Minsu Kim
- Generative Recursive Reasoning
2026/05/19 by Junyeob Baek, Mingyu Jo, Minsu Kim +3 · 4 voices · 1 citation
#cs.AI
- Self-Evolving Curriculum for LLM Reasoning
2025/05/20 by Xiaoyin Chen, Chen, Xiaoyin, James J. Lu +15 · 27 citations
Computer Science · #Digital Rights Management and Security #Open Education and E-Learning #Information Systems Education and Curriculum Development
- Watch or Listen: Robust Audio-Visual Speech Recognition with Visual Corruption Modeling and Reliability Scoring
2023/03/15 by Joanna Hong, Hong, Joanna, Minsu Kim +5 · 9 citations
Computer Science · #Speech and Audio Processing #Music and Audio Processing #Video Analysis and Summarization
- Learning diverse attacks on large language models for robust red-teaming and safety tuning
2024/05/28 by Seanie Lee, Minsu Kim, Lee, Seanie +19 · 12 citations
Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Topic Modeling #Web Application Security Vulnerabilities
- SyncTalkFace: Talking Face Generation with Precise Lip-Syncing via Audio-Lip Memory
2022/11/02 by Se Jin Park, Minsu Kim, Park, Se Jin +7 · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Speech and Audio Processing #electronic engineering #information engineering
- Ant Colony Sampling with GFlowNets for Combinatorial Optimization
2024/03/11 by Minsu Kim, Kim, Minsu, Sanghyeok Choi +9 · 10 citations
Computer Science · Engineering · #BIM and Construction Integration #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Neural and Evolutionary Computing (cs.NE) #Optimization and Packing Problems
- Where Visual Speech Meets Language: VSP-LLM Framework for Efficient and Context-Aware Visual Speech Processing
2024/02/23 by Jeong Hun Yeo, Seunghee Han, Yeo, Jeong Hun +5 · 9 citations
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Speech and dialogue systems #electronic engineering #information engineering
- Let's Go Real Talk: Spoken Dialogue Model for Face-to-Face Conversation
2024/06/12 by Se Jin Park, Chae Won Kim, Park, Se Jin +11 · 9 citations
Computer Science · #Speech and dialogue systems #Multi-Agent Systems and Negotiation
- Distinguishing Homophenes Using Multi-Head Visual-Audio Memory for Lip Reading
2022/04/04 by Minsu Kim, Jeong Hun Yeo, Kim, Minsu +3 · 4 citations
Computer Science · Engineering · Neuroscience · #Advanced Adaptive Filtering Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hearing Loss and Rehabilitation #Speech and Audio Processing
- Equity-Transformer: Solving NP-hard Min-Max Routing Problems as Sequential Generation with Equity Context
2023/06/05 by Jiwoo Son, Minsu Kim, Son, Jiwoo +5 · 4 citations
Engineering · Computer Science · #Vehicle Routing Optimization Methods #Transportation and Mobility Innovations #Robotic Path Planning Algorithms
- Lip to Speech Synthesis with Visual Context Attentional GAN
2022/04/04 by Minsu Kim, Joanna Hong, Kim, Minsu +3 · 3 citations
Computer Science · #Speech and Audio Processing #Face recognition and analysis
- Generative Flows on Synthetic Pathway for Drug Design
2024/10/06 by Seonghwan Seo, Minsu Kim, Seo, Seonghwan +11 · 6 citations
Engineering · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Innovative Microfluidic and Catalytic Techniques Innovation #Machine Learning (cs.LG)
- A Bargaining Game for Personalized, Energy Efficient Split Learning over Wireless Networks
2022/12/12 by Minsu Kim, Alexander DeRieux, Kim, Minsu +3 · 3 citations
Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Electrical engineering #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #Stochastic Gradient Optimization Techniques #electronic engineering #information engineering
- AKVSR: Audio Knowledge Empowered Visual Speech Recognition by Compressing Audio Knowledge of a Pretrained Model
2023/08/15 by Jeong Hun Yeo, Yeo, Jeong Hun, Minsu Kim +7 · 3 citations
Computer Science · Engineering · #Speech and Audio Processing #Music and Audio Processing #Advanced Adaptive Filtering Techniques
- Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design
2022/07/19 by Minsu Kim, Kim, Minsu, Walid Saad +5 · 3 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Energy Harvesting in Wireless Networks #Microwave Imaging and Scattering Analysis
- Adaptive teachers for amortized samplers
2024/10/02 by Minsu Kim, Kim, Minsu, Sanghyeok Choi +17 · 5 citations
Mathematics · #Statistics Education and Methodologies
- Improved Off-policy Reinforcement Learning in Biological Sequence Design
2024/10/06 by Hyeonah Kim, Minsu Kim, Min‐Su Kim +13 · 1 voice · 2 citations
Biochemistry, Genetics and Molecular Biology · #Microbial Metabolic Engineering and Bioproduction #Viral Infectious Diseases and Gene Expression in Insects #RNA and protein synthesis mechanisms
- Contextual Speech Extraction: Leveraging Textual History as an Implicit Cue for Target Speech Extraction
2025/03/11 by Minsu Kim, Rodrigo Mira, Kim, Minsu +7 · 3 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
- RC-Mixup: A Data Augmentation Strategy against Noisy Data for Regression Tasks
2024/05/28 by Seong-Hyeon Hwang, Hwang, Seong-Hyeon, Minsu Kim +3 · 2 citations
Computer Science · #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
- DevFormer: A Symmetric Transformer for Context-Aware Device Placement
2022/05/26 by Haeyeon Kim, Kim, Haeyeon, Minsu Kim +6 · 1 citation
Engineering · Computer Science · #VLSI and FPGA Design Techniques #Ferroelectric and Negative Capacitance Devices #Embedded Systems Design Techniques
- On scalable and efficient training of diffusion samplers
2025/05/26 by Min‐Kyu Kim, Kim, Minkyu, Kiyoung Seong +6 · 5 citations
Computer Science · Environmental Science · Mathematics · #Advanced Mathematical Modeling in Engineering #FOS: Computer and information sciences #Groundwater flow and contamination studies #Machine Learning (cs.LG) #Numerical methods in inverse problems
- Prompt Tuning of Deep Neural Networks for Speaker-adaptive Visual Speech Recognition
2023/02/16 by Minsu Kim, Hyung-Il Kim, Kim, Minsu +3 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Face recognition and analysis #Image and Video Processing (eess.IV) #Indoor and Outdoor Localization Technologies #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Multi-Temporal Lip-Audio Memory for Visual Speech Recognition
2023/05/08 by Jeong Hun Yeo, Yeo, Jeong Hun, Minsu Kim +3 · 1 citation
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Speech and Audio Processing #electronic engineering #information engineering
- Textless Unit-to-Unit training for Many-to-Many Multilingual Speech-to-Speech Translation
2023/08/03 by Minsu Kim, Jeongsoo Choi, Kim, Minsu +5 · 1 citation
Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Signal Processing (eess.SP) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
- Outsourced diffusion sampling: Efficient posterior inference in latent spaces of generative models
2025/02/10 by Siddarth Venkatraman, Venkatraman, Siddarth, Mohsin Hasan +13 · 3 citations
Medicine · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Efficient Training for Multilingual Visual Speech Recognition: Pre-training with Discretized Visual Speech Representation
2024/01/18 by Minsu Kim, Jeong Hun Yeo, Kim, Minsu +6 · 1 citation
Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #Speech and Audio Processing #Subtitles and Audiovisual Media #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Epistemology of Language Models: Do Language Models Have Holistic Knowledge?
2024/03/19 by Minsu Kim, Kim, Minsu, James Thorne +1 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- T-CIL: Temperature Scaling using Adversarial Perturbation for Calibration in Class-Incremental Learning
2025/03/28 by Seong-Hyeon Hwang, Hwang, Seong-Hyeon, Minsu Kim +3 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- Scaling and Enhancing LLM-based AVSR: A Sparse Mixture of Projectors Approach
2025/05/20 by Umberto Cappellazzo, Cappellazzo, Umberto, Minsu Kim +7 · 3 citations
Computer Science · #Speech and Audio Processing #Speech Recognition and Synthesis #Music and Audio Processing
- Offline Model-Based Optimization: Comprehensive Review
2025/03/21 by Minsu Kim, Jiayao Gu, Kim, Minsu +11 · 2 citations
Computer Science · #Advanced Multi-Objective Optimization Algorithms #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- From Evidence to Belief: A Bayesian Epistemology Approach to Language Models
2025/04/28 by Minsu Kim, Kim, Minsu, Sangryul Kim +3 · 1 citation
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Explainable Artificial Intelligence (XAI)
- Beyond forecast leaderboards: Measuring individual model importance based on contribution to ensemble accuracy
2024/12/12 by Minsu Kim, Evan L Ray, Kim, Minsu +3 · 1 citation
Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Methodology (stat.ME)
- Exact No Signaling in Time without Temporal Classicality
2026/07/16 by Minsu Kim, Jeongho Bang, Han Seb Moon
#quant-ph