publications

2024

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

Rishit Dagli, Atsuhiro Hibi, Rahul G. Krishnan, and 1 more author

PMLR 2024

Project Webpage Abs PDF Code

https://arxiv.org/abs/2408.10258
SEE-2-SOUND : Zero-Shot Spatial Environment-to-Spatial Sound

Rishit Dagli, Shivesh Prakash, Robert Wu, and 1 more author

ICMLW 2024

Project Webpage Abs PDF Blog Code

https://arxiv.org/abs/2406.06612
Beyond the Visible: Jointly Attending to Spectral and Spatial Dimensions with HSI-Diffusion for the FINCH Spacecraft

Ian Vyse, Rishit Dagli, Dav Vrat Chadha, and 26 more authors

SSC 2024 (Oral)

Abs PDF Code

https://arxiv.org/abs/2406.10724
Tuning In : Analysis of Audio Classifier Performance in Clinical Settings with Limited Data

Hamza Mahdi, Eptehal Nashnoush, Rami Saab, and 4 more authors

PMLR 2024

Abs HTML PDF Code

https://arxiv.org/abs/2402.10100

2023

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

Rishit Dagli

arXiv preprint arXiv:2402.18575 2023

Abs PDF

https://arxiv.org/abs/2402.18575
PyTorch Made Efficient for the Edge: WASI-NN

Rishit Dagli, and Shivay Lamba

PyTorch Conference 2023

Abs Poster

https://pytorch2023.sched.com/event/1R3dz/on-deviceedge-poster-presentations
Orchestrating Machine Learning on Edge Devices with PyTorch and WebAssembly (Oral)

Rishit Dagli, and Shivay Lamba

PyTorch Conference 2023 (Oral)

Abs

https://pytorch2023.sched.com/event/1QBVH/lightning-talk-orchestrating-machine-learning-on-edge-devices-with-pytorch-and-webassembly-rishit-dagli-university-of-toronto-vector-institute-and-dgp-lab-civo-shivay-lamba-meilisearch
Astroformer: More Data Might Not be All You Need for Classification

Rishit Dagli

ICLRW 2023

arXiv PDF Code Poster Slides
CPPE-5: Medical Personal Protective Equipment Dataset

Rishit Dagli, and Ali Mustufa Shaikh

SN Computer Science 2023

Project Webpage Abs arXiv PDF Code

https://link.springer.com/article/10.1007/s42979-023-01748-7

2021

Deploying a smart queuing system on edge with Intel OpenVINO toolkit

Rishit Dagli, and Süleyman Eken

SN Soft Computing 2021

Abs PDF Code

https://link.springer.com/article/10.1007/s00500-021-05891-2
Job Descriptions Keyword Extraction using Attention based Deep Learning Models with BERT

Hussain Falih Mahdi, Rishit Dagli, Ali Mustufa, and 1 more author

IEEE HORA 2021

Abs

https://ieeexplore.ieee.org/document/9461296
Fast Transformer

Rishit Dagli

2021

Code
Perceiver

Rishit Dagli

2021

Code
Gradient Centralization

Rishit Dagli, and Shaikh Ali Mustufa

2021

Code