Methods › General › Model Compression › Pruning › Papers, page 35

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 35 of 39: papers 3,401 to 3,500 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.

• SPEC2: SPECtral SParsE CNN Accelerator on FPGAs
  16 Oct 2019 · 0 repositories · arXiv:1910.11103
• Automatic Neural Network Compression by Sparsity-Quantization Joint Learning: A Constrained Optimization-based Approach
  14 Oct 2019 · 1 repository · arXiv:1910.05897
• Structured Pruning of a BERT-based Question Answering Model
  14 Oct 2019 · 0 repositories · arXiv:1910.06360
• DiabDeep: Pervasive Diabetes Diagnosis based on Wearable Medical Sensors and Efficient Neural Networks
  11 Oct 2019 · 0 repositories · arXiv:1910.04925
• SiPPing Neural Networks: Sensitivity-informed Provable Pruning of Neural Networks
  11 Oct 2019 · 2 repositories · arXiv:1910.05422
• 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)
• Trained Rank Pruning for Efficient Deep Neural Networks
  9 Oct 2019 · 1 repository · arXiv:1910.04576
• Pruning Algorithms for Low-Dimensional Non-metric k-NN Search: A Case Study
  8 Oct 2019 · 0 repositories · arXiv:1910.03539
• Privacy Preserving Stochastic Channel-Based Federated Learning with Neural Network Pruning
  4 Oct 2019 · 0 repositories · arXiv:1910.02115
• Adversarial Robustness vs. Model Compression, or Both?
  1 Oct 2019 · 1 repository
• Sub-Architecture Ensemble Pruning in Neural Architecture Search
  1 Oct 2019 · 1 repository · arXiv:1910.00370
• Learning Efficient Convolutional Networks through Irregular Convolutional Kernels
  29 Sep 2019 · 0 repositories · arXiv:1909.13239
• Integrated Triaging for Fast Reading Comprehension
  28 Sep 2019 · 0 repositories · arXiv:1909.13128
• 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)
• Pruning from Scratch
  27 Sep 2019 · 1 repository · arXiv:1909.12579
• Reweighted Proximal Pruning for Large-Scale Language Representation
  27 Sep 2019 · 0 repositories · arXiv:1909.12486
• 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)
• Optimizing Speech Recognition For The Edge
  26 Sep 2019 · 0 repositories · arXiv:1909.12408
• A closer look at network resolution for efficient network design
  25 Sep 2019 · 0 repositories
• Filter redistribution templates for iteration-lessconvolutional model reduction
  25 Sep 2019 · 0 repositories
• Finding Deep Local Optima Using Network Pruning
  25 Sep 2019 · 0 repositories
• Global Adversarial Robustness Guarantees for Neural Networks
  25 Sep 2019 · 0 repositories
• How can we generalise learning distributed representations of graphs?
  25 Sep 2019 · 0 repositories
• Meta-Learning with Network Pruning for Overfitting Reduction
  25 Sep 2019 · 0 repositories
• Network Pruning for Low-Rank Binary Index
  25 Sep 2019 · 0 repositories
• On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective
  25 Sep 2019 · 0 repositories
• Prune or quantize? Strategy for Pareto-optimally low-cost and accurate CNN
  25 Sep 2019 · 0 repositories
• Reducing Transformer Depth on Demand with Structured Dropout
  25 Sep 2019 · 5 repositories · arXiv:1909.11556
• Selective Brain Damage: Measuring the Disparate Impact of Model Pruning
  25 Sep 2019 · 0 repositories
• Semantic Pruning for Single Class Interpretability
  25 Sep 2019 · 0 repositories
• Split LBI for Deep Learning: Structural Sparsity via Differential Inclusion Paths
  25 Sep 2019 · 0 repositories
• Starfire: Regularization-Free Adversarially-Robust Structured Sparse Training
  25 Sep 2019 · 0 repositories
• The Sooner The Better: Investigating Structure of Early Winning Lottery Tickets
  25 Sep 2019 · 0 repositories
• 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)
• DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement
  13 Sep 2019 · 0 repositories · arXiv:1909.06964
• Learning Multi-Stage Sparsification for Maximum Clique Enumeration
  12 Sep 2019 · 0 repositories · arXiv:1910.00517
• Differentiable Mask for Pruning Convolutional and Recurrent Networks
  10 Sep 2019 · 0 repositories · arXiv:1909.04567
• VACL: Variance-Aware Cross-Layer Regularization for Pruning Deep Residual Networks
  10 Sep 2019 · 0 repositories · arXiv:1909.04485
• Respiratory Rate Estimation from Face Videos
  8 Sep 2019 · 0 repositories · arXiv:1909.03503
• PCONV: The Missing but Desirable Sparsity in DNN Weight Pruning for Real-time Execution on Mobile Devices
  6 Sep 2019 · 0 repositories · arXiv:1909.05073
• RNN Architecture Learning with Sparse Regularization
  6 Sep 2019 · 1 repository · arXiv:1909.03011
• Learning Digital Circuits: A Journey Through Weight Invariant Self-Pruning Neural Networks
  30 Aug 2019 · 1 repository · arXiv:1909.00052
• An Ultra-Efficient Memristor-Based DNN Framework with Structured Weight Pruning and Quantization Using ADMM
  29 Aug 2019 · 0 repositories · arXiv:1908.11691
• Defeating Misclassification Attacks Against Transfer Learning
  29 Aug 2019 · 0 repositories · arXiv:1908.11230
• Image Captioning with Sparse Recurrent Neural Network
  28 Aug 2019 · 1 repository · arXiv:1908.10797
• Tiny but Accurate: A Pruned, Quantized and Optimized Memristor Crossbar Framework for Ultra Efficient DNN Implementation
  27 Aug 2019 · 0 repositories · arXiv:1908.10017
• An Evaluation of Feature Matchers for Fundamental Matrix Estimation
  26 Aug 2019 · 0 repositories · arXiv:1908.09474
• Multi-Channel Graph Neural Network for Entity Alignment
  26 Aug 2019 · 1 repository · arXiv:1908.09898
• 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)
• Exploring the Performance of Deep Residual Networks in Crazyhouse Chess
  25 Aug 2019 · 0 repositories · arXiv:1908.09296
• Towards Better Understanding of Spontaneous Conversations: Overcoming Automatic Speech Recognition Errors With Intent Recognition
  21 Aug 2019 · 0 repositories · arXiv:1908.07888
• 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)
• Efficient Discovery of Expressive Multi-label Rules using Relaxed Pruning
  19 Aug 2019 · 1 repository · arXiv:1908.06874
• Prune Sampling: a MCMC inference technique for discrete and deterministic Bayesian networks
  17 Aug 2019 · 0 repositories · arXiv:1908.06335
• Scalable Explanation of Inferences on Large Graphs
  13 Aug 2019 · 0 repositories · arXiv:1908.06482
• Adversarial Neural Pruning with Latent Vulnerability Suppression
  12 Aug 2019 · 1 repository · arXiv:1908.04355
• Group Pruning using a Bounded-Lp norm for Group Gating and Regularization
  9 Aug 2019 · 0 repositories · arXiv:1908.03463
• Efficient Inference of CNNs via Channel Pruning
  8 Aug 2019 · 0 repositories · arXiv:1908.03266
• Consensus Maximization Tree Search Revisited
  6 Aug 2019 · 1 repository · arXiv:1908.02021
• Exploiting Channel Similarity for Accelerating Deep Convolutional Neural Networks
  6 Aug 2019 · 0 repositories · arXiv:1908.02620
• Architecture-aware Network Pruning for Vision Quality Applications
  5 Aug 2019 · 0 repositories · arXiv:1908.02125
• Accelerating CNN Training by Pruning Activation Gradients
  1 Aug 2019 · 0 repositories · arXiv:1908.00173
• Learning Instance-wise Sparsity for Accelerating Deep Models
  27 Jul 2019 · 0 repositories · arXiv:1907.11840
• On Hard Exploration for Reinforcement Learning: a Case Study in Pommerman
  26 Jul 2019 · 0 repositories · arXiv:1907.11788
• 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)
• SlimYOLOv3: Narrower, Faster and Better for Real-Time UAV Applications
  25 Jul 2019 · 2 repositories · arXiv:1907.11093
• Adaptive Compression-based Lifelong Learning
  23 Jul 2019 · 0 repositories · arXiv:1907.09695
• Association rule mining and itemset-correlation based variants
  22 Jul 2019 · 0 repositories · arXiv:1907.09535
• EnSyth: A Pruning Approach to Synthesis of Deep Learning Ensembles
  22 Jul 2019 · 0 repositories · arXiv:1907.09286
• Retrieving Similar Trajectories from Cellular Data at City Scale
  20 Jul 2019 · 0 repositories · arXiv:1907.12371
• High Dimensional Similarity Search with Satellite System Graph: Efficiency, Scalability, and Unindexed Query Compatibility
  13 Jul 2019 · 2 repositories · arXiv:1907.06146
• A Targeted Acceleration and Compression Framework for Low bit Neural Networks
  9 Jul 2019 · 0 repositories · arXiv:1907.05271
• Data-Independent Neural Pruning via Coresets
  9 Jul 2019 · 0 repositories · arXiv:1907.04018
• SAT Solvers and Computer Algebra Systems: A Powerful Combination for Mathematics
  9 Jul 2019 · 0 repositories · arXiv:1907.04408
• AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates
  6 Jul 2019 · 0 repositories · arXiv:1907.03141
• Exploiting Prunability for Person Re-Identification
  4 Jul 2019 · 0 repositories · arXiv:1907.02547
• Non-Structured DNN Weight Pruning -- Is It Beneficial in Any Platform?
  3 Jul 2019 · 0 repositories · arXiv:1907.02124
• Two-stage Optimization for Machine Learning Workflow
  1 Jul 2019 · 1 repository · arXiv:1907.00678
• Dissecting Pruned Neural Networks
  29 Jun 2019 · 0 repositories · arXiv:1907.00262
• AMF: Aggregated Mondrian Forests for Online Learning
  25 Jun 2019 · 2 repositories · arXiv:1906.10529
• COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning
  25 Jun 2019 · 1 repository · arXiv:1906.10337
  Syntology official: harvested, nothing ran · 0 ran · 4 unverified (of 4 harvested samples)
• Importance Estimation for Neural Network Pruning
  25 Jun 2019 · 3 repositories · arXiv:1906.10771
• Progressive Gradient Pruning for Classification, Detection and DomainAdaptation
  20 Jun 2019 · 1 repository · arXiv:1906.08746
• Joint Regularization on Activations and Weights for Efficient Neural Network Pruning
  19 Jun 2019 · 0 repositories · arXiv:1906.07875
• SwiftNet: Using Graph Propagation as Meta-knowledge to Search Highly Representative Neural Architectures
  19 Jun 2019 · 1 repository · arXiv:1906.08305
• XNAS: Neural Architecture Search with Expert Advice
  19 Jun 2019 · 2 repositories · arXiv:1906.08031
• A One-step Pruning-recovery Framework for Acceleration of Convolutional Neural Networks
  18 Jun 2019 · 0 repositories · arXiv:1906.07488
• Structured Pruning of Recurrent Neural Networks through Neuron Selection
  17 Jun 2019 · 0 repositories · arXiv:1906.06847
• 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)
• Towards Compact and Robust Deep Neural Networks
  14 Jun 2019 · 0 repositories · arXiv:1906.06110
• Parameterized Structured Pruning for Deep Neural Networks
  12 Jun 2019 · 0 repositories · arXiv:1906.05180
• Reinforcement Knowledge Graph Reasoning for Explainable Recommendation
  12 Jun 2019 · 1 repository · arXiv:1906.05237
• Run-Time Efficient RNN Compression for Inference on Edge Devices
  12 Jun 2019 · 0 repositories · arXiv:1906.04886
• Taxonomy of Saliency Metrics for Channel Pruning
  11 Jun 2019 · 0 repositories · arXiv:1906.04675
• BasisConv: A method for compressed representation and learning in CNNs
  11 Jun 2019 · 0 repositories · arXiv:1906.04509
• Simultaneously Learning Architectures and Features of Deep Neural Networks
  11 Jun 2019 · 0 repositories · arXiv:1906.04505
• The Generalization-Stability Tradeoff In Neural Network Pruning
  9 Jun 2019 · 0 repositories · arXiv:1906.03728
• 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)
• Ensemble Pruning via Margin Maximization
  7 Jun 2019 · 0 repositories · arXiv:1906.03247
• (Pen-) Ultimate DNN Pruning
  6 Jun 2019 · 0 repositories · arXiv:1906.02535