Rishit Dagli

CS, Math Undergrad at UofT

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I am mainly interested in learning algorithms, computer vision (visual generation, vision-language models, and neural rendering), learning theory, and math. I have also represented my country in international contests. Feel free to talk with me about anything CS, Math, Robotics, or Physics.

I am currently on a break from my undergrad and I am working at NVIDIA on AI research. I have had the pleasure of working with many awesome people at the University of Toronto. After I switched boats to research I have worked in industry at Qualcomm AI Research with Roland Memisevic and Guillaume Berger and at Civo with Josh Mesout.

In a past life, I used to work on software engineering and robotics. I used to contribute extensively to/ maintain some popular open-source projects.

news

Oct 3, 2024 We released a new large-scale dataset for video understanding. Arxiv. Dataset. (code release soon, in the hands of corporate overlords)
Feb 13, 2024 Received the T-CAIREM award for students at UofT.
Jun 18, 2023 We released the first vision (images and video)-spatial audio model as a step towards complete generation. Arxiv. Code and Web Demo.

selected publications

  1. airletters.png
    custom_emoji AirLetters custom_emoji : An Open Videcustom_emoji Dataset of Characters Drawn in the Air
    Rishit DagliGuillaume BergerJoanna Materzynska, and 2 more authors
    ECCV Workshop 2024
  2. nerfus.png
    NeRF-US custom_emoji : Removing Ultrasound Imaging Artifacts from Neural Radiance Fields in the Wild
    Rishit DagliAtsuhiro HibiRahul G. Krishnan, and 1 more author
    PMLR 2024
  3. s2s.png
    SEE-2-SOUND custom_emoji : Zero-Shot Spatial Environment-to-Spatial Sound
    Rishit DagliShivesh PrakashRobert Wu, and 1 more author
    ICML Workshop 2024
  4. finch.png
    Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft
    Ian VyseRishit DagliDav Vrat Chadha, and 26 more authors
    SSC 2024 (Oral)
  5. truck_mnerf.png
    PyTorch Made Efficient for the Edge: WASI-NN
    Rishit Dagli, and Shivay Lamba
    PyTorch Conference 2023