Lee, Chankyu
- NV-Embed: Improved Techniques for Training LLMs as Generalist Embedding Models
2024/05/27 by Chankyu Lee, Rajarshi Roy, Lee, Chankyu +12 · 2 voices · 107 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Natural Language Processing Techniques #cs.AI #cs.CL #cs.IR #cs.LG
- MM-Embed: Universal Multimodal Retrieval with Multimodal LLMs
2024/11/04 by Lin, Sheng-Chieh, Lee, Chankyu, Shoeybi, Mohammad +3 · 45 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- ChatQA: Surpassing GPT-4 on Conversational QA and RAG
2024/01/18 by Zihan Liu, Liu, Zihan, Rajarshi Roy +9 · 15 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
- AceReason-Nemotron: Advancing Math and Code Reasoning through Reinforcement Learning
2025/05/22 by Chen, Yang, Yang, Zhuolin, Liu, Zihan +5 · 30 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Spike-FlowNet: Event-based Optical Flow Estimation with Energy-Efficient Hybrid Neural Networks
2020/03/14 by Lee, Chankyu, Kosta, Adarsh Kumar, Zhu, Alex Zihao +3 · 5 citations
#FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- A Comprehensive Analysis on Adversarial Robustness of Spiking Neural Networks
2019/05/07 by Sharmin, Saima, Panda, Priyadarshini, Sarwar, Syed Shakib +3 · 4 citations
#FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Signal Processing (eess.SP) #electronic engineering #information engineering
- AceReason-Nemotron 1.1: Advancing Math and Code Reasoning through SFT and RL Synergy
2025/06/16 by Zihan Liu, Zhuolin Yang, Liu, Zihan +11 · 32 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Teaching and Learning Programming
- Towards Understanding the Effect of Leak in Spiking Neural Networks
2020/06/15 by Chowdhury, Sayeed Shafayet, Lee, Chankyu, Roy, Kaushik · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
- Fusion-FlowNet: Energy-Efficient Optical Flow Estimation using Sensor Fusion and Deep Fused Spiking-Analog Network Architectures
2021/03/19 by Chankyu Lee, Adarsh Kumar Kosta, Lee, Chankyu +3 · 1 citation
Computer Science · Engineering · #Advanced Memory and Neural Computing #CCD and CMOS Imaging Sensors #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Neural Networks and Reservoir Computing #Neural and Evolutionary Computing (cs.NE)
- Nemotron-Cascade: Scaling Cascaded Reinforcement Learning for General-Purpose Reasoning Models
2025/12/15 by Wang, Boxin, Lee, Chankyu, Lee, Nayeon +9 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)