Methods › General › Model Compression › Pruning › Papers, page 38

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)

Page 38 of 39: papers 3,701 to 3,800 of 3,874, newest first by the archive's date (ties by slug), in archive order.

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.

• SlimNets: An Exploration of Deep Model Compression and Acceleration
  1 Aug 2018 · 1 repository · arXiv:1808.00496
• Compressible Spectral Mixture Kernels with Sparse Dependency Structures for Gaussian Processes
  1 Aug 2018 · 0 repositories · arXiv:1808.00560
• Unsupervised Morphology Learning with Statistical Paradigms
  1 Aug 2018 · 1 repository
• StructADMM: A Systematic, High-Efficiency Framework of Structured Weight Pruning for DNNs
  29 Jul 2018 · 1 repository · arXiv:1807.11091
• Crossbar-aware neural network pruning
  25 Jul 2018 · 0 repositories · arXiv:1807.10816
• Make ℓ₁ Regularization Effective in Training Sparse CNN
  11 Jul 2018 · 0 repositories · arXiv:1807.04222
• 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)
• Jointly learning relevant subgraph patterns and nonlinear models of their indicators
  9 Jul 2018 · 0 repositories · arXiv:1807.02963
• Evenly Cascaded Convolutional Networks
  2 Jul 2018 · 0 repositories · arXiv:1807.00456
• Compressing Neural Networks using the Variational Information Bottelneck
  1 Jul 2018 · 1 repository
• CRUISE: Cold-Start New Skill Development via Iterative Utterance Generation
  1 Jul 2018 · 0 repositories
• Syntax for Semantic Role Labeling, To Be, Or Not To Be
  1 Jul 2018 · 1 repository
• Generalized chart constraints for efficient PCFG and TAG parsing
  27 Jun 2018 · 0 repositories · arXiv:1806.10654
• Joint Neural Entity Disambiguation with Output Space Search
  19 Jun 2018 · 0 repositories · arXiv:1806.07495
• Fast Convex Pruning of Deep Neural Networks
  17 Jun 2018 · 1 repository · arXiv:1806.06457
  Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Detecting Dead Weights and Units in Neural Networks
  15 Jun 2018 · 0 repositories · arXiv:1806.06068
• SCSP: Spectral Clustering Filter Pruning with Soft Self-adaption Manners
  14 Jun 2018 · 0 repositories · arXiv:1806.05320
• Ensemble Pruning based on Objection Maximization with a General Distributed Framework
  13 Jun 2018 · 1 repository · arXiv:1806.04899
• Smallify: Learning Network Size while Training
  10 Jun 2018 · 0 repositories · arXiv:1806.03723
• “Learning-Compression” Algorithms for Neural Net Pruning
  1 Jun 2018 · 1 repository
• CLIP-Q: Deep Network Compression Learning by In-Parallel Pruning-Quantization
  1 Jun 2018 · 0 repositories
• Learning Facial Action Units From Web Images With Scalable Weakly Supervised Clustering
  1 Jun 2018 · 0 repositories
• Structurally Sparsified Backward Propagation for Faster Long Short-Term Memory Training
  1 Jun 2018 · 0 repositories · arXiv:1806.00512
• Fine-Pruning: Defending Against Backdooring Attacks on Deep Neural Networks
  30 May 2018 · 3 repositories · arXiv:1805.12185
• Grow and Prune Compact, Fast, and Accurate LSTMs
  30 May 2018 · 0 repositories · arXiv:1805.11797
• Light interception modelling using unstructured LiDAR data in avocado orchards
  30 May 2018 · 0 repositories · arXiv:1806.01118
• MPDCompress - Matrix Permutation Decomposition Algorithm for Deep Neural Network Compression
  30 May 2018 · 0 repositories · arXiv:1805.12085
• A novel channel pruning method for deep neural network compression
  29 May 2018 · 0 repositories · arXiv:1805.11394
• 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)
• Compact and Computationally Efficient Representation of Deep Neural Networks
  27 May 2018 · 0 repositories · arXiv:1805.10692
• AutoPruner: An End-to-End Trainable Filter Pruning Method for Efficient Deep Model Inference
  23 May 2018 · 0 repositories · arXiv:1805.08941
• Practical Algorithms for STV and Ranked Pairs with Parallel Universes Tiebreaking
  17 May 2018 · 0 repositories · arXiv:1805.06992
• Scaling associative classification for very large datasets
  10 May 2018 · 1 repository · arXiv:1805.03887
• Enhancing the Regularization Effect of Weight Pruning in Artificial Neural Networks
  4 May 2018 · 0 repositories · arXiv:1805.01930
• Accelerator-Aware Pruning for Convolutional Neural Networks
  26 Apr 2018 · 3 repositories · arXiv:1804.09862
• Sparse Persistent RNNs: Squeezing Large Recurrent Networks On-Chip
  26 Apr 2018 · 0 repositories · arXiv:1804.10223
• Structured Pruning for Efficient ConvNets via Incremental Regularization
  25 Apr 2018 · 1 repository · arXiv:1804.09461
• Efficient Contextualized Representation: Language Model Pruning for Sequence Labeling
  20 Apr 2018 · 1 repository · arXiv:1804.07827
• Dictionary learning -- from local towards global and adaptive
  19 Apr 2018 · 0 repositories · arXiv:1804.07101
• Minimizing Area and Energy of Deep Learning Hardware Design Using Collective Low Precision and Structured Compression
  19 Apr 2018 · 0 repositories · arXiv:1804.07370
• 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)
• A GPU-based WFST Decoder with Exact Lattice Generation
  9 Apr 2018 · 0 repositories · arXiv:1804.03243
• A Proposal of Interactive Growing Hierarchical SOM
  8 Apr 2018 · 0 repositories · arXiv:1804.02620
• Task dependent Deep LDA pruning of neural networks
  21 Mar 2018 · 1 repository · arXiv:1803.08134
• Efficient Recurrent Neural Networks using Structured Matrices in FPGAs
  20 Mar 2018 · 0 repositories · arXiv:1803.07661
• Fast Neural Architecture Construction using EnvelopeNets
  18 Mar 2018 · 0 repositories · arXiv:1803.06744
• Efficient Hardware Realization of Convolutional Neural Networks using Intra-Kernel Regular Pruning
  15 Mar 2018 · 0 repositories · arXiv:1803.05909
• Exploring Linear Relationship in Feature Map Subspace for ConvNets Compression
  15 Mar 2018 · 0 repositories · arXiv:1803.05729
• C-LSTM: Enabling Efficient LSTM using Structured Compression Techniques on FPGAs
  14 Mar 2018 · 0 repositories · arXiv:1803.06305
• FeTa: A DCA Pruning Algorithm with Generalization Error Guarantees
  12 Mar 2018 · 1 repository · arXiv:1803.04239
• It was the training data pruning too!
  12 Mar 2018 · 0 repositories · arXiv:1803.04579
• 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)
• Stochastic Activation Pruning for Robust Adversarial Defense
  5 Mar 2018 · 1 repository · arXiv:1803.01442
• Learning Sparse Structured Ensembles with SG-MCMC and Network Pruning
  1 Mar 2018 · 0 repositories · arXiv:1803.00184
• 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)
• Escoin: Efficient Sparse Convolutional Neural Network Inference on GPUs
  28 Feb 2018 · 1 repository · arXiv:1802.10280
• 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)
• Layer-wise synapse optimization for implementing neural networks on general neuromorphic architectures
  20 Feb 2018 · 0 repositories · arXiv:1802.06920
• Efficient Sparse-Winograd Convolutional Neural Networks
  18 Feb 2018 · 1 repository · arXiv:1802.06367
• Systematic Weight Pruning of DNNs using Alternating Direction Method of Multipliers
  15 Feb 2018 · 1 repository · arXiv:1802.05747
• Attention-Based Guided Structured Sparsity of Deep Neural Networks
  13 Feb 2018 · 1 repository · arXiv:1802.09902
• ClosNets: a Priori Sparse Topologies for Faster DNN Training
  12 Feb 2018 · 0 repositories · arXiv:1802.03885
• Analyzing and Mitigating the Impact of Permanent Faults on a Systolic Array Based Neural Network Accelerator
  11 Feb 2018 · 0 repositories · arXiv:1802.04657
• ThUnderVolt: Enabling Aggressive Voltage Underscaling and Timing Error Resilience for Energy Efficient Deep Neural Network Accelerators
  11 Feb 2018 · 0 repositories · arXiv:1802.03806
• TSViz: Demystification of Deep Learning Models for Time-Series Analysis
  8 Feb 2018 · 1 repository · arXiv:1802.02952
• Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling
  7 Feb 2018 · 1 repository · arXiv:1802.02607
• Re-Weighted Learning for Sparsifying Deep Neural Networks
  5 Feb 2018 · 0 repositories · arXiv:1802.01616
• Build a Compact Binary Neural Network through Bit-level Sensitivity and Data Pruning
  3 Feb 2018 · 0 repositories · arXiv:1802.00904
• Scalable Lévy Process Priors for Spectral Kernel Learning
  2 Feb 2018 · 1 repository · arXiv:1802.00530
• Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers
  1 Feb 2018 · 3 repositories · arXiv:1802.00124
• Recovering from Random Pruning: On the Plasticity of Deep Convolutional Neural Networks
  31 Jan 2018 · 1 repository · arXiv:1801.10447
• Search Based Code Generation for Machine Learning Programs
  29 Jan 2018 · 0 repositories · arXiv:1801.09373
• Learning to Prune Filters in Convolutional Neural Networks
  23 Jan 2018 · 0 repositories · arXiv:1801.07365
• Pruning Techniques for Mixed Ensembles of Genetic Programming Models
  23 Jan 2018 · 1 repository · arXiv:1801.07668
• 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)
• Automatic Parameter Tying in Neural Networks
  1 Jan 2018 · 0 repositories
• Building effective deep neural networks one feature at a time
  1 Jan 2018 · 0 repositories
• Cheap DNN Pruning with Performance Guarantees
  1 Jan 2018 · 0 repositories
• Discovery of Predictive Representations With a Network of General Value Functions
  1 Jan 2018 · 0 repositories
• Iterative Deep Compression : Compressing Deep Networks for Classification and Semantic Segmentation
  1 Jan 2018 · 0 repositories
• Learning Sparse Neural Networks through L_0 Regularization
  1 Jan 2018 · 0 repositories
• Neural Networks with Block Diagonal Inner Product Layers
  1 Jan 2018 · 0 repositories
• Variational Network Quantization
  1 Jan 2018 · 0 repositories
• Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio
  1 Jan 2018 · 0 repositories
• WSNet: Learning Compact and Efficient Networks with Weight Sampling
  1 Jan 2018 · 0 repositories
• Automated Pruning for Deep Neural Network Compression
  5 Dec 2017 · 0 repositories · arXiv:1712.01721
• Learning Sparse Neural Networks through L₀ Regularization
  4 Dec 2017 · 4 repositories · arXiv:1712.01312
• Learning Chordal Markov Networks via Branch and Bound
  1 Dec 2017 · 0 repositories
• Runtime Neural Pruning
  1 Dec 2017 · 1 repository
• Scalable Levy Process Priors for Spectral Kernel Learning
  1 Dec 2017 · 0 repositories
• Structured Deep Neural Network Pruning via Matrix Pivoting
  1 Dec 2017 · 0 repositories · arXiv:1712.01084
• QCBA: Improving Rule Classifiers Learned from Quantitative Data by Recovering Information Lost by Discretisation
  28 Nov 2017 · 1 repository · arXiv:1711.10166
• WSNet: Compact and Efficient Networks Through Weight Sampling
  28 Nov 2017 · 0 repositories · arXiv:1711.10067
• Deep Expander Networks: Efficient Deep Networks from Graph Theory
  23 Nov 2017 · 2 repositories · arXiv:1711.08757
• Regularization of Deep Neural Networks with Spectral Dropout
  23 Nov 2017 · 0 repositories · arXiv:1711.08591
• Does Higher Order LSTM Have Better Accuracy for Segmenting and Labeling Sequence Data?
  22 Nov 2017 · 1 repository · arXiv:1711.08231
• Pixie: A System for Recommending 3+ Billion Items to 200+ Million Users in Real-Time
  21 Nov 2017 · 1 repository · arXiv:1711.07601
• NISP: Pruning Networks using Neuron Importance Score Propagation
  16 Nov 2017 · 0 repositories · arXiv:1711.05908
• 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)
• Deep Rewiring: Training very sparse deep networks
  14 Nov 2017 · 4 repositories · arXiv:1711.05136