Jaewoong Cho

1. CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
   2024/04/03 by Jaehyeon Kim, Keon Lee, Kim, Jaehyeon +5 · 15 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Natural Language Processing Techniques #Sound (cs.SD) #Speech Recognition and Synthesis #Topic Modeling #electronic engineering #information engineering
2. Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
   2024/10/29 by Dongmin Park, Sebin Kim, Park, Dongmin +9 · 16 citations
   Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Nuclear reactor physics and engineering
3. Image Clustering Conditioned on Text Criteria
   2023/10/27 by Sehyun Kwon, Jaeseung Park, Kwon, Sehyun +9 · 8 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
4. Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
   2023/07/12 by Seongjun Yang, Yang, Seongjun, Gibbeum Lee +7 · 7 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
5. Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback
   2023/07/06 by Tae-Ho Yoon, Yoon, TaeHo, Kibeom Myoung +9 · 5 citations
   Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Model Reduction and Neural Networks
6. Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries
   2024/12/12 by J. Hyun Kim, Junhyuck Kim, Jongho Park +7 · 2 voices · 7 citations
   Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Network Packet Processing and Optimization #cs.LG
7. Efficient Generative Modeling with Residual Vector Quantization-Based Tokens
   2024/12/13 by Jaehyeon Kim, T. Moon, Kim, Jaehyeon +5 · 5 citations
   Computer Science · #Algorithms and Data Compression #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications
8. Task Diversity Shortens the ICL Plateau
   2024/10/07 by Jaeyeon Kim, Kim, Jaeyeon, Joo Young Choi +10 · 3 citations
   Chemical Engineering · Engineering · Mathematics · #Advanced Memory and Neural Computing #Analytical Chemistry and Sensors #Computation and Language (cs.CL) #Computer science #Diversity (politics) #Economics #FOS: Computer and information sciences #Geography #Machine Learning (cs.LG) #Mathematics #Plateau (mathematics) #Political science #Semiconductor materials and devices #Task (project management)
9. Mini-Batch Optimization of Contrastive Loss
   2023/07/12 by Jaewoong Cho, Kartik K. Sreenivasan, Cho, Jaewoong +17 · 2 citations
   Computer Science · Engineering · Mathematics · #Algorithm #Artificial intelligence #Cluster analysis #Computer science #Convergence (economics) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Face and Expression Recognition #Function (biology) #Machine Learning (cs.LG) #Machine learning #Mathematical optimization #Mathematics #Optimization problem #Remote-Sensing Image Classification #Sample (material)
10. Bridging the Gap between Expert and Language Models: Concept-guided Chess Commentary Generation and Evaluation
    2024/10/28 by Jae-Chang Kim, Kim, Jaechang, Jinmin Goh +7 · 3 citations
    Computer Science · Economics, Econometrics and Finance · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Games and Gamification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Sports Analytics and Performance #Topic Modeling
11. Clip-Low Increases Entropy and Clip-High Decreases Entropy in Reinforcement Learning of Large Language Models
    2025/09/30 by J. Park, Jaesung R. Park, Junsu Kim +12 · 1 voice · 2 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #cs.LG