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Kamran Chitsaz
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 5
Top Topics
Convolutional Neural Network
Complexity Reduction
Top Venues
CoRR
ICPR Workshops (4)
IEEE BigData
Trans. Mach. Learn. Res.
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Publications
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Kamran Chitsaz
,
Quentin Fournier
,
Gonçalo Mordido
,
Sarath Chandar
Exploring Quantization for Efficient Pre-Training of Transformer Language Models.
CoRR
(2024)
Kamran Chitsaz
,
Gonçalo Mordido
,
Jean-Pierre David
,
François Leduc-Primeau
Training DNNs Resilient to Adversarial and Random Bit-Flips by Learning Quantization Ranges.
Trans. Mach. Learn. Res.
2023 (2023)
Milad Aghajohari
,
Mohammad Sadegh Akhondzadeh
,
Saleh Ashkboos
,
Kamran Chitsaz
Degree-based Feature Is All You Need: Science4Cast Report.
IEEE BigData
(2021)
Kamran Chitsaz
,
Mohsen Hajabdollahi
,
Pejman Khadivi
,
Shadrokh Samavi
,
Nader Karimi
,
Shahram Shirani
Use of Frequency Domain for Complexity Reduction of Convolutional Neural Networks.
ICPR Workshops (4)
(2020)
Kamran Chitsaz
,
Mohsen Hajabdollahi
,
Nader Karimi
,
Shadrokh Samavi
,
Shahram Shirani
Acceleration of Convolutional Neural Network Using FFT-Based Split Convolutions.
CoRR
(2020)