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Waleffe, Roger

  1. An Empirical Study of Mamba-based Language Models
    2024/06/12 by Roger Waleffe, Waleffe, Roger, Wonmin Byeon +30 · 1 voice · 45 citations
    Arts and Humanities · #Language, Linguistics, Cultural Analysis #cs.CL #cs.LG
  2. Llama-Nemotron: Efficient Reasoning Models
    2025/05/02 by Akhiad Bercovich, Itay Levy, Bercovich, Akhiad +224 · 1 voice · 29 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  3. Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
    2025/04/04 by NVIDIA, :, Blakeman, Aaron +198 · 25 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Chameleon: a Heterogeneous and Disaggregated Accelerator System for Retrieval-Augmented Language Models
    2023/10/15 by Jiang, Wenqi, Zeller, Marco, Waleffe, Roger +2 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
  5. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
    2025/08/20 by NVIDIA, Aarti Basant, : +305 · 23 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  6. Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
    2023/05/28 by Patrik Okanovic, Roger Waleffe, Okanovic, Patrik +12 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Domain Adaptation and Few-Shot Learning
  7. Pretraining Large Language Models with NVFP4
    2025/09/29 by NVIDIA, Abecassis, Felix, Agrusa, Anjulie +86 · 11 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. NVIDIA Nemotron 3: Efficient and Open Intelligence
    2025/12/24 by NVIDIA, :, Blakeman, Aaron +356 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
    2025/12/23 by NVIDIA, Aaron Blakeman, : +623 · 1 voice · 2 citations
    #cs.CL #cs.AI #cs.LG
  10. GraphSnapShot: Caching Local Structure for Fast Graph Learning
    2024/06/25 by Liu, Dong, Waleffe, Roger, Jiang, Meng +1 · 2 citations
    #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Social and Information Networks (cs.SI) #and Cluster Computing (cs.DC)