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The Incredible Shrinking Neural Network: New Perspectives on Learning
  Representations Through The Lens of Pruning
v1v2 (latest)

The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning

16 January 2017
Aditya Sharma
Nikolas Wolfe
Bhiksha Raj
ArXiv (abs)PDFHTML

Papers citing "The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning"

8 / 8 papers shown
Predicting Oxide Glass Properties with Low Complexity Neural Network and
  Physical and Chemical Descriptors
Predicting Oxide Glass Properties with Low Complexity Neural Network and Physical and Chemical DescriptorsSocial Science Research Network (SSRN), 2022
S. Bishnoi
Skyler Badge
J. Jayadeva
N. M. A. Krishnan
87
12
0
19 Oct 2022
Smaller Models, Better Generalization
Smaller Models, Better Generalization
Mayank Sharma
Suraj Tripathi
Abhimanyu Dubey
Jayadeva Jayadeva
Sai Guruju
Nihal Goalla
111
1
0
29 Aug 2019
Lifelong Learning Starting From Zero
Lifelong Learning Starting From ZeroArtificial General Intelligence (AGI), 2019
Claes Strannegård
Herman Carlström
Niklas Engsner
Fredrik Mäkeläinen
Filip Slottner Seholm
M. Chehreghani
AI4CEKELMCLL
99
3
0
24 Jun 2019
Approximated Oracle Filter Pruning for Destructive CNN Width
  Optimization
Approximated Oracle Filter Pruning for Destructive CNN Width OptimizationInternational Conference on Machine Learning (ICML), 2019
Xiaohan Ding
Guiguang Ding
Yuchen Guo
Jiawei Han
C. Yan
AAML
207
136
0
12 May 2019
Channel-wise pruning of neural networks with tapering resource
  constraint
Channel-wise pruning of neural networks with tapering resource constraint
A. Kruglov
146
1
0
04 Dec 2018
Leveraging Filter Correlations for Deep Model Compression
Leveraging Filter Correlations for Deep Model Compression
Pravendra Singh
Vinay Kumar Verma
Piyush Rai
Vinay P. Namboodiri
276
77
0
26 Nov 2018
FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees
FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees
Konstantinos Pitas
Mike Davies
P. Vandergheynst
132
2
0
12 Mar 2018
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain
  Surgeon
Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon
Xin Luna Dong
Shangyu Chen
Sinno Jialin Pan
665
566
0
22 May 2017
1
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