Methods › General › Model Compression › Pruning › Papers where code ran, page 5

Pruning

Papers archive 2025-07-28

archive papers tagged: 3,874 · with a code link: 1,508 · where Syntology ran a sample: 478 (395 with a run with no instrument failure, 83 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (478 of 3,874 tagged: 395 with a run with no instrument failure, 83 where every run was a failure of Syntology's instrument)

Syntology We ran code from the paper's repository; we did not isolate this method inside it.

Page 5 of 5: papers 401 to 478 of the 478 tagged papers where Syntology ran at least one harvested sample (395 with a run with no instrument failure, 83 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “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 instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. 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; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• Progressive Skeletonization: Trimming more fat from a network at initialization
  16 Jun 2020 · 1 repository · arXiv:2006.09081
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 9 unverified (of 14 harvested samples) · 1 pointer-only (licence)
• Directional Pruning of Deep Neural Networks
  16 Jun 2020 · 1 repository · arXiv:2006.09358
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• GNNGuard: Defending Graph Neural Networks against Adversarial Attacks
  15 Jun 2020 · 1 repository · arXiv:2006.08149
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Generalized and Scalable Optimal Sparse Decision Trees
  15 Jun 2020 · 2 repositories · arXiv:2006.08690
  Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 4 pointer-only (licence)
• Pruning neural networks without any data by iteratively conserving synaptic flow
  9 Jun 2020 · 6 repositories · arXiv:2006.05467
  Syntology community repositories only · 12 ran (of which 5 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 17 harvested samples) · 16 pointer-only (licence)
• Solving Hard AI Planning Instances Using Curriculum-Driven Deep Reinforcement Learning
  4 Jun 2020 · 1 repository · arXiv:2006.02689
  Syntology 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Pruning via Iterative Ranking of Sensitivity Statistics
  1 Jun 2020 · 1 repository · arXiv:2006.00896
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Movement Pruning: Adaptive Sparsity by Fine-Tuning
  15 May 2020 · 4 repositories · arXiv:2005.07683
  Syntology official: no sample here; runs from other or unrecorded repositories · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Bayesian Bits: Unifying Quantization and Pruning
  14 May 2020 · 1 repository · arXiv:2005.07093
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• TRP: Trained Rank Pruning for Efficient Deep Neural Networks
  30 Apr 2020 · 1 repository · arXiv:2004.14566
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking
  30 Apr 2020 · 2 repositories · arXiv:2004.14992
  Syntology official (archive's flag): 4 ran · 6 ran (of which 4 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples)
• Relational Graph Attention Network for Aspect-based Sentiment Analysis
  26 Apr 2020 · 1 repository · arXiv:2004.12362
  Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• Convolution-Weight-Distribution Assumption: Rethinking the Criteria of Channel Pruning
  24 Apr 2020 · 0 repositories · arXiv:2004.11627
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• SIPA: A Simple Framework for Efficient Networks
  24 Apr 2020 · 1 repository · arXiv:2004.14476
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
• On the Effect of Dropping Layers of Pre-trained Transformer Models
  8 Apr 2020 · 4 repositories · arXiv:2004.03844
  Syntology official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
  6 Apr 2020 · 1 repository · arXiv:2004.02767
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation
  5 Apr 2020 · 1 repository · arXiv:2004.02164
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• DHP: Differentiable Meta Pruning via HyperNetworks
  30 Mar 2020 · 2 repositories · arXiv:2003.13683
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Understanding the Effects of Data Parallelism and Sparsity on Neural Network Training
  25 Mar 2020 · 0 repositories · arXiv:2003.11316
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample)
• Born-Again Tree Ensembles
  24 Mar 2020 · 1 repository · arXiv:2003.11132
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression
  19 Mar 2020 · 2 repositories · arXiv:2003.08935
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• TF-Coder: Program Synthesis for Tensor Manipulations
  19 Mar 2020 · 2 repositories · arXiv:2003.09040
  Syntology official (archive's flag): 7 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples)
• What is the State of Neural Network Pruning?
  6 Mar 2020 · 1 repository · arXiv:2003.03033
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
• Comparing Rewinding and Fine-tuning in Neural Network Pruning
  5 Mar 2020 · 2 repositories · arXiv:2003.02389
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
  3 Mar 2020 · 1 repository · arXiv:2003.01794
  Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• HYDRA: Pruning Adversarially Robust Neural Networks
  24 Feb 2020 · 4 repositories · arXiv:2002.10509
  Syntology community repositories only · 4 ran (of which 4 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 15 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 19 harvested samples) · 17 pointer-only (licence)
• Knapsack Pruning with Inner Distillation
  19 Feb 2020 · 1 repository · arXiv:2002.08258
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Picking Winning Tickets Before Training by Preserving Gradient Flow
  18 Feb 2020 · 3 repositories · arXiv:2002.07376
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning
  12 Feb 2020 · 1 repository · arXiv:2002.04809
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 6 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Soft Threshold Weight Reparameterization for Learnable Sparsity
  8 Feb 2020 · 1 repository · arXiv:2002.03231
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Filter Sketch for Network Pruning
  23 Jan 2020 · 1 repository · arXiv:2001.08514
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Channel Pruning via Automatic Structure Search
  23 Jan 2020 · 1 repository · arXiv:2001.08565
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• TEASER: Fast and Certifiable Point Cloud Registration
  21 Jan 2020 · 7 repositories · arXiv:2001.07715
  Syntology official (archive's flag): 1 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Discrimination-aware Network Pruning for Deep Model Compression
  4 Jan 2020 · 1 repository · arXiv:2001.01050
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Overcoming Long-term Catastrophic Forgetting through Adversarial Neural Pruning and Synaptic Consolidation
  19 Dec 2019 · 1 repository · arXiv:1912.09091
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• UNet++: Redesigning Skip Connections to Exploit Multiscale Features in Image Segmentation
  11 Dec 2019 · 13 repositories · arXiv:1912.05074
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Winning the Lottery with Continuous Sparsification
  10 Dec 2019 · 2 repositories · arXiv:1912.04427
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• The Search for Sparse, Robust Neural Networks
  5 Dec 2019 · 1 repository · arXiv:1912.02386
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Neural Network Pruning with Residual-Connections and Limited-Data
  19 Nov 2019 · 1 repository · arXiv:1911.08114
  Syntology 4 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Comprehensive SNN Compression Using ADMM Optimization and Activity Regularization
  3 Nov 2019 · 1 repository · arXiv:1911.00822
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Confident Learning: Estimating Uncertainty in Dataset Labels
  31 Oct 2019 · 4 repositories · arXiv:1911.00068
  Syntology official (archive's flag): 2 ran · 21 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 0 honoured, 0 violated, 17 with no contract checked; 4 where Syntology's instrument failed) · 8 unverified (of 29 harvested samples) · 3 pointer-only (licence)
• LUTNet: Learning FPGA Configurations for Highly Efficient Neural Network Inference
  24 Oct 2019 · 2 repositories · arXiv:1910.12625
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Structured Pruning of Large Language Models
  10 Oct 2019 · 2 repositories · arXiv:1910.04732
  Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 2 pointer-only (licence)
• Global Sparse Momentum SGD for Pruning Very Deep Neural Networks
  27 Sep 2019 · 4 repositories · arXiv:1909.12778
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• Model Pruning Enables Efficient Federated Learning on Edge Devices
  26 Sep 2019 · 2 repositories · arXiv:1909.12326
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples)
• Gate Decorator: Global Filter Pruning Method for Accelerating Deep Convolutional Neural Networks
  18 Sep 2019 · 2 repositories · arXiv:1909.08174
  Syntology official (archive's flag): 4 ran · 17 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 0 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 18 harvested samples) · 1 pointer-only (licence)
• Once-for-All: Train One Network and Specialize it for Efficient Deployment
  26 Aug 2019 · 10 repositories · arXiv:1908.09791
  Syntology official (archive's flag): 3 ran · 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 1 honoured, 1 violated, 20 with no contract checked; 2 where Syntology's instrument failed) · 10 unverified (of 34 harvested samples) · 8 pointer-only (licence)
• Protecting Neural Networks with Hierarchical Random Switching: Towards Better Robustness-Accuracy Trade-off for Stochastic Defenses
  20 Aug 2019 · 1 repository · arXiv:1908.07116
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Optuna: A Next-generation Hyperparameter Optimization Framework
  25 Jul 2019 · 11 repositories · arXiv:1907.10902
  Syntology community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 0 honoured, 0 violated, 14 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 20 harvested samples)
• A Signal Propagation Perspective for Pruning Neural Networks at Initialization
  14 Jun 2019 · 1 repository · arXiv:1906.06307
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples)
• Robustness for Non-Parametric Classification: A Generic Attack and Defense
  7 Jun 2019 · 1 repository · arXiv:1906.03310
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Uncertainty-guided Continual Learning with Bayesian Neural Networks
  6 Jun 2019 · 2 repositories · arXiv:1906.02425
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 8 unverified (of 11 harvested samples)
• Learning Sparse Networks Using Targeted Dropout
  31 May 2019 · 2 repositories · arXiv:1905.13678
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Sparse Transfer Learning via Winning Lottery Tickets
  19 May 2019 · 1 repository · arXiv:1905.07785
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis
  15 May 2019 · 1 repository · arXiv:1905.05934
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Towards Efficient Model Compression via Learned Global Ranking
  28 Apr 2019 · 1 repository · arXiv:1904.12368
  Syntology official (archive's flag): 10 ran · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 1 pointer-only (licence)
• A Brain-inspired Algorithm for Training Highly Sparse Neural Networks
  17 Mar 2019 · 2 repositories · arXiv:1903.07138
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• FastDepth: Fast Monocular Depth Estimation on Embedded Systems
  8 Mar 2019 · 1 repository · arXiv:1903.03273
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
• PruneTrain: Fast Neural Network Training by Dynamic Sparse Model Reconfiguration
  26 Jan 2019 · 1 repository · arXiv:1901.09290
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples)
• Dynamic Channel Pruning: Feature Boosting and Suppression
  12 Oct 2018 · 2 repositories · arXiv:1810.05331
  Syntology official (archive's flag): 3 ran · 5 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples)
• SNIP: Single-shot Network Pruning based on Connection Sensitivity
  4 Oct 2018 · 8 repositories · arXiv:1810.02340
  Syntology official: harvested, nothing ran · 5 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 4 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples) · 7 pointer-only (licence)
• Minimal Random Code Learning: Getting Bits Back from Compressed Model Parameters
  30 Sep 2018 · 2 repositories · arXiv:1810.00440
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Solving Imperfect-Information Games via Discounted Regret Minimization
  11 Sep 2018 · 5 repositories · arXiv:1809.04040
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples)
• A Game-Based Approximate Verification of Deep Neural Networks with Provable Guarantees
  10 Jul 2018 · 1 repository · arXiv:1807.03571
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Channel Gating Neural Networks
  29 May 2018 · 1 repository · arXiv:1805.12549
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• A Systematic DNN Weight Pruning Framework using Alternating Direction Method of Multipliers
  10 Apr 2018 · 4 repositories · arXiv:1804.03294
  Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
  9 Mar 2018 · 24 repositories · arXiv:1803.03635
  Syntology 12 ran (of which 2 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 13 unverified (of 25 harvested samples) · 6 pointer-only (licence)
• Compressing Neural Networks using the Variational Information Bottleneck
  28 Feb 2018 · 1 repository · arXiv:1802.10399
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• Efficient Neural Audio Synthesis
  23 Feb 2018 · 16 repositories · arXiv:1802.08435
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Faster gaze prediction with dense networks and Fisher pruning
  17 Jan 2018 · 2 repositories · arXiv:1801.05787
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• PackNet: Adding Multiple Tasks to a Single Network by Iterative Pruning
  15 Nov 2017 · 4 repositories · arXiv:1711.05769
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• To prune, or not to prune: exploring the efficacy of pruning for model compression
  5 Oct 2017 · 4 repositories · arXiv:1710.01878
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• End-to-end Neural Coreference Resolution
  21 Jul 2017 · 4 repositories · arXiv:1707.07045
  Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Learning to Prune Deep Neural Networks via Layer-wise Optimal Brain Surgeon
  22 May 2017 · 2 repositories · arXiv:1705.07565
  Syntology community repositories only · 1 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Learning with Confident Examples: Rank Pruning for Robust Classification with Noisy Labels
  4 May 2017 · 3 repositories · arXiv:1705.01936
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples)
• Exploring Sparsity in Recurrent Neural Networks
  17 Apr 2017 · 1 repository · arXiv:1704.05119
  Syntology 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Pruning Convolutional Neural Networks for Resource Efficient Inference
  19 Nov 2016 · 8 repositories · arXiv:1611.06440
  Syntology 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Pruning Filters for Efficient ConvNets
  31 Aug 2016 · 21 repositories · arXiv:1608.08710
  Syntology 23 ran (of which 4 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 1 violated, 7 with no contract checked; 14 where Syntology's instrument failed) · 13 unverified (of 36 harvested samples) · 22 pointer-only (licence)