Nojun Kwak - RankMe

297 papers A* 38A 18B 9C 10Misc 2Journal 182Unranked 38

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	4DGS360: 360° Gaussian Reconstruction of Dynamic Objects from a Single Video. CoRR Jae Won Jang, Yeonjin Chang, Wonsik Shin, Juhwan Cho, Nojun Kwak
2026	J	`jnl`	End-to-End Multi-Entity Customization. IET Image Process. Wonhark Park, Jaehyun Lee, Wonsik Shin, JunHoo Lee, Nojun Kwak
2026	—	`conf`	PedaCo-Gen: Scaffolding Pedagogical Agency in Human-AI Collaborative Video Authoring. CHI Extended Abstracts Injun Baek, Yearim Kim, Nojun Kwak
2026	J	`jnl`	PedaCo-Gen: Scaffolding Pedagogical Agency in Human-AI Collaborative Video Authoring. CoRR Injun Baek, Yearim Kim, Nojun Kwak
2026	J	`jnl`	Retrieval-Augmented Generation Based Nurse Observation Extraction. CoRR Kyomin Hwang, Nojun Kwak
2026	J	`jnl`	Software-Hardware Co-Design for Real-Time Speech Translation on Resource-Constrained NPUs. IEEE Access Geunjae Choi, Hongkyu Shin, Changjong Shin, Jieun Oh, Nojun Kwak
2026	A*	`conf`	Targeted Data Protection for Diffusion Model by Matching Training Trajectory. AAAI Hojun Lee, Mijin Koo, Yeji Song, Nojun Kwak
2025	J	`jnl`	A Revisit to the Decoder for Camouflaged Object Detection. CoRR Seung Woo Ko, Joopyo Hong, Suyoung Kim, Seungjai Bang, Sungzoon Cho, Nojun Kwak, Hyung-Sin Kim, Joonseok Lee
2025	—	`conf`	ARC-NeRF: Area Ray Casting for Broader Unseen View Coverage in Few-shot Object Rendering. CVPR Workshops Seunghyeon Seo, Yeonjin Chang, Jayeon Yoo, Seungwoo Lee, Hojun Lee, Nojun Kwak
2025	J	`jnl`	Alignment-Aware Quantization for LLM Safety. CoRR Sunghyun Wee, Suyoung Kim, Hyeonjin Kim, Kyomin Hwang, Nojun Kwak
2025	J	`jnl`	Causal Interpretation of Sparse Autoencoder Features in Vision. CoRR Sangyu Han, Yearim Kim, Nojun Kwak
2025	J	`jnl`	Deep Edge Filter: Return of the Human-Crafted Layer in Deep Learning. CoRR Dongkwan Lee, JunHoo Lee, Nojun Kwak
2025	J	`jnl`	DivCon-NeRF: Generating Augmented Rays with Diversity and Consistency for Few-shot View Synthesis. CoRR Ingyun Lee, Jae Won Jang, Seunghyeon Seo, Nojun Kwak
2025	J	`jnl`	Generative Head-Mounted Camera Captures for Photorealistic Avatars. CoRR Shaojie Bai, Seunghyeon Seo, Yida Wang, Chenghui Li, Owen Wang, Te-Li Wang, Tianyang Ma, Jason M. Saragih, Shih-En Wei, Nojun Kwak, Hyung Jun Kim
2025	J	`jnl`	Generative Head-Mounted Camera Captures for Photorealistic Avatars. ACM Trans. Graph. Shaojie Bai, Seunghyeon Seo, Yida Wang, Chenghui Li, Owen Wang, Te-Li Wang, Tianyang Ma, Jason M. Saragih, Shih-En Wei, Nojun Kwak, Hyung Jun(John) Kim
2025	A*	`conf`	Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. AAAI Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak
2025	J	`jnl`	Layerwise-priority-based gradient adjustment for few-shot learning. Expert Syst. Appl. Jangho Kim, JunHoo Lee, Donghoon Han, Nojun Kwak
2025	J	`jnl`	LoGoColor: Local-Global 3D Colorization for 360° Scenes. CoRR Yeonjin Chang, Juhwan Cho, Seunghyeon Seo, Wonsik Shin, Nojun Kwak
2025	J	`jnl`	Mitigating the Bias in the Model for Continual Test-Time Adaptation. IEEE Access Inseop Chung, Kyomin Hwang, Jayeon Yoo, Nojun Kwak
2025	J	`jnl`	Multi-dimensional Preference Alignment by Conditioning Reward Itself. CoRR Jiho Jang, Jinyoung Kim, Kyungjune Baek, Nojun Kwak
2025	J	`jnl`	Point-to-Point: Sparse Motion Guidance for Controllable Video Editing. CoRR Yeji Song, Jaehyun Lee, Mijin Koo, JunHoo Lee, Nojun Kwak
2025	J	`jnl`	ROODI: Reconstructing Occluded Objects with Denoising Inpainters. CoRR Yeonjin Chang, Erqun Dong, Seunghyeon Seo, Nojun Kwak, Kwang Moo Yi
2025	J	`jnl`	ReFlex: Text-Guided Editing of Real Images in Rectified Flow via Mid-Step Feature Extraction and Attention Adaptation. CoRR Jimyeong Kim, Jungwon Park, Yeji Song, Nojun Kwak, Wonjong Rhee
2025	J	`jnl`	Real-Time Intuitive AI Drawing System for Collaboration: Enhancing Human Creativity through Formal and Contextual Intent Integration. CoRR Jookyung Song, Mookyoung Kang, Nojun Kwak
2025	J	`jnl`	S3D: Sketch-Driven 3D Model Generation. CoRR Hail Song, Wonsik Shin, Naeun Lee, Soomin Chung, Nojun Kwak, Woontack Woo
2025	—	`conf`	Style Composition Within Distinct LoRA Modules for Traditional Art. ICCVW Jaehyun Lee, Wonhark Park, Wonsik Shin, Hyunho Lee, Hyoung Min Na, Nojun Kwak
2025	J	`jnl`	Style Composition within Distinct LoRA modules for Traditional Art. CoRR Jaehyun Lee, Wonhark Park, Wonsik Shin, Hyunho Lee, Hyoung Min Na, Nojun Kwak
2025	A	`conf`	TPD-STR: Text Polygon Detection with Split Transformers. WACV Sangyeon Kim, Sangkuk Lee, Jeesoo Kim, Nojun Kwak
2025	J	`jnl`	Targeted Data Protection for Diffusion Model by Matching Training Trajectory. CoRR Hojun Lee, Mijin Koo, Yeji Song, Nojun Kwak
2025	J	`jnl`	The Role of Teacher Calibration in Knowledge Distillation. IEEE Access Suyoung Kim, Seonguk Park, JunHoo Lee, Nojun Kwak
2025	J	`jnl`	The Role of Teacher Calibration in Knowledge Distillation. CoRR Suyoung Kim, Seonguk Park, JunHoo Lee, Nojun Kwak
2025	J	`jnl`	Uncovering the Potential Risks in Unlearning: Danger of English-only Unlearning in Multilingual LLMs. CoRR Kyomin Hwang, Hyeonjin Kim, Seungyeon Kim, Sunghyun Wee, Nojun Kwak
2025	J	`jnl`	Understanding Differential Transformer Unchains Pretrained Self-Attentions. CoRR Chaerin Kong, Jiho Jang, Nojun Kwak
2025	J	`jnl`	Unlocking the Potential of Diffusion Language Models through Template Infilling. CoRR JunHoo Lee, Seungyeon Kim, Nojun Kwak
2025	A*	`conf`	Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization. CVPR Dongkwan Lee, Kyomin Hwang, Nojun Kwak
2025	J	`jnl`	Unlocking the Potential of Unlabeled Data in Semi-Supervised Domain Generalization. CoRR Dongkwan Lee, Kyomin Hwang, Nojun Kwak
2025	J	`jnl`	WAPS-Quant: Low-Bit Post-Training Quantization Using Weight-Activation Product Scaling. IEEE Access Geunjae Choi, Kamin Lee, Nojun Kwak
2025	J	`jnl`	What's Making That Sound Right Now? Video-centric Audio-Visual Localization. CoRR Hahyeon Choi, JunHoo Lee, Nojun Kwak
2024	A	`conf`	A Revisit to the Decoder for Camouflaged Object Detection. BMVC Seung Woo Ko, Joopyo Hong, Suyoung Kim, Seungjai Bang, Sungzoon Cho, Nojun Kwak, Hyung-Sin Kim, Joonseok Lee
2024	—	`conf`	Advancing Beyond Identification: Multi-bit Watermark for Large Language Models. NAACL-HLT KiYoon Yoo, Wonhyuk Ahn, Nojun Kwak
2024	A*	`conf`	Any-Way Meta Learning. AAAI JunHoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak
2024	J	`jnl`	Any-Way Meta Learning. CoRR JunHoo Lee, Yearim Kim, Hyunho Lee, Nojun Kwak
2024	J	`jnl`	Bi-ICE: An Inner Interpretable Framework for Image Classification via Bi-directional Interactions between Concept and Input Embeddings. CoRR Jinyung Hong, Yearim Kim, Keun Hee Park, Sangyu Han, Nojun Kwak, Theodore P. Pavlic
2024	J	`jnl`	Class Incremental Learning With Large Domain Shift. IEEE Access Kamin Lee, Hyoeun Kim, Geunjae Choi, Hyejeong Jeon, Nojun Kwak
2024	—	`conf`	Coreset Selection for Object Detection. CVPR Workshops Hojun Lee, Suyoung Kim, JunHoo Lee, Jaeyoung Yoo, Nojun Kwak
2024	J	`jnl`	Coreset Selection for Object Detection. CoRR Hojun Lee, Suyoung Kim, JunHoo Lee, Jaeyoung Yoo, Nojun Kwak
2024	J	`jnl`	Decompose the model: Mechanistic interpretability in image models with Generalized Integrated Gradients (GIG). CoRR Yearim Kim, Sangyu Han, Sangbum Han, Nojun Kwak
2024	A*	`conf`	Deep Support Vectors. NeurIPS JunHoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak
2024	J	`jnl`	Deep Support Vectors. CoRR JunHoo Lee, Hyunho Lee, Kyomin Hwang, Nojun Kwak
2024	J	`jnl`	Discriminative subspace learning using generalized mean. Signal Process. Jiyong Oh, Nojun Kwak
2024	J	`jnl`	Do not think pink elephant! CoRR Kyomin Hwang, Suyoung Kim, JunHoo Lee, Nojun Kwak
2024	A	`conf`	Fast Sun-aligned Outdoor Scene Relighting based on TensoRF. WACV Yeonjin Chang, Yearim Kim, Seunghyeon Seo, Jung Yi, Nojun Kwak
2024	J	`jnl`	Harmonizing Visual and Textual Embeddings for Zero-Shot Text-to-Image Customization. CoRR Yeji Song, Jimyeong Kim, Wonhark Park, Wonsik Shin, Wonjong Rhee, Nojun Kwak
2024	J	`jnl`	HourglassNeRF: Casting an Hourglass as a Bundle of Rays for Few-shot Neural Rendering. CoRR Seunghyeon Seo, Yeonjin Chang, Jayeon Yoo, Seungwoo Lee, Hojun Lee, Nojun Kwak
2024	—	`conf`	MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline. EMNLP (Industry Track) Donghoon Han, Eunhwan Park, Gisang Lee, Adam Lee, Nojun Kwak
2024	J	`jnl`	MERLIN: Multimodal Embedding Refinement via LLM-based Iterative Navigation for Text-Video Retrieval-Rerank Pipeline. CoRR Donghoon Han, Eunhwan Park, Gisang Lee, Adam Lee, Nojun Kwak
2024	J	`jnl`	Mitigating the Bias in the Model for Continual Test-Time Adaptation. CoRR Inseop Chung, Kyomin Hwang, Jayeon Yoo, Nojun Kwak
2024	J	`jnl`	Multimedia Human-Computer Interaction Method in Video Animation Based on Artificial Intelligence Technology. Int. J. Inf. Technol. Web Eng. Linran Sun, Nojun Kwak
2024	—	`conf`	NICE: CVPR 2023 Challenge on Zero-shot Image Captioning. CVPR Workshops 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	—	`conf`	Practical Dataset Distillation Based on Deep Support Vectors. ECCV Workshops (19) Hyunho Lee, JunHoo Lee, Nojun Kwak
2024	J	`jnl`	Practical Dataset Distillation Based on Deep Support Vectors. CoRR Hyunho Lee, JunHoo Lee, Nojun Kwak
2024	A*	`conf`	Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition. ICLR Sangyu Han, Yearim Kim, Nojun Kwak
2024	J	`jnl`	Respect the model: Fine-grained and Robust Explanation with Sharing Ratio Decomposition. CoRR Sangyu Han, Yearim Kim, Nojun Kwak
2024	—	`conf`	SAVE: Protagonist Diversification with Structure Agnostic Video Editing. ECCV (80) Yeji Song, Wonsik Shin, Junsoo Lee, Jeesoo Kim, Nojun Kwak
2024	J	`jnl`	Semi-Supervised Domain Adaptation for Wildfire Detection. CoRR Jooyoung Jang, Youngseo Cha, Jisu Kim, SooHyung Lee, Geonu Lee, Minkook Cho, Young K. Hwang, Nojun Kwak
2024	J	`jnl`	SketcherX: AI-Driven Interactive Robotic drawing with Diffusion model and Vectorization Techniques. CoRR Jookyung Song, Mookyoung Kang, Nojun Kwak
2024	—	`conf`	TEAM MIPAL at MEDIQA-M3G 2024: Large VQA Models for Dermatological Diagnosis. ClinicalNLP@NAACL Hyeonjin Kim, Min Kim, Jae Jang, KiYoon Yoo, Nojun Kwak
2024	J	`jnl`	Unleash the Potential of CLIP for Video Highlight Detection. CoRR Donghoon Han, Seunghyeon Seo, Eunhwan Park, Seong-Uk Nam, Nojun Kwak
2024	J	`jnl`	Visual Communication Design Method in Folk Art Based on Multimedia Data Transmission Technology. Int. J. Inf. Syst. Supply Chain Manag. Linran Sun, Nojun Kwak
2024	A*	`conf`	What, How, and When Should Object Detectors Update in Continually Changing Test Domains? CVPR Jayeon Yoo, Dongkwan Lee, Inseop Chung, Donghyun Kim, Nojun Kwak
2023	J	`jnl`	AADiff: Audio-Aligned Video Synthesis with Text-to-Image Diffusion. CoRR Seungwoo Lee, Chaerin Kong, Donghyeon Jeon, Nojun Kwak
2023	J	`jnl`	Active Semi-Supervised Learning by Exploring Per-Sample Uncertainty and Consistency. CoRR Jaeseung Lim, Jongkeun Na, Nojun Kwak
2023	J	`jnl`	Advancing Beyond Identification: Multi-bit Watermark for Language Models. CoRR KiYoon Yoo, Wonhyuk Ahn, Nojun Kwak
2023	J	`jnl`	Analyzing Multimodal Objectives Through the Lens of Generative Diffusion Guidance. CoRR Chaerin Kong, Nojun Kwak
2023	J	`jnl`	ConcatPlexer: Additional Dim1 Batching for Faster ViTs. CoRR Donghoon Han, Seunghyeon Seo, Donghyeon Jeon, Jiho Jang, Chaerin Kong, Nojun Kwak
2023	J	`jnl`	Correlation-Concealing Adversarial Noise Injection for Improved Disentanglement in Label-Based Image Translation. IEEE Access Seonguk Park, Jookyung Song, Donghoon Han, Nojun Kwak
2023	J	`jnl`	Dual-Stage Super-Resolution for Edge Devices. IEEE Access Saem Park, Geunjae Choi, Seonguk Park, Nojun Kwak
2023	A*	`conf`	End-to-End Multi-Object Detection with a Regularized Mixture Model. ICML Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
2023	—	`conf`	Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation. WACV (Workshops) Inseop Chung, Jayeon Yoo, Nojun Kwak
2023	J	`jnl`	Fast Sun-aligned Outdoor Scene Relighting based on TensoRF. CoRR Yeonjin Chang, Yerim Kim, Seunghyeon Seo, Jung Yi, Nojun Kwak
2023	A*	`conf`	Finding Efficient Pruned Network via Refined Gradients for Pruned Weights. ACM Multimedia Jangho Kim, Jayeon Yoo, Yeji Song, KiYoon Yoo, Nojun Kwak
2023	A*	`conf`	FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis. ICCV Seunghyeon Seo, Yeonjin Chang, Nojun Kwak
2023	J	`jnl`	FlipNeRF: Flipped Reflection Rays for Few-shot Novel View Synthesis. CoRR Seunghyeon Seo, Yeonjin Chang, Nojun Kwak
2023	J	`jnl`	Image Recommendation System Based on Environmental and Human Face Information. Sensors Hye-Min Won, Yong Seok Heo, Nojun Kwak
2023	A	`conf`	Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation. WACV Chaerin Kong, Dong Hyeon Jeon, Ohjoon Kwon, Nojun Kwak
2023	J	`jnl`	MDPose: Real-Time Multi-Person Pose Estimation via Mixture Density Model. CoRR Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, Nojun Kwak
2023	A	`conf`	MDPose: real-time multi-person pose estimation via mixture density model. UAI Seunghyeon Seo, Jaeyoung Yoo, Jihye Hwang, Nojun Kwak
2023	A*	`conf`	MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs. CVPR Seunghyeon Seo, Donghoon Han, Yeonjin Chang, Nojun Kwak
2023	J	`jnl`	MixNeRF: Modeling a Ray with Mixture Density for Novel View Synthesis from Sparse Inputs. CoRR Seunghyeon Seo, Donghoon Han, Yeonjin Chang, Nojun Kwak
2023	J	`jnl`	NICE: CVPR 2023 Challenge on Zero-shot Image Captioning. CoRR 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
2023	J	`jnl`	Open Domain Generalization with a Single Network by Regularization Exploiting Pre-trained Features. CoRR Inseop Chung, KiYoon Yoo, Nojun Kwak
2023	—	`conf`	Robust Multi-bit Natural Language Watermarking through Invariant Features. ACL (1) KiYoon Yoo, Wonhyuk Ahn, Jiho Jang, Nojun Kwak
2023	J	`jnl`	Robust Natural Language Watermarking through Invariant Features. CoRR KiYoon Yoo, Wonhyuk Ahn, Jiho Jang, Nojun Kwak
2023	J	`jnl`	SAVE: Protagonist Diversification with Structure Agnostic Video Editing. CoRR Yeji Song, Wonsik Shin, Junsoo Lee, Jeesoo Kim, Nojun Kwak
2023	A*	`conf`	SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning. NeurIPS JunHoo Lee, Jayeon Yoo, Nojun Kwak
2023	J	`jnl`	SHOT: Suppressing the Hessian along the Optimization Trajectory for Gradient-Based Meta-Learning. CoRR JunHoo Lee, Jayeon Yoo, Nojun Kwak
2023	A	`conf`	Self-Distilled Self-supervised Representation Learning. WACV Jiho Jang, Seonhoon Kim, KiYoon Yoo, Chaerin Kong, Jangho Kim, Nojun Kwak
2023	Misc	`conf`	Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation. ICASSP Jookyung Song, Yeonjin Chang, Seonguk Park, Nojun Kwak
2023	A*	`conf`	Unifying Vision-Language Representation Space with Single-Tower Transformer. AAAI Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak
2023	J	`jnl`	What, How, and When Should Object Detectors Update in Continually Changing Test Domains? CoRR Jayeon Yoo, Dongkwan Lee, Inseop Chung, Donghyun Kim, Nojun Kwak
2022	A*	`conf`	Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. EMNLP KiYoon Yoo, Nojun Kwak
2022	J	`jnl`	Backdoor Attacks in Federated Learning by Rare Embeddings and Gradient Ensembling. CoRR KiYoon Yoo, Nojun Kwak
2022	J	`jnl`	Conservative Generator, Progressive Discriminator: Coordination of Adversaries in Few-shot Incremental Image Synthesis. CoRR Chaerin Kong, Nojun Kwak
2022	—	`conf`	Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation. ACL (Findings) KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak
2022	J	`jnl`	Detection of Word Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation. CoRR KiYoon Yoo, Jangho Kim, Jiho Jang, Nojun Kwak
2022	A	`conf`	Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. WACV John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak
2022	—	`conf`	Few-Shot Image Generation with Mixup-Based Distance Learning. ECCV (15) Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak
2022	A	`conf`	Few-Shot Object Detection by Attending to Per-Sample-Prototype. WACV Hojun Lee, Myunggi Lee, Nojun Kwak
2022	A*	`conf`	Imposing Consistency for Optical Flow Estimation. CVPR Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak
2022	J	`jnl`	Imposing Consistency for Optical Flow Estimation. CoRR Jisoo Jeong, Jamie Menjay Lin, Fatih Porikli, Nojun Kwak
2022	B	`conf`	Korean Language Modeling via Syntactic Guide. LREC Hyeondey Kim, Seonhoon Kim, Inho Kang, Nojun Kwak, Pascale Fung
2022	J	`jnl`	Leveraging Off-the-shelf Diffusion Model for Multi-attribute Fashion Image Manipulation. CoRR Chaerin Kong, Dong Hyeon Jeon, Ohjoon Kwon, Nojun Kwak
2022	J	`jnl`	MD3D: Mixture-Density-Based 3D Object Detection in Point Clouds. IEEE Access Jaeseok Choi, Yeji Song, Yerim Kim, Jaeyoung Yoo, Nojun Kwak
2022	A*	`conf`	MUM: Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection. CVPR Jongmok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak
2022	A*	`conf`	MatteFormer: Transformer-Based Image Matting via Prior-Tokens. CVPR Gyutae Park, Sungjoon Son, Jaeyoung Yoo, Seho Kim, Nojun Kwak
2022	J	`jnl`	MatteFormer: Transformer-Based Image Matting via Prior-Tokens. CoRR Gyutae Park, Sungjoon Son, Jaeyoung Yoo, Seho Kim, Nojun Kwak
2022	A	`conf`	Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation. WACV Inseop Chung, Daesik Kim, Nojun Kwak
2022	J	`jnl`	Model Compression via Position-Based Scaled Gradient. IEEE Access Jangho Kim, KiYoon Yoo, Nojun Kwak
2022	J	`jnl`	Pose-MUM : Reinforcing Key Points Relationship for Semi-Supervised Human Pose Estimation. CoRR Jongmok Kim, Hwijun Lee, Jaeseung Lim, Jongkeun Na, Nojun Kwak, Jin Young Choi
2022	J	`jnl`	Reliable Data Collection Methodology for Face Recognition in Preschool Children. Sensors Hye-Min Won, Hyeogjin Lee, Gyuwon Song, Yeonghun Kim, Nojun Kwak
2022	J	`jnl`	Semantics-Guided Object Removal for Facial Images: with Broad Applicability and Robust Style Preservation. CoRR Jookyung Song, Yeonjin Chang, Seonguk Park, Nojun Kwak
2022	J	`jnl`	Sparse MDOD: Training End-to-End Multi-Object Detector without Bipartite Matching. CoRR Jaeyoung Yoo, Hojun Lee, Seunghyeon Seo, Inseop Chung, Nojun Kwak
2022	C	`conf`	The U-Net based GLOW for Optical-Flow-Free Video Interframe Generation. ICPRAM Saem Park, Donghoon Han, Nojun Kwak
2022	A	`conf`	Towards Efficient Neural Scene Graphs by Learning Consistency Fields. BMVC Yeji Song, Chaerin Kong, Seoyoung Lee, Nojun Kwak, Joonseok Lee
2022	J	`jnl`	Towards Efficient Neural Scene Graphs by Learning Consistency Fields. CoRR Yeji Song, Chaerin Kong, Seoyoung Lee, Nojun Kwak, Joonseok Lee
2022	J	`jnl`	Unifying Vision-Language Representation Space with Single-tower Transformer. CoRR Jiho Jang, Chaerin Kong, Donghyeon Jeon, Seonhoon Kim, Nojun Kwak
2022	—	`conf`	Unsupervised Domain Adaptation for One-Stage Object Detector Using Offsets to Bounding Box. ECCV (33) Jayeon Yoo, Inseop Chung, Nojun Kwak
2022	J	`jnl`	Unsupervised Domain Adaptation for One-stage Object Detector using Offsets to Bounding Box. CoRR Jayeon Yoo, Inseop Chung, Nojun Kwak
2022	A*	`conf`	Variational On-the-Fly Personalization. ICML Jangho Kim, Juntae Lee, Simyung Chang, Nojun Kwak
2021	J	`jnl`	Adaptive Template and Transition Map for Real-Time Video Object Segmentation. IEEE Access Hyojin Park, Jayeon Yoo, Ganesh Venkatesh, Nojun Kwak
2021	J	`jnl`	Dynamic Collective Intelligence Learning: Finding Efficient Sparse Model via Refined Gradients for Pruned Weights. CoRR Jangho Kim, Jayeon Yoo, Yeji Song, KiYoon Yoo, Nojun Kwak
2021	J	`jnl`	Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation. CoRR John Yang, Yash Bhalgat, Simyung Chang, Fatih Porikli, Nojun Kwak
2021	J	`jnl`	Exploiting Inter-pixel Correlations in Unsupervised Domain Adaptation for Semantic Segmentation. CoRR Inseop Chung, Jayeon Yoo, Nojun Kwak
2021	J	`jnl`	Few-Shot Object Detection by Attending to Per-Sample-Prototype. CoRR Hojun Lee, Myunggi Lee, Nojun Kwak
2021	A*	`conf`	Interpolation-Based Semi-Supervised Learning for Object Detection. CVPR Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak
2021	A*	`conf`	LFI-CAM: Learning Feature Importance for Better Visual Explanation. ICCV Kwang Hee Lee, Chaewon Park, Junghyun Oh, Nojun Kwak
2021	J	`jnl`	LFI-CAM: Learning Feature Importance for Better Visual Explanation. CoRR Kwang Hee Lee, Chaewon Park, Junghyun Oh, Nojun Kwak
2021	J	`jnl`	Learning Dynamic BERT via Trainable Gate Variables and a Bi-modal Regularizer. CoRR Seohyeong Jeong, Nojun Kwak
2021	A*	`conf`	Learning Dynamic Network Using a Reuse Gate Function in Semi-Supervised Video Object Segmentation. CVPR Hyojin Park, Jayeon Yoo, Seohyeong Jeong, Ganesh Venkatesh, Nojun Kwak
2021	J	`jnl`	Local-Selective Feature Distillation for Single Image Super-Resolution. CoRR Seonguk Park, Nojun Kwak
2021	J	`jnl`	MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection. CoRR Jongmok Kim, Jooyoung Jang, Seunghyeon Seo, Jisoo Jeong, Jongkeun Na, Nojun Kwak
2021	J	`jnl`	Maximizing Cosine Similarity Between Spatial Features for Unsupervised Domain Adaptation in Semantic Segmentation. CoRR Inseop Chung, Daesik Kim, Nojun Kwak
2021	A*	`conf`	Normalization Matters in Weakly Supervised Object Localization. ICCV Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak
2021	J	`jnl`	Normalization Matters in Weakly Supervised Object Localization. CoRR Jeesoo Kim, Junsuk Choe, Sangdoo Yun, Nojun Kwak
2021	A	`conf`	PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation. Interspeech Jangho Kim, Simyung Chang, Nojun Kwak
2021	J	`jnl`	PQK: Model Compression via Pruning, Quantization, and Knowledge Distillation. CoRR Jangho Kim, Simyung Chang, Nojun Kwak
2021	A	`conf`	Part-Aware Data Augmentation for 3D Object Detection in Point Cloud. IROS Jaeseok Choi, Yeji Song, Nojun Kwak
2021	—	`conf`	Phase Selective Convolution. CVPR Workshops Jamie Menjay Lin, Parham Noorzad, Yang Yang, Nojun Kwak, Fatih Porikli
2021	Misc	`conf`	Prototype-Based Personalized Pruning. ICASSP Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak
2021	J	`jnl`	Prototype-based Personalized Pruning. CoRR Jangho Kim, Simyung Chang, Sungrack Yun, Nojun Kwak
2021	J	`jnl`	Radar-Spectrogram-Based UAV Classification Using Convolutional Neural Networks. Sensors Dongsuk Park, Seungeui Lee, Seonguk Park, Nojun Kwak
2021	J	`jnl`	Recurrently-Trained Super-Resolution. IEEE Access Saem Park, Nojun Kwak
2021	J	`jnl`	Self-Distilled Self-Supervised Representation Learning. CoRR Jiho Jang, Seonhoon Kim, KiYoon Yoo, Jangho Kim, Nojun Kwak
2021	J	`jnl`	Self-Evolutionary Optimization for Pareto Front Learning. CoRR Simyung Chang, KiYoon Yoo, Jiho Jang, Nojun Kwak
2021	A*	`conf`	Self-supervised Pre-training and Contrastive Representation Learning for Multiple-choice Video QA. AAAI Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak
2021	J	`jnl`	Smoothing the Generative Latent Space with Mixup-based Distance Learning. CoRR Chaerin Kong, Jeesoo Kim, Donghoon Han, Nojun Kwak
2021	J	`jnl`	The Invertible U-Net for Optical-Flow-free Video Interframe Generation. CoRR Saem Park, Donghun Han, Nojun Kwak
2021	A*	`conf`	Training Multi-Object Detector by Estimating Bounding Box Distribution for Input Image. ICCV Jaeyoung Yoo, Hojun Lee, Inseop Chung, Geonseok Seo, Nojun Kwak
2021	—	`conf`	Vehicle Image Generation Going Well with the Surroundings. ICONIP (4) Jeesoo Kim, Jangho Kim, Jaeyoung Yoo, Daesik Kim, Nojun Kwak
2020	J	`jnl`	Asynchronous Edge Learning using Cloned Knowledge Distillation. CoRR Sang-Ho Lee, KiYoon Yoo, Nojun Kwak
2020	J	`jnl`	Class-Imbalanced Semi-Supervised Learning. CoRR Minsung Hyun, Jisoo Jeong, Nojun Kwak
2020	J	`jnl`	Exploring Rare Pose in Human Pose Estimation. IEEE Access Jihye Hwang, John Yang, Nojun Kwak
2020	B	`conf`	Feature Fusion for Online Mutual Knowledge Distillation. ICPR Jangho Kim, Minsung Hyun, Inseop Chung, Nojun Kwak
2020	A	`conf`	Feature-Level Ensemble Knowledge Distillation for Aggregating Knowledge from Multiple Networks. ECAI Seonguk Park, Nojun Kwak
2020	A*	`conf`	Feature-map-level Online Adversarial Knowledge Distillation. ICML Inseop Chung, Seonguk Park, Jangho Kim, Nojun Kwak
2020	J	`jnl`	Feature-map-level Online Adversarial Knowledge Distillation. CoRR Inseop Chung, Seonguk Park, Jangho Kim, Nojun Kwak
2020	J	`jnl`	Interpolation-based semi-supervised learning for object detection. CoRR Jisoo Jeong, Vikas Verma, Minsung Hyun, Juho Kannala, Nojun Kwak
2020	J	`jnl`	KL-Divergence-Based Region Proposal Network for Object Detection. CoRR Geonseok Seo, Jaeyoung Yoo, Jaeseok Choi, Nojun Kwak
2020	B	`conf`	Kl-Divergence-Based Region Proposal Network For Object Detection. ICIP Geonseok Seo, Jaeyoung Yoo, Jaeseok Choi, Nojun Kwak
2020	—	`conf`	LSQ+: Improving low-bit quantization through learnable offsets and better initialization. CVPR Workshops Yash Bhalgat, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, Nojun Kwak
2020	J	`jnl`	LSQ+: Improving low-bit quantization through learnable offsets and better initialization. CoRR Yash Bhalgat, Jinwon Lee, Markus Nagel, Tijmen Blankevoort, Nojun Kwak
2020	J	`jnl`	Learning Dynamic Network Using a Reuse Gate Function in Semi-supervised Video Object Segmentation. CoRR Hyojin Park, Jayeon Yoo, Seohyeong Jeong, Ganesh Venkatesh, Nojun Kwak
2020	J	`jnl`	Nonparametric Estimation of Probabilistic Membership for Subspace Clustering. IEEE Trans. Cybern. Jieun Lee, Hyeogjin Lee, Minsik Lee, Nojun Kwak
2020	J	`jnl`	On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective. CoRR Seonguk Park, KiYoon Yoo, Nojun Kwak
2020	J	`jnl`	Part-Aware Data Augmentation for 3D Object Detection in Point Cloud. CoRR Jaeseok Choi, Yeji Song, Nojun Kwak
2020	A*	`conf`	Position-based Scaled Gradient for Model Quantization and Pruning. NeurIPS Jangho Kim, KiYoon Yoo, Nojun Kwak
2020	J	`jnl`	Position-based Scaled Gradient for Model Quantization and Sparse Training. CoRR Jangho Kim, KiYoon Yoo, Nojun Kwak
2020	J	`jnl`	Procrustean Regression Networks: Learning 3D Structure of Non-Rigid Objects from 2D Annotations. CoRR Sungheon Park, Minsik Lee, Nojun Kwak
2020	—	`conf`	Procrustean Regression Networks: Learning 3D Structure of Non-rigid Objects from 2D Annotations. ECCV (29) Sungheon Park, Minsik Lee, Nojun Kwak
2020	A	`conf`	SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder. WACV Hyojin Park, Lars Lowe Sjösund, Young Joon Yoo, Nicolas Monet, Jihwan Bang, Nojun Kwak
2020	C	`conf`	Self-Training using Selection Network for Semi-supervised Learning. ICPRAM Jisoo Jeong, Seungeui Lee, Nojun Kwak
2020	J	`jnl`	Self-supervised pre-training and contrastive representation learning for multiple-choice video QA. CoRR Seonhoon Kim, Seohyeong Jeong, Eunbyul Kim, Inho Kang, Nojun Kwak
2020	—	`conf`	SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation. ECCV (12) John Yang, Hyung Jin Chang, Seungeui Lee, Nojun Kwak
2020	J	`jnl`	SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation. CoRR John Yang, Hyung Jin Chang, Seungeui Lee, Nojun Kwak
2020	—	`conf`	StackNet: Stacking feature maps for Continual learning. CVPR Workshops Jangho Kim, Jeesoo Kim, Nojun Kwak
2020	J	`jnl`	StyleUV: Diverse and High-fidelity UV Map Generative Model. CoRR Myunggi Lee, Wonwoong Cho, Moonheum Kim, David I. Inouye, Nojun Kwak
2020	J	`jnl`	TTVOS: Lightweight Video Object Segmentation with Adaptive Template Attention Module and Temporal Consistency Loss. CoRR Hyojin Park, Ganesh Venkatesh, Nojun Kwak
2020	A*	`conf`	Tell Me What They're Holding: Weakly-Supervised Object Detection with Transferable Knowledge from Human-Object Interaction. AAAI Daesik Kim, Gyujeong Lee, Jisoo Jeong, Nojun Kwak
2020	A*	`conf`	URNet: User-Resizable Residual Networks with Conditional Gating Module. AAAI Sang-Ho Lee, Simyung Chang, Nojun Kwak
2020	B	`conf`	Unpriortized Autoencoder For Image Generation. ICIP Jaeyoung Yoo, Hojun Lee, Nojun Kwak
2019	A*	`conf`	A Comprehensive Overhaul of Feature Distillation. ICCV Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi
2019	J	`jnl`	A Comprehensive Overhaul of Feature Distillation. CoRR Byeongho Heo, Jeesoo Kim, Sangdoo Yun, Hyojin Park, Nojun Kwak, Jin Young Choi
2019	C	`conf`	BOOK: Storing Algorithm-Invariant Episodes for Deep Reinforcement Learning. ICPRAM Simyung Chang, Youngjoon Yoo, Jaeseok Choi, Nojun Kwak
2019	A*	`conf`	Consistency-based Semi-supervised Learning for Object detection. NeurIPS Jisoo Jeong, Seungeui Lee, Jeesoo Kim, Nojun Kwak
2019	J	`jnl`	Density Estimation and Incremental Learning of Latent Vector for Generative Autoencoders. CoRR Jaeyoung Yoo, Hojun Lee, Nojun Kwak
2019	J	`jnl`	Disentangling Options with Hellinger Distance Regularizer. CoRR Minsung Hyun, Junyoung Choi, Nojun Kwak
2019	J	`jnl`	ExtremeC3Net: Extreme Lightweight Portrait Segmentation Networks using Advanced C3-modules. CoRR Hyojin Park, Lars Lowe Sjösund, Youngjoon Yoo, Nojun Kwak
2019	J	`jnl`	FEED: Feature-level Ensemble for Knowledge Distillation. CoRR Seonguk Park, Nojun Kwak
2019	J	`jnl`	Feature Fusion for Online Mutual Knowledge Distillation. CoRR Jangho Kim, Minsung Hyun, Inseop Chung, Nojun Kwak
2019	J	`jnl`	Genetic-Gated Networks for Deep Reinforcement. CoRR Simyung Chang, John Yang, Jaeseok Choi, Nojun Kwak
2019	J	`jnl`	Image Enhancement by Recurrently-trained Super-resolution Network. CoRR Saem Park, Nojun Kwak
2019	J	`jnl`	Mixture-Model-based Bounding Box Density Estimation for Object Detection. CoRR Jaeyoung Yoo, Geonseok Seo, Nojun Kwak
2019	B	`conf`	Pose estimator and tracker using temporal flow maps for limbs. IJCNN Jihye Hwang, Jieun Lee, Sungheon Park, Nojun Kwak
2019	J	`jnl`	Pose estimator and tracker using temporal flow maps for limbs. CoRR Jihye Hwang, Jieun Lee, Sungheon Park, Nojun Kwak
2019	J	`jnl`	QKD: Quantization-aware Knowledge Distillation. CoRR Jangho Kim, Yash Bhalgat, Jinwon Lee, Chirag Patel, Nojun Kwak
2019	J	`jnl`	SINet: Extreme Lightweight Portrait Segmentation Networks with Spatial Squeeze Modules and Information Blocking Decoder. CoRR Hyojin Park, Lars Lowe Sjösund, Youngjoon Yoo, Nicolas Monet, Nojun Kwak
2019	A*	`conf`	Semantic Sentence Matching with Densely-Connected Recurrent and Co-Attentive Information. AAAI Seonhoon Kim, Inho Kang, Nojun Kwak
2019	A*	`conf`	Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation. ICCV Simyung Chang, Seonguk Park, John Yang, Nojun Kwak
2019	J	`jnl`	TW3-Based Fully Automated Bone Age Assessment System Using Deep Neural Networks. IEEE Access Sung Joon Son, Youngmin Song, Namgi Kim, Younghae Do, Nojun Kwak, Mu Sook Lee, Byoung-Dai Lee
2019	J	`jnl`	Task-oriented Design through Deep Reinforcement Learning. CoRR Junyoung Choi, Minsung Hyun, Nojun Kwak
2019	J	`jnl`	Tell Me What They're Holding: Weakly-supervised Object Detection with Transferable Knowledge from Human-object Interaction. CoRR Daesik Kim, Gyujeong Lee, Jisoo Jeong, Nojun Kwak
2019	—	`conf`	Textbook Question Answering with Multi-modal Context Graph Understanding and Self-supervised Open-set Comprehension. ACL (1) Daesik Kim, Seonhoon Kim, Nojun Kwak
2019	C	`conf`	Towards Governing Agent's Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning. ACML John Yang, Gyuejeong Lee, Simyung Chang, Nojun Kwak
2019	C	`conf`	Two-layer Residual Feature Fusion for Object Detection. ICPRAM Jaeseok Choi, Kyoungmin Lee, Jisoo Jeong, Nojun Kwak
2019	J	`jnl`	URNet : User-Resizable Residual Networks with Conditional Gating Module. CoRR Simyung Chang, Sang-Ho Lee, Nojun Kwak
2018	A	`conf`	3D Human Pose Estimation with Relational Networks. BMVC Sungheon Park, Nojun Kwak
2018	J	`jnl`	3D Human Pose Estimation with Relational Networks. CoRR Sungheon Park, Nojun Kwak
2018	—	`conf`	Broadcasting Convolutional Network for Visual Relational Reasoning. ECCV (15) Simyung Chang, John Yang, Seonguk Park, Nojun Kwak
2018	J	`jnl`	Concentrated-Comprehensive Convolutions for lightweight semantic segmentation. CoRR Hyojin Park, Youngjoon Yoo, Geonseok Seo, Dongyoon Han, Sangdoo Yun, Nojun Kwak
2018	A*	`conf`	Dynamic Graph Generation Network: Generating Relational Knowledge From Diagrams. CVPR Daesik Kim, Youngjoon Yoo, Jeesoo Kim, Sangkuk Lee, Nojun Kwak
2018	J	`jnl`	Generating objects going well with the surroundings. CoRR Jeesoo Kim, Jaeyoung Yoo, Jangho Kim, Nojun Kwak
2018	A*	`conf`	Genetic-Gated Networks for Deep Reinforcement Learning. NeurIPS Simyung Chang, John Yang, Jaeseok Choi, Nojun Kwak
2018	J	`jnl`	HC-Net: Memory-based Incremental Dual-Network System for Continual learning. CoRR Jangho Kim, Jeesoo Kim, Nojun Kwak
2018	A*	`conf`	Image Restoration by Estimating Frequency Distribution of Local Patches. CVPR Jaeyoung Yoo, Sang-Ho Lee, Nojun Kwak
2018	J	`jnl`	Image Restoration by Estimating Frequency Distribution of Local Patches. CoRR Jaeyoung Yoo, Sang-Ho Lee, Nojun Kwak
2018	J	`jnl`	Image Translation to Mixed-Domain using Sym-Parameterized Generative Network. CoRR Simyung Chang, Seonguk Park, John Yang, Nojun Kwak
2018	J	`jnl`	Independent component analysis by lp-norm optimization. Pattern Recognit. Sungheon Park, Nojun Kwak
2018	A	`conf`	MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis. BMVC Hyojin Park, Youngjoon Yoo, Nojun Kwak
2018	J	`jnl`	MC-GAN: Multi-conditional Generative Adversarial Network for Image Synthesis. CoRR Hyojin Park, Young Joon Yoo, Nojun Kwak
2018	—	`conf`	Motion Feature Network: Fixed Motion Filter for Action Recognition. ECCV (10) Myunggi Lee, Seungeui Lee, Sung Joon Son, Gyutae Park, Nojun Kwak
2018	J	`jnl`	Motion Feature Network: Fixed Motion Filter for Action Recognition. CoRR Myunggi Lee, Seungeui Lee, Sung Joon Son, Gyutae Park, Nojun Kwak
2018	—	`conf`	Music Source Separation Using Stacked Hourglass Networks. ISMIR Sungheon Park, Taehoon Kim, Kyogu Lee, Nojun Kwak
2018	J	`jnl`	Music Source Separation Using Stacked Hourglass Networks. CoRR Sungheon Park, Taehoon Kim, Kyogu Lee, Nojun Kwak
2018	A*	`conf`	Paraphrasing Complex Network: Network Compression via Factor Transfer. NeurIPS Jangho Kim, Seonguk Park, Nojun Kwak
2018	J	`jnl`	Paraphrasing Complex Network: Network Compression via Factor Transfer. CoRR Jangho Kim, Seonguk Park, Nojun Kwak
2018	J	`jnl`	Procrustean Regression: A Flexible Alignment-Based Framework for Nonrigid Structure Estimation. IEEE Trans. Image Process. Sungheon Park, Minsik Lee, Nojun Kwak
2018	J	`jnl`	Semantic Sentence Matching with Densely-connected Recurrent and Co-attentive Information. CoRR Seonhoon Kim, Jin-Hyuk Hong, Inho Kang, Nojun Kwak
2018	J	`jnl`	Textbook Question Answering with Knowledge Graph Understanding and Unsupervised Open-set Text Comprehension. CoRR Daesik Kim, Seonhoon Kim, Nojun Kwak
2018	J	`jnl`	Towards Governing Agent's Efficacy: Action-Conditional β-VAE for Deep Transparent Reinforcement Learning. CoRR John Yang, Gyujeong Lee, Minsung Hyun, Simyung Chang, Nojun Kwak
2017	—	`conf`	Athlete Pose Estimation by a Global-Local Network. CVPR Workshops Jihye Hwang, Sungheon Park, Nojun Kwak
2017	J	`jnl`	Broadcasting Convolutional Network. CoRR Simyung Chang, John Yang, Seonguk Park, Nojun Kwak
2017	J	`jnl`	Butterfly Effect: Bidirectional Control of Classification Performance by Small Additive Perturbation. CoRR Young Joon Yoo, Seonguk Park, Junyoung Choi, Sangdoo Yun, Nojun Kwak
2017	J	`jnl`	Dynamic Graph Generation Network: Generating Relational Knowledge from Diagrams. CoRR Daesik Kim, Youngjoon Yoo, Jeesoo Kim, Sangkuk Lee, Nojun Kwak
2017	A	`conf`	Enhancement of SSD by concatenating feature maps for object detection. BMVC Jisoo Jeong, Hyojin Park, Nojun Kwak
2017	J	`jnl`	Enhancement of SSD by concatenating feature maps for object detection. CoRR Jisoo Jeong, Hyojin Park, Nojun Kwak
2017	J	`jnl`	Implementing Kernel Methods Incrementally by Incremental Nonlinear Projection Trick. IEEE Trans. Cybern. Nojun Kwak
2017	J	`jnl`	Knowledge Sharing for Reinforcement Learning: Writing a BOOK. CoRR Simyung Chang, Young Joon Yoo, Jaeseok Choi, Nojun Kwak
2017	B	`conf`	Matching video net: Memory-based embedding for video action recognition. IJCNN Daesik Kim, Myunggi Lee, Nojun Kwak
2017	J	`jnl`	Online recognition of handwritten music symbols. Int. J. Document Anal. Recognit. Jiyong Oh, Sung Joon Son, Sangkuk Lee, Ji-Won Kwon, Nojun Kwak
2017	J	`jnl`	Residual Features and Unified Prediction Network for Single Stage Detection. CoRR Kyoungmin Lee, Jaeseok Choi, Jisoo Jeong, Nojun Kwak
2017	A	`conf`	Superpixel-based semantic segmentation trained by statistical process control. BMVC Hyojin Park, Jisoo Jeong, Youngjoon Yoo, Nojun Kwak
2017	J	`jnl`	Superpixel-based semantic segmentation trained by statistical process control. CoRR Hyojin Park, Jisoo Jeong, Youngjoon Yoo, Nojun Kwak
2017	J	`jnl`	Team SNU's Control Strategies for Enhancing a Robot's Capability: Lessons from the 2015 DARPA Robotics Challenge Finals. J. Field Robotics Sanghyun Kim, Mingon Kim, Jimin Lee, Soonwook Hwang, Joonbo Chae, Beomyeong Park, Hyunbum Cho, Jaehoon Sim, Jaesug Jung, Hosang Lee, Seho Shin, Minsung Kim, Wonje Choi, Yisoo Lee, Sumin Park, Jiyong Oh, Yongjin Lee, Sangkuk Lee, Myunggi Lee, Sangyup Yi, Kyong-Sok K. C. Chang, Nojun Kwak, Jaeheung Park
2017	J	`jnl`	Where to Play: Retrieval of Video Segments using Natural-Language Queries. CoRR Sangkuk Lee, Daesik Kim, Myunggi Lee, Jihye Hwang, Nojun Kwak
2016	—	`conf`	3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information. ECCV Workshops (3) Sungheon Park, Jihye Hwang, Nojun Kwak
2016	J	`jnl`	3D Human Pose Estimation Using Convolutional Neural Networks with 2D Pose Information. CoRR Sungheon Park, Jihye Hwang, Nojun Kwak
2016	—	`conf`	Analysis on the Dropout Effect in Convolutional Neural Networks. ACCV (2) Sungheon Park, Nojun Kwak
2016	J	`jnl`	Generalized mean for robust principal component analysis. Pattern Recognit. Jiyong Oh, Nojun Kwak
2016	—	`conf`	Kernel parameter selection by gap maximization between intra and inter-class samples. BigComp John Yang, Hyeogjin Lee, Nojun Kwak
2016	C	`conf`	Outdoor Context Awareness Device That Enables Mobile Phone Users to Walk Safely through Urban Intersections. ICPRAM Jihye Hwang, Younggwang Ji, Nojun Kwak, Eun Yi Kim
2016	—	`conf`	Unregistered Bosniak Classification with Multi-phase Convolutional Neural Networks. ICONIP (4) Myunggi Lee, Hyeogjin Lee, Jiyong Oh, Hak Jong Lee, Seung Hyup Kim, Nojun Kwak
2015	—	`conf`	Approach of Team SNU to the DARPA Robotics Challenge finals. Humanoids Sanghyun Kim, Mingon Kim, Jimin Lee, Soonwook Hwang, Joonbo Chae, Beomyeong Park, Hyunbum Cho, Jaehoon Sim, Jaesug Jung, Hosang Lee, Seho Shin, Minsung Kim, Nojun Kwak, Yongjin Lee, Sangkuk Lee, Myunggi Lee, Sangyup Yi, Kyong-Sok K. C. Chang, Jaeheung Park
2015	B	`conf`	Character recognition for the machine reader zone of electronic identity cards. ICIP Hyeogjin Lee, Nojun Kwak
2015	—	`conf`	Cultural event recognition by subregion classification with convolutional neural network. CVPR Workshops Sungheon Park, Nojun Kwak
2015	J	`jnl`	Efficient l IEEE Trans. Neural Networks Learn. Syst. Eunwoo Kim, Minsik Lee, Chong-Ho Choi, Nojun Kwak, Songhwai Oh
2015	B	`conf`	Illumination robust optical flow estimation by illumination-chromaticity decoupling. ICIP Sungheon Park, Nojun Kwak
2015	A*	`conf`	Membership representation for detecting block-diagonal structure in low-rank or sparse subspace clustering. CVPR Minsik Lee, Jieun Lee, Hyeogjin Lee, Nojun Kwak
2014	C	`conf`	Optimal Conjugate Gradient Algorithm for Generalization of Linear Discriminant Analysis Based on L ICPRAM Kanishka Tyagi, Nojun Kwak, Michael T. Manry
2014	J	`jnl`	Principal Component Analysis by $L_{p}$ -Norm Maximization. IEEE Trans. Cybern. Nojun Kwak
2013	J	`jnl`	Generalization of linear discriminant analysis using Pattern Recognit. Lett. Jae Hyun Oh, Nojun Kwak
2013	J	`jnl`	Generalized mean for feature extraction in one-class classification problems. Pattern Recognit. Jiyong Oh, Nojun Kwak, Minsik Lee, Chong-Ho Choi
2013	J	`jnl`	Nonlinear Projection Trick in Kernel Methods: An Alternative to the Kernel Trick. IEEE Trans. Neural Networks Learn. Syst. Nojun Kwak
2012	C	`conf`	Boosted-PCA for binary classification problems. ISCAS Seaung Lok Ham, Nojun Kwak
2012	—	`conf`	Detection and Recovery of Occluded Face Images based on Correlation between Pixels. ICPRAM (2) Jieun Lee, Nojun Kwak
2012	J	`jnl`	Kernel discriminant analysis for regression problems. Pattern Recognit. Nojun Kwak
2012	J	`jnl`	Pixel selection based on discriminant features with application to face recognition. Pattern Recognit. Lett. Sang-Il Choi, Chong-Ho Choi, Gu-Min Jeong, Nojun Kwak
2012	J	`jnl`	Recognition of a Driver's Gaze for Vehicle Headlamp Control. IEEE Trans. Veh. Technol. Jae Hyun Oh, Nojun Kwak
2011	J	`jnl`	Face recognition based on 2D images under illumination and pose variations. Pattern Recognit. Lett. Sang-Il Choi, Chong-Ho Choi, Nojun Kwak
2011	J	`jnl`	Provisioning QoS for WiFi-enabled Portable Devices in Home Networks. KSII Trans. Internet Inf. Syst. Eun-Chan Park, Nojun Kwak, Suk Kyu Lee, Jong-Kook Kim, Hwangnam Kim
2010	J	`jnl`	Feature extraction based on subspace methods for regression problems. Neurocomputing Nojun Kwak, Jung-won Lee
2009	J	`jnl`	Feature extraction for one-class classification problems: Enhancements to biased discriminant analysis. Pattern Recognit. Nojun Kwak, Jiyong Oh
2009	—	`conf`	MAP Classifier with BDA Features. FSKD (1) Jiyong Oh, Chong-Ho Choi, Nojun Kwak
2008	J	`jnl`	Dimensionality reduction based on ICA for regression problems. Neurocomputing Nojun Kwak, Chunghoon Kim, Hwangnam Kim
2008	—	`conf`	Feature Extraction for Regression Problems and an Example Application for Pose Estimation of a Face. ICIAR Nojun Kwak, Sang-Il Choi, Chong-Ho Choi
2008	J	`jnl`	Feature extraction for classification problems and its application to face recognition. Pattern Recognit. Nojun Kwak
2008	J	`jnl`	Principal Component Analysis Based on L1-Norm Maximization. IEEE Trans. Pattern Anal. Mach. Intell. Nojun Kwak
2007	J	`jnl`	Feature Extraction Based on Direct Calculation of Mutual Information. Int. J. Pattern Recognit. Artif. Intell. Nojun Kwak
2006	—	`conf`	Dimensionality Reduction Based on ICA for Regression Problems. ICANN (1) Nojun Kwak, Chunghoon Kim
2006	—	`conf`	Feature Extraction with Weighted Samples Based on Independent Component Analysis. ICANN (2) Nojun Kwak
2003	J	`jnl`	Feature Extraction Based on ICA for Binary Classification Problems. IEEE Trans. Knowl. Data Eng. Nojun Kwak, Chong-Ho Choi
2002	C	`conf`	A New Method of Feature Extraction and Its Stability. ICANN Nojun Kwak, Chong-Ho Choi
2002	—	`conf`	Face recognition using feature extraction based on independent component analysis. ICIP (2) Nojun Kwak, Chong-Ho Choi, Narendra Ahuja
2002	J	`jnl`	Input Feature Selection by Mutual Information Based on Parzen Window. IEEE Trans. Pattern Anal. Mach. Intell. Nojun Kwak, Chong-Ho Choi
2002	J	`jnl`	Input feature selection for classification problems. IEEE Trans. Neural Networks Nojun Kwak, Chong-Ho Choi
2001	A*	`conf`	Disturbance Attenuation in Robot Control. ICRA Chong-Ho Choi, Nojun Kwak
2001	C	`conf`	Feature Extraction Using ICA. ICANN Nojun Kwak, Chong-Ho Choi, Jin Young Choi
1999	B	`conf`	Improved mutual information feature selector for neural networks in supervised learning. IJCNN Nojun Kwak, Chong-Ho Choi