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1

Training Integer-Only Deep Recurrent Neural Networks:

Nia, Vahid Partovi ; Sari, Eyyüb ; Courville, Vanessa.
SN Computer Science. 4 (2023) 5 - p. , 2023

Link: https://doi.org/10.1007/..

2

Adaptive Binary-Ternary Quantization:

, In: 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW),

Razani, Ryan ; Morin, Gregoire ; Sari, Eyyub. - p. 4608-4613 , 2021

Link: https://doi.org/10.1109/..

3

Differentiable Mask for Pruning Convolutional and Recurrent..:

, In: 2020 17th Conference on Computer and Robot Vision (CRV),

Ramakrishnan, Ramchalam Kinattinkara ; Sari, Eyyub ; Nia, Vahid Partovi - p. 222-229 , 2020

Link: https://doi.org/10.1109/..

4

Foothill: A Quasiconvex Regularization for Edge Computing o..:

, In: Lecture Notes in Computer Science; Image Analysis and Recognition,

Belbahri, Mouloud ; Sari, Eyyüb ; Darabi, Sajad. - p. 3-14 , 2019

Link: https://doi.org/10.1007/..

5

Efficient Training Under Limited Resources:

Zolnouri, Mahdi ; Lakhmiri, Dounia ; Tribes, Christophe..
http://arxiv.org/abs/2301.09264. , 2023

Link: http://arxiv.org/abs/230..

6

Training Integer-Only Deep Recurrent Neural Networks:

Nia, Vahid Partovi ; Sari, Eyyüb ; Courville, Vanessa.
http://arxiv.org/abs/2212.11791. , 2022

Link: http://arxiv.org/abs/221..

7

Demystifying and Generalizing BinaryConnect:

Dockhorn, Tim ; Yu, Yaoliang ; Sari, Eyyüb..
http://arxiv.org/abs/2110.13220. , 2021

Link: http://arxiv.org/abs/211..

8

iRNN: Integer-only Recurrent Neural Network:

Sari, Eyyüb ; Courville, Vanessa ; Nia, Vahid Partovi
http://arxiv.org/abs/2109.09828. , 2021

Link: http://arxiv.org/abs/210..

9

Understanding BatchNorm in Ternary Training:

Sari, Eyyüb ; Nia, Vahid Partovi
https://openjournals.uwaterloo.ca/index.php/vsl/article/view/1646/2015. , 2020

Link: https://openjournals.uwa..

10

Batch Normalization in Quantized Networks:

Sari, Eyyüb ; Nia, Vahid Partovi
http://arxiv.org/abs/2004.14214. , 2020

Link: http://arxiv.org/abs/200..

11

How Does Batch Normalization Help Binary Training?:

Sari, Eyyüb ; Belbahri, Mouloud ; Nia, Vahid Partovi
http://arxiv.org/abs/1909.09139. , 2019

Link: http://arxiv.org/abs/190..

12

Adaptive Binary-Ternary Quantization:

Razani, Ryan ; Morin, Grégoire ; Nia, Vahid Partovi.
http://arxiv.org/abs/1909.12205. , 2019

Link: http://arxiv.org/abs/190..

13

Differentiable Mask for Pruning Convolutional and Recurrent..:

Ramakrishnan, Ramchalam Kinattinkara ; Sari, Eyyüb ; Nia, Vahid Partovi
http://arxiv.org/abs/1909.04567. , 2019

Link: http://arxiv.org/abs/190..

14

Foothill: A Quasiconvex Regularization for Edge Computing o..:

Belbahri, Mouloud ; Sari, Eyyüb ; Darabi, Sajad.
http://arxiv.org/abs/1901.06414. , 2019

Link: http://arxiv.org/abs/190..

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