Kim, Jaeyeon
- Train for the Worst, Plan for the Best: Understanding Token Ordering in Masked Diffusions
2025/02/10 by Jaeyeon Kim, Kim, Jaeyeon, Kulin Shah +7 · 63 citations
Engineering · #Architecture and Computational Design
- EnCLAP: Combining Neural Audio Codec and Audio-Text Joint Embedding for Automated Audio Captioning
2024/01/31 by Kim, Jaeyeon, Jung, Jaeyoon, Lee, Jinjoo +1 · 8 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
- PHANGS-JWST: Data Processing Pipeline and First Full Public Data Release
2024/01/26 by Williams, Thomas G., Lee, Janice C., Larson, Kirsten L. +55 · 9 citations
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences
- PHANGS-JWST First Results: Dust embedded star clusters in NGC 7496 selected via 3.3 μm PAH emission
2022/11/24 by Jimena Rodríguez, Janice Lee, Rodriguez, Jimena +79 · 3 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Stellar, planetary, and galactic studies
- Polycyclic Aromatic Hydrocarbon and CO(2-1) Emission at 50-150 pc Scales in 70 Nearby Galaxies
2024/10/07 by Ryan Chown, Adam K. Leroy, Chown, Ryan +83 · 5 citations
Engineering · Physics and Astronomy · #Astrophysics and Star Formation Studies #Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences #Phase Equilibria and Thermodynamics
- Any-Order Flexible Length Masked Diffusion
2025/08/31 by J.M. Kim, Lee Cheuk-Kit, Kim, Jaeyeon +13 · 12 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare
- Mirror Duality in Convex Optimization
2023/11/29 by Kim, Jaeyeon, Park, Chanwoo, Ozdaglar, Asuman +2 · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Time-Reversed Dissipation Induces Duality Between Minimizing Gradient Norm and Function Value
2023/05/11 by Kim, Jaeyeon, Ozdaglar, Asuman, Park, Chanwoo +1 · 2 citations
#FOS: Mathematics #Optimization and Control (math.OC)
- Learning Economic Indicators by Aggregating Multi-Level Geospatial Information
2022/05/03 by Sung Won Park, Sungwon Han, Park, Sungwon +19 · 3 citations
Environmental Science · Economics, Econometrics and Finance · Social Sciences · #Impact of Light on Environment and Health #Energy, Environment, Economic Growth #Diverse Aspects of Tourism Research
- Task Diversity Shortens the ICL Plateau
2024/10/07 by Kim, Jaeyeon, Kwon, Sehyun, Choi, Joo Young +4 · 3 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Minimal Adversarial Examples for Deep Learning on 3D Point Clouds
2020/08/27 by Kim, Jaeyeon, Hua, Binh-Son, Nguyen, Duc Thanh +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LoRA Training Provably Converges to a Low-Rank Global Minimum or It Fails Loudly (But it Probably Won't Fail)
2025/02/13 by Jun‐Su Kim, Kim, Junsu, Jaeyeon Kim +3 · 3 citations
Engineering · #Robotics and Automated Systems
- Optimal Acceleration for Minimax and Fixed-Point Problems is Not Unique
2024/04/20 by Tae-Ho Yoon, Jaeyeon Kim, Yoon, TaeHo +5 · 2 citations
Engineering · #FOS: Mathematics #Nuclear reactor physics and engineering #Optimization and Control (math.OC)
- Fine-Tuning Masked Diffusion for Provable Self-Correction
2025/10/01 by Kim, Jaeyeon, Kim, Seunggeun, Lee, Taekyun +4 · 5 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- ViSAGe: Video-to-Spatial Audio Generation
2025/06/13 by Jaeyeon Kim, Heeseung Yun, Kim, Jaeyeon +3 · 5 citations
Computer Science · #Music Technology and Sound Studies #Music and Audio Processing
- Efficient LLaMA-3.2-Vision by Trimming Cross-attended Visual Features
2025/04/01 by Jewon Lee, Lee, Jewon, Ki-Ung Song +14 · 3 citations
Computer Science · #Advanced Neural Network Applications #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
- Language-driven Object Fusion into Neural Radiance Fields with Pose-Conditioned Dataset Updates
2023/09/20 by Ka Chun Shum, Jaeyeon Kim, Shum, Ka Chun +7 · 1 citation
Computer Science · Engineering · #Advanced Vision and Imaging #Robotics and Sensor-Based Localization #Computer Graphics and Visualization Techniques
- Selective Underfitting in Diffusion Models
2025/10/01 by Ki‐Whan Song, Song, Kiwhan, J.M. Kim +9 · 5 citations
Computer Science · Physics and Astronomy · Mathematics · #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks #Markov Chains and Monte Carlo Methods
- Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge
2025/05/12 by Yang, Chao-Han Huck, Ghosh, Sreyan, Wang, Qing +14 · 2 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- The PHANGS-AstroSat Atlas of Nearby Star Forming Galaxies
2023/12/10 by Hassani, Hamid, Rosolowsky, Erik, Koch, Eric W. +29 · 1 citation
#Astrophysics of Galaxies (astro-ph.GA) #FOS: Physical sciences