publications

2026

  1. stride.png
    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
  2. 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
  3. 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
    Project Webpage arXiv X/Twitter
    media coverage:NVIDIA BlogNVIDIA Robotics
  4. papermentor.png
  5. 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
  6. VoMP: Predicting Volumetric Mechanical Property Fields
    Rishit Dagli, Donglai Xiang, Vismay Modi, Charles Loop, Clement Fuji Tsang, Anka He Chen, Anita Hu, Gavriel State, David I. W. Levin, Maria Shugrina
    ICLR 2026
    Project Webpage Abs arXiv X/Twitter
    media coverage:NVIDIA AINVIDIA keynote
  7. qivd.png
    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
    media coverage:Thinking Machines Lab

2025

  1. squeeze3d.png
    Squeeze3D: Your 3D Generation Model is Secretly an Extreme Neural Compressor
    Rishit Dagli, Yushi Guan, Sankeerth Durvasula, Mohammadreza Mofayezi, Nandita Vijaykumar
    arXiv 2025
    Project Webpage arXiv
  2. 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. nerfus.png
    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. finch.png
    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, Eesa Aamer, Aidan Armstrong, Naveen Black, Ben Borstein, Kevin Caldwell, Orrin Dahanaggamaarachchi, Joe Dai, Abeer Fatima, Stephanie Lu, Maxime Michet, Anoushka Paul, Carrie Ann Po, Shivesh Prakash, Noa Prosser, Riddhiman Roy, Mirai Shinjo, Iliya Shofman, Coby Silayan, Reid Sox-Harris, Shuhan Zheng, Khang Nguyen
    Small Satellite Conference 2024 (Oral)
    Abs arXiv

micropapers / project reports
  1. airletters.png
    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.jpg
    DiffuseRAW: End-to-End Generative RAW Image Processing for Low-Light Images
    Rishit Dagli
    arXiv 2023
    arXiv
  3. astroformer.png
    Astroformer: More Data Might Not be All You Need for Classification
    Rishit Dagli
    ICLR Tiny Papers 2023
    Abs arXiv
  4. cppe5.png
    CPPE-5: Medical Personal Protective Equipment Dataset
    Rishit Dagli, Ali Mustufa Shaikh
    Springer Nature Computer Science 2021
    Project Webpage Abs arXiv