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Network Pruning

Papers archive 2025-07-28

archive papers tagged: 534 · with a code link: 239 · where Syntology ran a sample: 83 (65 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (83 of 534 tagged: 65 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)

Page 6 of 6: papers 501 to 534 of 534, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A Targeted Acceleration and Compression Framework for Low bit Neural Networks
  9 Jul 2019 0 repositories listed
• Data-Independent Neural Pruning via Coresets
  9 Jul 2019 0 repositories listed
• Joint Regularization on Activations and Weights for Efficient Neural Network Pruning
  19 Jun 2019 0 repositories listed
• Structured Pruning of Recurrent Neural Networks through Neuron Selection
  17 Jun 2019 0 repositories listed
• Towards Compact and Robust Deep Neural Networks
  14 Jun 2019 0 repositories listed
• The Generalization-Stability Tradeoff In Neural Network Pruning
  9 Jun 2019 0 repositories listed
• Variational Convolutional Neural Network Pruning
  1 Jun 2019 0 repositories listed
• Pruning-Aware Merging for Efficient Multitask Inference
  23 May 2019 0 repositories listed
• Network Pruning for Low-Rank Binary Indexing
  14 May 2019 0 repositories listed
• Analysing Neural Network Topologies: a Game Theoretic Approach
  17 Apr 2019 0 repositories listed
• C2S2: Cost-aware Channel Sparse Selection for Progressive Network Pruning
  6 Apr 2019 0 repositories listed
• Single-shot Channel Pruning Based on Alternating Direction Method of Multipliers
  18 Feb 2019 0 repositories listed
• A Main/Subsidiary Network Framework for Simplifying Binary Neural Network
  11 Dec 2018 0 repositories listed
• Channel-wise pruning of neural networks with tapering resource constraint
  4 Dec 2018 0 repositories listed
• Three Dimensional Convolutional Neural Network Pruning with Regularization-Based Method
  19 Nov 2018 0 repositories listed
• Convolutional Neural Network Pruning to Accelerate Membrane Segmentation in Electron Microscopy
  23 Oct 2018 0 repositories listed
• Dynamic parameter reallocation improves trainability of deep convolutional networks
  20 Oct 2018 0 repositories listed
• Crossbar-aware neural network pruning
  25 Jul 2018 0 repositories listed
• CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization
  1 Jun 2018 0 repositories listed
• Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning
  1 Mar 2018 0 repositories listed
• Learning Compact Neural Networks with Regularization
  5 Feb 2018 0 repositories listed
• Recent Advances in Efficient Computation of Deep Convolutional Neural Networks
  3 Feb 2018 0 repositories listed
• A relativistic extension of Hopfield neural networks via the mechanical analogy
  5 Jan 2018 0 repositories listed
• Structured Deep Neural Network Pruning via Matrix Pivoting
  1 Dec 2017 0 repositories listed
• NISP: Pruning Networks using Neuron Importance Score Propagation
  16 Nov 2017 0 repositories listed
• NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm
  6 Nov 2017 0 repositories listed
• TraNNsformer: Neural network transformation for memristive crossbar based neuromorphic system design
  26 Aug 2017 0 repositories listed
• Fine-Pruning: Joint Fine-Tuning and Compression of a Convolutional Network with Bayesian Optimization
  28 Jul 2017 0 repositories listed
• SCNN: An Accelerator for Compressed-sparse Convolutional Neural Networks
  23 May 2017 0 repositories listed
• Towards thinner convolutional neural networks through Gradually Global Pruning
  29 Mar 2017 0 repositories listed
• The Incredible Shrinking Neural Network: New Perspectives on Learning Representations Through The Lens of Pruning
  16 Jan 2017 0 repositories listed
• Compact Deep Convolutional Neural Networks With Coarse Pruning
  30 Oct 2016 0 repositories listed
• Reducing the Model Order of Deep Neural Networks Using Information Theory
  16 May 2016 0 repositories listed
• On-the-fly Network Pruning for Object Detection
  11 May 2016 0 repositories listed