Mohit Goyal

I am a currently a research assitant at ECE @ UIUC advised by Prof. Saurabh Gupta.

During my MS at UIUC, I had the wonderful opportuniy to collaborate with Prof. Idoia Ochoa, Prof. Ilan Shomorony, and Prof. Mikel Hernaez.

Earlier, I graduated from IIT Delhi with a bachelor's in Electrical Engineering.

Email  /  CV  /  Google Scholar  /  Github  /  LinkedIn

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Research Interests

I am broadly interested in computer vision, data compression and novel applications of deep learning. Currently, I am working on ego-centric vision where I am designing methods for developing interactive understanding about objects, scenes that can allow agents to act in the real world.

Publications
Human Hands as Probes for Interactive Object Understanding.
Mohit Goyal, Sahil Modi, Rishabh Goyal, Saurabh Gupta
Computer Vision and Pattern Recognition (CVPR), 2022
abstract / bibtex / arxiv link / webpage

JIND: Joint Integration and Discrimination for Automated Single-Cell Annotation
Mohit Goyal, Guillermo Serrano, Josepmaria Argemi, Ilan Shomorony, Mikel Hernaez, Idoia Ochoa
Appearing at Bioinformatics
MLCB (Machine Learning in Computational Biology), 2020 (Oral)
abstract / bioRxiv link / Video / Code

DZip: improved general-purpose lossless compression based on novel neural network modeling
Mohit Goyal, Kedar Tatwawadi, Shubham Chandak, Idoia Ochoa
DCC (Data Compression Conference), 2021 (Oral); DCC (Data Compression Conference), 2020 (Poster)
abstract / bibtex / arxiv link / Video / Code

DeepZip: Lossless Data Compression using Recurrent Neural Networks
Mohit Goyal, Kedar Tatwawadi, Shubham Chandak, Idoia Ochoa
DCC (Data Compression Conference), 2019
abstract / bibtex / arxiv link / Code



Adapted from Jon Barron's, Saurabh Gupta's, and Unnat Jain's page.