Lee, Jinwon
- LSQ+: Improving low-bit quantization through learnable offsets and better initialization
2020/04/20 by Yash Bhalgat, Jinwon Lee, Bhalgat, Yash +7 · 24 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #Adversarial Robustness in Machine Learning
- APOLLO: SGD-like Memory, AdamW-level Performance
2024/12/06 by Hanqing Zhu, Zhenyu Zhang, Zhu, Hanqing +18 · 2 voices · 16 citations
Computer Science · #Parallel Computing and Optimization Techniques
- QKD: Quantization-aware Knowledge Distillation
2019/11/28 by Kim, Jangho, Bhalgat, Yash, Lee, Jinwon +2 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learned Threshold Pruning
2020/02/28 by Kambiz Azarian, Yash Bhalgat, Azarian, Kambiz +5 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Video Analysis and Summarization
- A Fully Convolutional Neural Network for Speech Enhancement
2016/09/22 by Park, Se Rim, Lee, Jinwon · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- The Path Not Taken: RLVR Provably Learns Off the Principals
2025/11/11 by Hanqing Zhu, Zhenyu Zhang, Zhu, Hanqing +26 · 1 voice · 7 citations
Computer Science · #Artificial Intelligence (cs.AI) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Topic Modeling #cs.AI #cs.LG
- Single-shot readout of the nuclear spin of an on-surface atom
2024/10/11 by Stolte, Evert W., Lee, Jinwon, Vennema, Hester G. +6 · 2 citations
#FOS: Physical sciences #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Quantum Physics (quant-ph)
- LPU: A Latency-Optimized and Highly Scalable Processor for Large Language Model Inference
2024/08/14 by Moon, Seungjae, Kim, Jung-Hoon, Kim, Junsoo +14 · 1 citation
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)