publications

2026

  1. A Very Fast Symplectic Integrator for Planetary Systems

    Rishit Dagli, Hanno Rein
    AJ (The Astronomical Journal) 2026 (kinda like NeurICMLR but for astro)
    Project Webpage arXiv

  2. Squeeze3D: Extreme Neural Compression with Latent Space Bridging

    Rishit Dagli, Yushi Guan, Sankeerth Durvasula, Mohammadreza Mofayezi, Nandita Vijaykumar
    TMLR 2026
    Project Webpage Abs arXiv
  3. Training Data Attribution via Sparse Recovery from Subset Perturbations

    Training Data Attribution via Sparse Recovery from Subset Perturbations

    Rishit Dagli*, Abir Harrasse*, Luke Zhang, Florent Draye, Amirali Abdullah, Bernhard Schölkopf, Zhijing Jin
    arXiv 2026 (* joint first authors)
    Project Webpage arXiv X/Twitter

  4. Adaptive Volumetric Mechanical Property Fields Invariant to Resolution

    Rishit Dagli, Donglai Xiang, Vismay Modi, Xuning Yang, Gavriel State, David I.W. Levin, Maria Shugrina
    ICML 2026
    Project Webpage Abs arXiv X/Twitter

  5. RoboLab: A High-Fidelity Simulation Benchmark for Analysis of Task Generalist Policies

    Xuning Yang, Rishit Dagli, Alex Zook, Hugo Hadfield, Ankit Goyal, Stan Birchfield, Fabio Ramos, Jonathan Tremblay
    RSS 2026 (Oral)
    Project Webpage Abs arXiv X/Twitter
    press:NVIDIA BlogNVIDIA RoboticsNVIDIA Technical Blog

  6. FreeForm: Reduced-Order Deformable Simulation from Particle-Based Skinning Eigenmodes

    Donglai Xiang*, Vismay Modi*, Rishit Dagli, Ty Trusty, Gilles Daviet, Anka He Chen, Nicholas Sharp, David I.W. Levin
    CVPR 2026 (* joint first authors)
    Project Webpage Abs arXiv X/Twitter
    press:SIGGRAPH Hands-On Lab
  8. Can Vision-Language Models Answer Face to Face Questions in the Real-World?

    Can Vision-Language Models Answer Face to Face Questions in the Real-World?

    Reza Pourreza*, Rishit Dagli*, Apratim Bhattacharyya, Sunny Panchal, Guillaume Berger, Roland Memisevic
    ICLR 2026 (* joint first authors)
    Project Webpage Abs arXiv CVPR Challenge X/Twitter
    press:Thinking Machines Lab
  9. PaperMentor: A Human-Centered Multi-Agent Writing Tutor for AI Research Papers in Overleaf
  10. Last Translation Benchmark

    Last Translation Benchmark

    Vilém Zouhar, Niyati Bafna, Mukund Choudhary, Maike Züfle,  Others
    arXiv 2026
    Project Webpage arXiv

2025

  1. SEE-2-SOUND: Zero-Shot Spatial Environment-to-Spatial Sound

    Rishit Dagli, Shivesh Prakash, Robert Wu, Houman Khosravani
    SIGGRAPH Posters 2025
    Project Webpage Abs arXiv X/Twitter

2024

  1. NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild

    NeRF-US: Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild

    Rishit Dagli, Atsuhiro Hibi, Rahul G. Krishnan, Pascal N. Tyrrell
    MLHC 2024
    Project Webpage Abs arXiv X/Twitter
  2. Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft

    Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft

    Ian Vyse, Rishit Dagli, Dav Vrat Chadha, John P. Ma, Hector Chen, Isha Ruparelia, Prithvi Seran, Matthew Xie, and
    Small Satellite Conference 2024 (Oral)
    Abs arXiv

micropapers / project reports
  1. AirLetters: An Open Video Dataset of Characters Drawn in the Air

    AirLetters: An Open Video Dataset of Characters Drawn in the Air

    Rishit Dagli, Guillaume Berger, Joanna Materzynska, Ingo Bax, Roland Memisevic
    ECCV HANDS Workshop 2024
    Project Webpage Abs arXiv X/Twitter
  2. DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images

    DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images

    Rishit Dagli
    arXiv 2023
    arXiv
  3. Astroformer: More Data Might Not be All You Need for Classification

    Astroformer: More Data Might Not be All You Need for Classification

    Rishit Dagli
    ICLR Tiny Papers 2023
    Abs arXiv
  4. CPPE-5: Medical Personal Protective Equipment Dataset

    CPPE-5: Medical Personal Protective Equipment Dataset

    Rishit Dagli, Ali Mustufa Shaikh
    Springer Nature Computer Science 2021
    Project Webpage Abs arXiv