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RangeAugment: Efficient Online Augmentation with Range Learning


Dec 20, 2022
Sachin Mehta, Saeid Naderiparizi, Fartash Faghri, Maxwell Horton, Lailin Chen, Ali Farhadi, Oncel Tuzel, Mohammad Rastegari

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* Technical report (22 pages including references and appendix) 

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SPIN: An Empirical Evaluation on Sharing Parameters of Isotropic Networks


Jul 21, 2022
Chien-Yu Lin, Anish Prabhu, Thomas Merth, Sachin Mehta, Anurag Ranjan, Maxwell Horton, Mohammad Rastegari

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* Accepted at ECCV 2022 

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Separable Self-attention for Mobile Vision Transformers


Jun 06, 2022
Sachin Mehta, Mohammad Rastegari

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* Technical report 

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CVNets: High Performance Library for Computer Vision


Jun 04, 2022
Sachin Mehta, Farzad Abdolhosseini, Mohammad Rastegari

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* Technical report 

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Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text


Dec 01, 2021
Christopher Clark, Jordi Salvador, Dustin Schwenk, Derrick Bonafilia, Mark Yatskar, Eric Kolve, Alvaro Herrasti, Jonghyun Choi, Sachin Mehta, Sam Skjonsberg, Carissa Schoenick, Aaron Sarnat, Hannaneh Hajishirzi, Aniruddha Kembhavi, Oren Etzioni, Ali Farhadi

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* In EMNLP 2021 

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MobileViT: Light-weight, General-purpose, and Mobile-friendly Vision Transformer


Oct 05, 2021
Sachin Mehta, Mohammad Rastegari

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* Technical report 

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Rethinking Semantic Segmentation Evaluation for Explainability and Model Selection


Jan 21, 2021
Yuxiang Zhang, Sachin Mehta, Anat Caspi

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Classifying Breast Histopathology Images with a Ductal Instance-Oriented Pipeline


Dec 11, 2020
Beibin Li, Ezgi Mercan, Sachin Mehta, Stevan Knezevich, Corey W. Arnold, Donald L. Weaver, Joann G. Elmore, Linda G. Shapiro

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* ICPR 2020. Submitted July 15th, 2020 

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EVRNet: Efficient Video Restoration on Edge Devices


Dec 03, 2020
Sachin Mehta, Amit Kumar, Fitsum Reda, Varun Nasery, Vikram Mulukutla, Rakesh Ranjan, Vikas Chandra

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* Technical report 

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MedICaT: A Dataset of Medical Images, Captions, and Textual References


Oct 12, 2020
Sanjay Subramanian, Lucy Lu Wang, Sachin Mehta, Ben Bogin, Madeleine van Zuylen, Sravanthi Parasa, Sameer Singh, Matt Gardner, Hannaneh Hajishirzi

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* EMNLP-Findings 2020 

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