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Singhal, Soumye

  1. Llama-Nemotron: Efficient Reasoning Models
    2025/05/02 by Akhiad Bercovich, Bercovich, Akhiad, Itay Levy +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
  2. Nemotron-H: A Family of Accurate and Efficient Hybrid Mamba-Transformer Models
    2025/04/04 by NVIDIA, :, Blakeman, Aaron +198 · 26 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
    2025/08/20 by NVIDIA, :, Aarti Basant +305 · 24 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
  4. Adversarial Training of Reward Models
    2025/04/08 by Alexander Bukharin, Bukharin, Alexander, Haifeng Qian +15 · 4 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Topic Modeling #Hate Speech and Cyberbullying Detection
  5. Jointly Trained Image and Video Generation using Residual Vectors
    2019/12/17 by Dandi, Yatin, Das, Aniket, Singhal, Soumye +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  6. Countering Language Drift with Seeded Iterated Learning
    2020/03/28 by Yuchen Lu, Soumye Singhal, Lu, Yuchen +7 · 1 citation
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  7. Supervised Seeded Iterated Learning for Interactive Language Learning
    2020/10/06 by Yuchen Lu, Lu, Yuchen, Soumye Singhal +7 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling
  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. Multi-label Iterated Learning for Image Classification with Label Ambiguity
    2021/11/23 by Sai Rajeswar, Pau Rodríguez, Rajeswar, Sai +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  10. 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
  11. Reward-aware Preference Optimization: A Unified Mathematical Framework for Model Alignment
    2025/01/31 by Shengyang Sun, Yian Zhang, Sun, Shengyang +27 · 1 voice · 2 citations
    Computer Science · #Advanced Database Systems and Queries #Computation and Language (cs.CL) #Data Management and Algorithms #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies #cs.CL #cs.LG