Taeyoung Yun
- GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning
2024/05/27 by Jae-Woo Lee, Lee, Jaewoo, Sujin Yun +5 · 6 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robot Manipulation and Learning
- Adaptive teachers for amortized samplers
2024/10/02 by Minsu Kim, Kim, Minsu, Sanghyeok Choi +17 · 6 citations
Mathematics · #Statistics Education and Methodologies
- Improved Off-policy Reinforcement Learning in Biological Sequence Design
2024/10/06 by Hyeonah Kim, Min‐Su Kim, Minsu Kim +13 · 1 voice · 3 citations
Biochemistry, Genetics and Molecular Biology · #Microbial Metabolic Engineering and Bioproduction #Viral Infectious Diseases and Gene Expression in Insects #RNA and protein synthesis mechanisms
- Guided Trajectory Generation with Diffusion Models for Offline Model-based Optimization
2024/06/29 by Taeyoung Yun, Sujin Yun, Yun, Taeyoung +5 · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Control and Dynamics of Mobile Robots #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotic Path Planning Algorithms #Vehicle Dynamics and Control Systems
- Learning to Scale Logits for Temperature-Conditional GFlowNets
2023/10/04 by Min‐Su Kim, Kim, Minsu, Joohwan Ko +14 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning in Materials Science #Metabolomics and Mass Spectrometry Studies
- Learning to Sample Effective and Diverse Prompts for Text-to-Image Generation
2025/02/17 by Taeyoung Yun, Dinghuai Zhang, Yun, Taeyoung +5 · 4 citations
Computer Science · Psychology · #Video Analysis and Summarization #Multimodal Machine Learning Applications #Educational Games and Gamification
- Offline Model-Based Optimization: Comprehensive Review
2025/03/21 by Minsu Kim, Kim, Minsu, Jiayao Gu +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