Sumit Sarin
I currently work at Google Search on AI Mode and AI Overviews.
I completed my MS in Computer Science at Columbia University in New York,
working on computer vision and machine learning problems as a Research Assistant (RA) with Prof.
Carl Vondrick.
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Research
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[ECCV 2024] FacET: How Video Meetings Change Your Expression
Sumit Sarin, Utkarsh Mall, Purva Tendulkar, Carl Vondrick
European Conference on Computer Vision (ECCV), 2024.
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We present FacET, a general-purpose framework to discover interpretable, spatio-temporal trends between
two domains, that works even in the presence of dominant biases.
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CNN-based Multimodal Touchless Biometric Recognition System using Gait and Speech
Sumit Sarin, Antriksh Mittal, Anirudh Chugh, Smriti Srivastava
Journal of Intelligent & Fuzzy Systems, 2022.
We propose a novel touchless multimodal person identification model using deep learning
techniques by combining the gait and speech modalities.
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Multi-modal Automated Speech Scoring using Attention Fusion
Manraj Singh Grover, Yaman Kumar, Sumit Sarin, Payman Vafaee, Mika Hama, Rajiv Ratn Shah
Arxiv.
In this study, we propose a novel multi-modal end-to-end neural approach for automated assessment
of non-native English speakers' spontaneous speech using attention fusion.
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Academic Service and Teaching
- Conference Reviewer: ICLR 2025
- Teaching Assistant: Analysis of Algorithms I (Spring 2023, Columbia University)
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Random
- In my free time, I enjoy hitting the gym and taking hip-hop/bollywood dance classes.
- Recently, I have been listening to post-hardcore bands
like Dayseeker,
Asking Alexandria, and
Elijah. I appreciate more recommendations!
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