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J. Swaroop Guntupalli

  1. Diffusion Model Predictive Control
    2024/10/07 by Guangyao Zhou, Zhou, Guangyao, Sivaramakrishnan Swaminathan +16 · 1 voice · 12 citations
    Engineering · #Advanced Control Systems Optimization
  2. Distributional Diffusion Models with Scoring Rules
    2025/02/04 by Valentin De Bortoli, Alexandre Galashov, De Bortoli, Valentin +12 · 3 voices · 6 citations
    Social Sciences · #Insurance, Mortality, Demography, Risk Management #cs.LG #stat.ML
  3. Improving Transformer World Models for Data-Efficient RL
    2025/02/03 by Antoine Dedieu, Dedieu, Antoine, Joseph Ortiz +13 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Time Series Analysis and Forecasting
  4. Graph schemas as abstractions for transfer learning, inference, and planning
    2023/02/14 by J. Swaroop Guntupalli, Guntupalli, J. Swaroop, Rajkumar Vasudeva Raju +15 · 1 voice · 1 citation
    #cs.AI #cs.LG #q-bio.NC