Methods › General › Model Compression › Pruning › Papers, page 37

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 37 of 39: papers 3,601 to 3,700 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.

• Partition Pruning: Parallelization-Aware Pruning for Deep Neural Networks
  21 Jan 2019 · 0 repositories · arXiv:1901.11391
• Practical Algorithms for Multi-Stage Voting Rules with Parallel Universes Tiebreaking
  16 Jan 2019 · 0 repositories · arXiv:1901.09791
• Impact of Data Pruning on Machine Learning Algorithm Performance
  11 Jan 2019 · 0 repositories · arXiv:1901.10539
• A Bayesian Decision Tree Algorithm
  10 Jan 2019 · 1 repository · arXiv:1901.03214
• How Compact?: Assessing Compactness of Representations through Layer-Wise Pruning
  9 Jan 2019 · 0 repositories · arXiv:1901.02757
• Spatial-Winograd Pruning Enabling Sparse Winograd Convolution
  8 Jan 2019 · 0 repositories · arXiv:1901.02132
• A* Tree Search for Portfolio Management
  7 Jan 2019 · 0 repositories · arXiv:1901.01855
• GASL: Guided Attention for Sparsity Learning in Deep Neural Networks
  7 Jan 2019 · 2 repositories · arXiv:1901.01939
• Bandwidth Reduction using Importance Weighted Pruning on Ring AllReduce
  6 Jan 2019 · 0 repositories · arXiv:1901.01544
• An Improved multi-objective genetic algorithm based on orthogonal design and adaptive clustering pruning strategy
  3 Jan 2019 · 0 repositories · arXiv:1901.00577
• ADMM-NN: An Algorithm-Hardware Co-Design Framework of DNNs Using Alternating Direction Method of Multipliers
  31 Dec 2018 · 1 repository · arXiv:1812.11677
• Studying the Plasticity in Deep Convolutional Neural Networks using Random Pruning
  26 Dec 2018 · 1 repository · arXiv:1812.10240
• Dynamic Runtime Feature Map Pruning
  24 Dec 2018 · 1 repository · arXiv:1812.09922
• Artificial neural networks condensation: A strategy to facilitate adaption of machine learning in medical settings by reducing computational burden
  23 Dec 2018 · 0 repositories · arXiv:1812.09659
• Entropy-Constrained Training of Deep Neural Networks
  18 Dec 2018 · 0 repositories · arXiv:1812.07520
• LORM: Learning to Optimize for Resource Management in Wireless Networks with Few Training Samples
  18 Dec 2018 · 0 repositories · arXiv:1812.07998
• A Layer Decomposition-Recomposition Framework for Neuron Pruning towards Accurate Lightweight Networks
  17 Dec 2018 · 0 repositories · arXiv:1812.06611
• A Low Effort Approach to Structured CNN Design Using PCA
  15 Dec 2018 · 0 repositories · arXiv:1812.06224
• A Main/Subsidiary Network Framework for Simplifying Binary Neural Network
  11 Dec 2018 · 0 repositories · arXiv:1812.04210
• Channel selection using Gumbel Softmax
  11 Dec 2018 · 1 repository · arXiv:1812.04180
• Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression
  11 Dec 2018 · 1 repository · arXiv:1812.04368
• Trained Rank Pruning for Efficient Deep Neural Networks
  6 Dec 2018 · 1 repository · arXiv:1812.02402
• Stochastic Model Pruning via Weight Dropping Away and Back
  5 Dec 2018 · 0 repositories · arXiv:1812.02035
• Few Sample Knowledge Distillation for Efficient Network Compression
  5 Dec 2018 · 1 repository · arXiv:1812.01839
• Auto-tuning TensorFlow Threading Model for CPU Backend
  4 Dec 2018 · 0 repositories · arXiv:1812.01665
• Channel-wise pruning of neural networks with tapering resource constraint
  4 Dec 2018 · 0 repositories · arXiv:1812.07060
• Overcoming Catastrophic Forgetting by Soft Parameter Pruning
  4 Dec 2018 · 1 repository · arXiv:1812.01640
• Deep Hierarchical Machine: a Flexible Divide-and-Conquer Architecture
  3 Dec 2018 · 0 repositories · arXiv:1812.00647
• Accelerate CNN via Recursive Bayesian Pruning
  2 Dec 2018 · 0 repositories · arXiv:1812.00353
• Alternating optimization of decision trees, with application to learning sparse oblique trees
  1 Dec 2018 · 0 repositories
• Connectionist Temporal Classification with Maximum Entropy Regularization
  1 Dec 2018 · 1 repository
• Efficient nonmyopic batch active search
  1 Dec 2018 · 0 repositories
• Frequency-Domain Dynamic Pruning for Convolutional Neural Networks
  1 Dec 2018 · 0 repositories
• PAC-Bayes Tree: weighted subtrees with guarantees
  1 Dec 2018 · 0 repositories
• TETRIS: TilE-matching the TRemendous Irregular Sparsity
  1 Dec 2018 · 0 repositories
• An Implementation of the Poisson Multi-Bernoulli Mixture Trajectory Filter via Dual Decomposition
  29 Nov 2018 · 1 repository · arXiv:1811.12281
• Efficient Semantic Segmentation for Visual Bird's-eye View Interpretation
  29 Nov 2018 · 0 repositories · arXiv:1811.12008
• Game Tree Search in a Robust Multistage Optimization Framework: Exploiting Pruning Mechanisms
  29 Nov 2018 · 0 repositories · arXiv:1811.12146
• On Implicit Filter Level Sparsity in Convolutional Neural Networks
  29 Nov 2018 · 0 repositories · arXiv:1811.12495
• Dense xUnit Networks
  27 Nov 2018 · 1 repository · arXiv:1811.11051
• Automatic Induction of Neural Network Decision Tree Algorithms
  26 Nov 2018 · 1 repository · arXiv:1811.10735
• Scene Categorization from Contours: Medial Axis Based Salience Measures
  26 Nov 2018 · 0 repositories · arXiv:1811.10524
• Efficient Structured Pruning and Architecture Searching for Group Convolution
  23 Nov 2018 · 1 repository · arXiv:1811.09341
• Structured Pruning of Neural Networks with Budget-Aware Regularization
  23 Nov 2018 · 0 repositories · arXiv:1811.09332
• Graph-Adaptive Pruning for Efficient Inference of Convolutional Neural Networks
  21 Nov 2018 · 0 repositories · arXiv:1811.08589
• Multi-layer Pruning Framework for Compressing Single Shot MultiBox Detector
  20 Nov 2018 · 0 repositories · arXiv:1811.08342
• Stability Based Filter Pruning for Accelerating Deep CNNs
  20 Nov 2018 · 0 repositories · arXiv:1811.08321
• Structured Pruning for Efficient ConvNets via Incremental Regularization
  20 Nov 2018 · 0 repositories · arXiv:1811.08390
• Three Dimensional Convolutional Neural Network Pruning with Regularization-Based Method
  19 Nov 2018 · 0 repositories · arXiv:1811.07555
• RePr: Improved Training of Convolutional Filters
  18 Nov 2018 · 1 repository · arXiv:1811.07275
• Vectorization of hypotheses and speech for faster beam search in encoder decoder-based speech recognition
  12 Nov 2018 · 0 repositories · arXiv:1811.04568
• Learning to Skip Ineffectual Recurrent Computations in LSTMs
  9 Nov 2018 · 0 repositories · arXiv:1811.10396
• ITE: A Lightweight Implementation of Stratified Reasoning for Constructive Logical Operators
  9 Nov 2018 · 1 repository · arXiv:1811.03906
• ABC: Efficient Selection of Machine Learning Configuration on Large Dataset
  8 Nov 2018 · 0 repositories · arXiv:1811.03250
• Synaptic Strength For Convolutional Neural Network
  6 Nov 2018 · 0 repositories · arXiv:1811.02454
• A Unified Framework of DNN Weight Pruning and Weight Clustering/Quantization Using ADMM
  5 Nov 2018 · 0 repositories · arXiv:1811.01907
• An Adaptive Pruning Algorithm for Spoofing Localisation Based on Tropical Geometry
  1 Nov 2018 · 0 repositories · arXiv:1811.01017
• Balanced Sparsity for Efficient DNN Inference on GPU
  1 Nov 2018 · 0 repositories · arXiv:1811.00206
• Hybrid Pruning: Thinner Sparse Networks for Fast Inference on Edge Devices
  1 Nov 2018 · 0 repositories · arXiv:1811.00482
• Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration
  1 Nov 2018 · 3 repositories · arXiv:1811.00250
• Demystifying Neural Network Filter Pruning
  29 Oct 2018 · 0 repositories · arXiv:1811.02639
• Discrimination-aware Channel Pruning for Deep Neural Networks
  28 Oct 2018 · 1 repository · arXiv:1810.11809
• Distilling with Performance Enhanced Students
  24 Oct 2018 · 0 repositories · arXiv:1810.10460
• Convolutional Neural Network Pruning to Accelerate Membrane Segmentation in Electron Microscopy
  23 Oct 2018 · 0 repositories · arXiv:1810.09735
• Sparse DNNs with Improved Adversarial Robustness
  23 Oct 2018 · 0 repositories · arXiv:1810.09619
• Compression of Deep Neural Networks by combining pruning and low rank decomposition
  20 Oct 2018 · 0 repositories
• Dynamic parameter reallocation improves trainability of deep convolutional networks
  20 Oct 2018 · 0 repositories
• Pruning at a Glance: A Structured Class-Blind Pruning Technique for Model Compression
  20 Oct 2018 · 0 repositories
• Targeted Dropout
  20 Oct 2018 · 1 repository
• On Learning Wire-Length Efficient Neural Networks
  19 Oct 2018 · 0 repositories
• Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments
  17 Oct 2018 · 1 repository · arXiv:1810.07348
• Progressive Weight Pruning of Deep Neural Networks using ADMM
  17 Oct 2018 · 0 repositories · arXiv:1810.07378
• Pruning Deep Neural Networks using Partial Least Squares
  17 Oct 2018 · 1 repository · arXiv:1810.07610
• Unsupervised Ensemble Learning via Ising Model Approximation with Application to Phenotyping Prediction
  15 Oct 2018 · 0 repositories · arXiv:1810.06376
• 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)
• Functionality-Oriented Convolutional Filter Pruning
  12 Oct 2018 · 0 repositories · arXiv:1810.07322
• Rethinking the Value of Network Pruning
  11 Oct 2018 · 2 repositories · arXiv:1810.05270
• A Closer Look at Structured Pruning for Neural Network Compression
  10 Oct 2018 · 2 repositories · arXiv:1810.04622
• Pruning neural networks: is it time to nip it in the bud?
  10 Oct 2018 · 0 repositories
• Rate Distortion For Model Compression: From Theory To Practice
  9 Oct 2018 · 0 repositories · arXiv:1810.06401
• 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)
• Safe RuleFit: Learning Optimal Sparse Rule Model by Meta Safe Screening
  3 Oct 2018 · 0 repositories · arXiv:1810.01683
• Target Aware Network Adaptation for Efficient Representation Learning
  2 Oct 2018 · 0 repositories · arXiv:1810.01104
• Disambiguated skip-gram model
  1 Oct 2018 · 0 repositories
• Layer-compensated Pruning for Resource-constrained Convolutional Neural Networks
  1 Oct 2018 · 1 repository · arXiv:1810.00518
• 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)
• Adaptive Pruning of Neural Language Models for Mobile Devices
  27 Sep 2018 · 0 repositories · arXiv:1809.10282
• MLPrune: Multi-Layer Pruning for Automated Neural Network Compression
  27 Sep 2018 · 0 repositories
• Graph Convolution over Pruned Dependency Trees Improves Relation Extraction
  26 Sep 2018 · 1 repository · arXiv:1809.10185
• Discovering Reliable Dependencies from Data: Hardness and Improved Algorithms
  14 Sep 2018 · 1 repository · arXiv:1809.05467
• Defensive Dropout for Hardening Deep Neural Networks under Adversarial Attacks
  13 Sep 2018 · 0 repositories · arXiv:1809.05165
• On The Alignment Problem In Multi-Head Attention-Based Neural Machine Translation
  11 Sep 2018 · 0 repositories · arXiv:1809.03985
• 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)
• 2PFPCE: Two-Phase Filter Pruning Based on Conditional Entropy
  6 Sep 2018 · 0 repositories · arXiv:1809.02220
• Egocentric Activity Prediction via Event Modulated Attention
  1 Sep 2018 · 0 repositories
• Learning Sparse Low-Precision Neural Networks With Learnable Regularization
  1 Sep 2018 · 0 repositories · arXiv:1809.00095
• Elastic bands across the path: A new framework and methods to lower bound DTW
  29 Aug 2018 · 1 repository · arXiv:1808.09617
• Spectral Pruning: Compressing Deep Neural Networks via Spectral Analysis and its Generalization Error
  26 Aug 2018 · 0 repositories · arXiv:1808.08558
• Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks
  22 Aug 2018 · 2 repositories · arXiv:1808.07471
• Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks
  21 Aug 2018 · 6 repositories · arXiv:1808.06866