Lee, Kyungmin
- Improving Diffusion Models for Authentic Virtual Try-on in the Wild
2024/03/08 by Yisol Choi, Choi, Yisol, Sangkyung Kwak +7 · 24 citations
Computer Science · Engineering · #3D Shape Modeling and Analysis #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Discovering and Mitigating Visual Biases through Keyword Explanation
2023/01/26 by Younghyun Kim, Kim, Younghyun, Sangwoo Mo +9 · 12 citations
Computer Science · #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI) #Topic Modeling
- Revealing non-Hermitian band structures of photonic Floquet media
2021/12/01 by Park, Jagang, Cho, Hyukjoon, Lee, Seojoo +7 · 7 citations
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Optics (physics.optics)
- STUNT: Few-shot Tabular Learning with Self-generated Tasks from Unlabeled Tables
2023/03/02 by Jae Hyun Nam, Jihoon Tack, Nam, Jaehyun +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
- Calibrated Multi-Preference Optimization for Aligning Diffusion Models
2025/02/04 by Lee, Kyungmin, Li, Xiaohang, Wang, Qifei +7 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Direct Consistency Optimization for Robust Customization of Text-to-Image Diffusion Models
2024/02/19 by Kyungmin Lee, Sangkyung Kwak, Lee, Kyungmin +5 · 1 voice · 2 citations
Computer Science · #Image Retrieval and Classification Techniques
- EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
2024/12/06 by Soyoung An, Research, LG AI, Kyung‐Hoon Bae +62 · 10 citations
Business, Management and Accounting · Computer Science · Decision Sciences · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Recommender Systems and Techniques
- DreamFlow: High-Quality Text-to-3D Generation by Approximating Probability Flow
2024/03/22 by Kyung-Min Lee, Kihyuk Sohn, Lee, Kyungmin +3 · 6 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Motion and Animation #Image Processing and 3D Reconstruction
- DiffusionGuard: A Robust Defense Against Malicious Diffusion-based Image Editing
2024/10/08 by June Suk Choi, Kyungmin Lee, Choi, June Suk +9 · 7 citations
Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis
- S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions
2023/05/23 by Sangwoo Mo, Minkyu Kim, Mo, Sangwoo +5 · 4 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Spontaneous emission decay and excitation in photonic time crystals
2024/04/20 by Park, Jagang, Lee, Kyungmin, Zhang, Ruo-Yang +10 · 5 citations
#FOS: Physical sciences #Optics (physics.optics)
- EXAONE Deep: Reasoning Enhanced Language Models
2025/03/16 by Research, LG AI, Bae, Kyunghoon, Choi, Eunbi +29 · 9 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Cavity quantum electrodynamics of photonic temporal crystals
2025/01/06 by Junhyeon Bae, Bae, Junhyeon, Kyungmin Lee +5 · 4 citations
Engineering · Physics and Astronomy · #FOS: Physical sciences #Optics (physics.optics) #Other Condensed Matter (cond-mat.other) #Photonic Crystals and Applications #Photonic and Optical Devices #Quantum Physics (quant-ph)
- EXAONE 3.0 7.8B Instruction Tuned Language Model
2024/08/07 by Research, LG AI, :, An, Soyoung +36 · 3 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- A silicon-based ion trap chip protected from semiconductor charging
2024/11/21 by Da‐Un Chung, Chung, Daun, Kwangyeul Choi +32 · 2 citations
Chemical Engineering · Engineering · #Analytical Chemistry and Sensors #FOS: Physical sciences #Integrated Circuits and Semiconductor Failure Analysis #Quantum Physics (quant-ph) #Radiation Effects in Electronics
- EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes
2025/07/15 by Kyung‐Hoon Bae, Research, LG AI, Eunbi Choi +79 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning
2024/06/10 by Kim, Donghu, Lee, Hojoon, Lee, Kyungmin +2 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Dual-Stream Diffusion for World-Model Augmented Vision-Language-Action Model
2025/10/31 by John Won, Won, John, Kyungmin Lee +7 · 3 citations
Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Reinforcement Learning in Robotics
- Spontaneous emission and lasing in photonic time crystals
2025/07/26 by Lee, Kyungmin, Kyung, Minwook, Kim, Yung +7 · 3 citations
#FOS: Physical sciences #Optics (physics.optics)
- HAMLET: Switch your Vision-Language-Action Model into a History-Aware Policy
2025/10/01 by Daewon Choi, Koo, Myungkyu, Taeyoung Kim +10 · 2 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Semantic Web and Ontologies
- Contrastive Representation Regularization for Vision-Language-Action Models
2025/10/02 by Tae‐Young Kim, Jimin Lee, Kim, Taeyoung +13 · 1 citation
Computer Science · #Multimodal Machine Learning Applications
- Boundary-Driven Complex Brillouin Zone in Non-Hermitian Electric Circuits
2025/02/21 by Kim, Yung, Verma, Sonu, Kyung, Minwook +5 · 1 citation
#Applied Physics (physics.app-ph) #FOS: Physical sciences #Other Condensed Matter (cond-mat.other)
- Decoupled MeanFlow: Turning Flow Models into Flow Maps for Accelerated Sampling
2025/10/28 by Lee, Kyungmin, Yu, Sihyun, Shin, Jinwoo · 4 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences