Youngjune Gwon

1. POMO: Policy Optimization with Multiple Optima for Reinforcement Learning
   2020/10/30 by Yeong‐Dae Kwon, Kwon, Yeong-Dae, Jinho Choo +9 · 81 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Optimization and Search Problems #Reinforcement Learning in Robotics #Transportation and Mobility Innovations
2. ILVR: Conditioning Method for Denoising Diffusion Probabilistic Models
   2021/08/06 by Jooyoung Choi, Choi, Jooyoung, Sungwon Kim +7 · 77 citations
   Computer Science · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Music and Audio Processing
3. Matrix Encoding Networks for Neural Combinatorial Optimization
   2021/06/21 by Yeong‐Dae Kwon, Jinho Choo, Kwon, Yeong-Dae +9 · 18 citations
   Computer Science · #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning (cs.LG) #Metaheuristic Optimization Algorithms Research #Rough Sets and Fuzzy Logic
4. Simulation-guided Beam Search for Neural Combinatorial Optimization
   2022/07/13 by Jinho Choo, Choo, Jinho, Y. Kwon +11 · 17 citations
   Computer Science · #Advanced Neural Network Applications #Metaheuristic Optimization Algorithms Research #Machine Learning and Algorithms
5. Evaluation of BERT and ALBERT Sentence Embedding Performance on Downstream NLP Tasks
   2021/01/26 by Hyun‐Jin Choi, Judong Kim, Choi, Hyunjin +5 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
6. Adversarial Learning of Semantic Relevance in Text to Image Synthesis
   2018/12/12 by Miriam Cha, Youngjune Gwon, Cha, Miriam +3 · 2 citations
   Computer Science · #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Media Forensic Detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
7. SelfMatch: Combining Contrastive Self-Supervision and Consistency for Semi-Supervised Learning
   2021/01/16 by Byoungjip Kim, Kim, Byoungjip, Jinho Choo +9 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Advanced Neural Network Applications
8. Adversarial nets with perceptual losses for text-to-image synthesis
   2017/08/30 by Miriam Cha, Cha, Miriam, Youngjune Gwon +3 · 2 citations
   Computer Science · #Advanced Vision and Imaging #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
9. Understanding LoRA as Knowledge Memory: An Empirical Analysis
   2026/03/31 by Seungju Back, Dongwoo Lee, Naun Kang +4 · 3 citations
   Computer Science · #cs.LG