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Mohammad Rastegari
Mohammad Rastegari
Distinguished AI Scientist at Meta Inc.
Email confirmado em cs.washington.edu - Página inicial
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Xnor-net: Imagenet classification using binary convolutional neural networks
M Rastegari, V Ordonez, J Redmon, A Farhadi
European conference on computer vision, 525-542, 2016
58272016
Mobilevit: light-weight, general-purpose, and mobile-friendly vision transformer
S Mehta, M Rastegari
arXiv preprint arXiv:2110.02178, 2021
14942021
The llama 3 herd of models
A Dubey, A Jauhri, A Pandey, A Kadian, A Al-Dahle, A Letman, A Mathur, ...
arXiv preprint arXiv:2407.21783, 2024
13172024
Espnet: Efficient spatial pyramid of dilated convolutions for semantic segmentation
S Mehta, M Rastegari, A Caspi, L Shapiro, H Hajishirzi
Proceedings of the european conference on computer vision (ECCV), 552-568, 2018
10462018
Ok-vqa: A visual question answering benchmark requiring external knowledge
K Marino, M Rastegari, A Farhadi, R Mottaghi
Proceedings of the IEEE/cvf conference on computer vision and pattern …, 2019
9562019
Espnetv2: A light-weight, power efficient, and general purpose convolutional neural network
S Mehta, M Rastegari, L Shapiro, H Hajishirzi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
5692019
Iqa: Visual question answering in interactive environments
D Gordon, A Kembhavi, M Rastegari, J Redmon, D Fox, A Farhadi
Proceedings of the IEEE conference on computer vision and pattern …, 2018
4562018
What's hidden in a randomly weighted neural network?
V Ramanujan, M Wortsman, A Kembhavi, A Farhadi, M Rastegari
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2020
3792020
Supermasks in superposition
M Wortsman, V Ramanujan, R Liu, A Kembhavi, M Rastegari, J Yosinski, ...
Advances in Neural Information Processing Systems 33, 15173-15184, 2020
3082020
Separable self-attention for mobile vision transformers
S Mehta, M Rastegari
arXiv preprint arXiv:2206.02680, 2022
2812022
G-cnn: an iterative grid based object detector
M Najibi, M Rastegari, LS Davis
Proceedings of the IEEE conference on computer vision and pattern …, 2016
2632016
Learning to learn how to learn: Self-adaptive visual navigation using meta-learning
M Wortsman, K Ehsani, M Rastegari, A Farhadi, R Mottaghi
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019
2502019
Label refinery: Improving imagenet classification through label progression
H Bagherinezhad, M Horton, M Rastegari, A Farhadi
arXiv preprint arXiv:1805.02641, 2018
2402018
Attribute discovery via predictable discriminative binary codes
M Rastegari, A Farhadi, D Forsyth
Computer Vision–ECCV 2012: 12th European Conference on Computer Vision …, 2012
2282012
Newtonian scene understanding: Unfolding the dynamics of objects in static images
R Mottaghi, H Bagherinezhad, M Rastegari, A Farhadi
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1802016
Lcnn: Lookup-based convolutional neural network
H Bagherinezhad, M Rastegari, A Farhadi
Proceedings of the IEEE conference on computer vision and pattern …, 2017
1472017
Predictable Dual-View Hashing
M Rastegari, J Choi, S Fakhraei, H Daumé III, LS Davis
International Conference on Machine Learning (ICML 2013), 2013
1412013
Mobilevit: Light-weight, general-purpose, and mobile-friendly vision transformer. arXiv 2021
S Mehta, M Rastegari
arXiv preprint arXiv:2110.02178, 0
137
“What happens if...” learning to predict the effect of forces in images
R Mottaghi, M Rastegari, A Gupta, A Farhadi
Computer Vision–ECCV 2016: 14th European Conference, Amsterdam, The …, 2016
1252016
Discovering neural wirings
M Wortsman, A Farhadi, M Rastegari
Advances in Neural Information Processing Systems 32, 2019
1202019
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Artigos 1–20