance Learning. CoRR (2021)
Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak
Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image. ICCV (2021)
Saem Park, Donghun Han, Nojun Kwak
The Invertible U-Net for Optical-Flow-free Video Interframe Generation. CoRR (2021)
Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak
Normalization Matters in Weakly Supervised Object Localization. ICCV (2021)
Kwang Hee Lee, Chaewon Park, Junghyun Oh, Nojun Kwak
LFI-CAM: Learning Feature Importance for Better Visual Explanation. ICCV (2021)
Hyojin Park, Jayeon Yoo, Seohyeong Jeong, Ganesh Venkatesh, Nojun Kwak
Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation. CVPR (2021)
Seonguk Park, Nojun Kwak
Local-Selective Feature Distillation for Single Image Super-Resolution. CoRR (2021)
Hyojin Park, Jayeon Yoo, Ganesh Venkatesh, Nojun Kwak
Adaptive Template and Transition Map for Real-Time Video Object Segmentation. IEEE Access 9 (2021)
Kwang Hee Lee, Chaewon Park, Junghyun Oh, Nojun Kwak
LFI-CAM: Learning Feature Importance for Better Visual Explanation. CoRR (2021)
Jaeseok Choi, Yeji Song, Nojun Kwak
Part-Aware Data Augmentation for 3D Object Detection in Point Cloud. IROS (2021)
Jangho Kim, Simyung Chang, Nojun Kwak
PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation. CoRR (2021)
Jongmok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak
MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection. CoRR (2021)
John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. CoRR (2021)
Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak
Normalization Matters in Weakly Supervised Object Localization. CoRR (2021)
Inseop Chung, Jayeon Yoo, Nojun Kwak
Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation. CoRR (2021)
Jeesoo Kim, Jangho Kim, Jaeyoung Yoo, Daesik Kim, Nojun Kwak
Vehicle Image Generation Going Well with the Surroundings. ICONIP (4) (2021)
Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak
Prototype-Based Personalized Pruning. ICASSP (2021)

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Publication Activity (10 Years)

Top Topics

Top Venues

Nojun Kwak