Cho, Jaewoong
- Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks
2024/02/06 by Park, Jongho, Park, Jaeseung, Xiong, Zheyang +5 · 21 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- CLaM-TTS: Improving Neural Codec Language Model for Zero-Shot Text-to-Speech
2024/04/03 by Jaehyeon Kim, Kim, Jaehyeon, Keon Lee +5 · 11 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
- Image Clustering Conditioned on Text Criteria
2023/10/27 by Sehyun Kwon, Kwon, Sehyun, Jaeseung Park +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
- Rare-to-Frequent: Unlocking Compositional Generation Power of Diffusion Models on Rare Concepts with LLM Guidance
2024/10/29 by Dongmin Park, Park, Dongmin, Sebin Kim +9 · 13 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
- DiTTo-TTS: Diffusion Transformers for Scalable Text-to-Speech without Domain-Specific Factors
2024/06/17 by Keon Lee, Lee, Keon, Dong-Won Kim +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #Speech and dialogue systems #electronic engineering #information engineering
- Lexico: Extreme KV Cache Compression via Sparse Coding over Universal Dictionaries
2024/12/12 by Junhyuck Kim, J. Hyun Kim, Kim, Junhyuck +7 · 2 voices · 7 citations
Computer Science · #Advanced Data Compression Techniques #Algorithms and Data Compression #Network Packet Processing and Optimization #cs.LG
- Predictive Pipelined Decoding: A Compute-Latency Trade-off for Exact LLM Decoding
2023/07/12 by Yang, Seongjun, Lee, Gibbeum, Cho, Jaewoong +2 · 4 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- SAiD: Speech-driven Blendshape Facial Animation with Diffusion
2023/12/25 by Park, Inkyu, Cho, Jaewoong · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG) #Multimedia (cs.MM)
- Censored Sampling of Diffusion Models Using 3 Minutes of Human Feedback
2023/07/06 by Tae-Ho Yoon, Yoon, TaeHo, Kibeom Myoung +9 · 3 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
- 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
- Distilling LLM Agent into Small Models with Retrieval and Code Tools
2025/05/23 by Kang, Minki, Jeong, Jongwon, Lee, Seanie +2 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- 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)
- Orak: A Foundational Benchmark for Training and Evaluating LLM Agents on Diverse Video Games
2025/06/04 by Park, Dongmin, Kim, Minkyu, Choi, Beongjun +13 · 6 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- 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
- T1: Tool-integrated Verification for Test-time Compute Scaling in Small Language Models
2025/04/07 by Kang, Minki, Jaepil Jeong, J.W. Cho +2 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Topic Modeling
- Mini-Batch Optimization of Contrastive Loss
2023/07/12 by Cho, Jaewoong, Sreenivasan, Kartik, Lee, Keon +7 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Simple Drop-in LoRA Conditioning on Attention Layers Will Improve Your Diffusion Model
2024/05/07 by Choi, Joo Young, Park, Jaesung R., Park, Inkyu +3 · 1 citation
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)