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Mohammad Rastegari
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Reinforce Data, Multiply Impact: Improved Model Accuracy and Robustness with Dataset Reinforcement


Mar 15, 2023
Fartash Faghri, Hadi Pouransari, Sachin Mehta, Mehrdad Farajtabar, Ali Farhadi, Mohammad Rastegari, Oncel Tuzel

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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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Token Pooling in Vision Transformers


Oct 11, 2021
Dmitrii Marin, Jen-Hao Rick Chang, Anurag Ranjan, Anish Prabhu, Mohammad Rastegari, Oncel Tuzel

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LCS: Learning Compressible Subspaces for Adaptive Network Compression at Inference Time


Oct 08, 2021
Elvis Nunez, Maxwell Horton, Anish Prabhu, Anurag Ranjan, Ali Farhadi, Mohammad Rastegari

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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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DKM: Differentiable K-Means Clustering Layer for Neural Network Compression


Aug 28, 2021
Minsik Cho, Keivan A. Vahid, Saurabh Adya, Mohammad Rastegari

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Learning Neural Network Subspaces


Feb 20, 2021
Mitchell Wortsman, Maxwell Horton, Carlos Guestrin, Ali Farhadi, Mohammad Rastegari

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