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Prannoy Pilligundla
Publication Activity (10 Years)
Years Active: 2018-2020
Publications (10 Years): 9
Top Topics
Function Approximators
Neural Network
Fermentation Process
Blind Image Deconvolution
Top Venues
CoRR
IEEE Micro
ICML
ICLR
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Publications
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Byung Hoon Ahn
,
Prannoy Pilligundla
,
Amir Yazdanbakhsh
,
Hadi Esmaeilzadeh
Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation.
CoRR
(2020)
Ahmed Taha Elthakeb
,
Prannoy Pilligundla
,
Fatemeh Mireshghallah
,
Alexander Cloninger
,
Hadi Esmaeilzadeh
Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks.
ICML
(2020)
Ahmed T. Elthakeb
,
Prannoy Pilligundla
,
Fatemehsadat Mireshghallah
,
Amir Yazdanbakhsh
,
Hadi Esmaeilzadeh
ReLeQ : A Reinforcement Learning Approach for Automatic Deep Quantization of Neural Networks.
IEEE Micro
40 (5) (2020)
Byung Hoon Ahn
,
Prannoy Pilligundla
,
Amir Yazdanbakhsh
,
Hadi Esmaeilzadeh
Chameleon: Adaptive Code Optimization for Expedited Deep Neural Network Compilation.
ICLR
(2020)
Ahmed T. Elthakeb
,
Prannoy Pilligundla
,
Fatemehsadat Mireshghallah
,
Tarek Elgindi
,
Charles-Alban Deledalle
,
Hadi Esmaeilzadeh
Gradient-Based Deep Quantization of Neural Networks through Sinusoidal Adaptive Regularization.
CoRR
(2020)
Byung Hoon Ahn
,
Prannoy Pilligundla
,
Hadi Esmaeilzadeh
Reinforcement Learning and Adaptive Sampling for Optimized DNN Compilation.
CoRR
(2019)
Ahmed T. Elthakeb
,
Prannoy Pilligundla
,
Hadi Esmaeilzadeh
SinReQ: Generalized Sinusoidal Regularization for Automatic Low-Bitwidth Deep Quantized Training.
CoRR
(2019)
Ahmed T. Elthakeb
,
Prannoy Pilligundla
,
Hadi Esmaeilzadeh
Divide and Conquer: Leveraging Intermediate Feature Representations for Quantized Training of Neural Networks.
CoRR
(2019)
Ahmed T. Elthakeb
,
Prannoy Pilligundla
,
Amir Yazdanbakhsh
,
Sean Kinzer
,
Hadi Esmaeilzadeh
ReLeQ: A Reinforcement Learning Approach for Deep Quantization of Neural Networks.
CoRR
(2018)