Methods › General › Model Compression › Pruning › Papers, page 22

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 22 of 39: papers 2,101 to 2,200 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.

• RIBAC: Towards Robust and Imperceptible Backdoor Attack against Compact DNN
  22 Aug 2022 · 1 repository · arXiv:2208.10608
  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) · 3 unverified (of 4 harvested samples)
• Combining Compressions for Multiplicative Size Scaling on Natural Language Tasks
  20 Aug 2022 · 0 repositories · arXiv:2208.09684
• Towards Efficient Capsule Networks
  19 Aug 2022 · 1 repository · arXiv:2208.09203
• Enhancing Targeted Attack Transferability via Diversified Weight Pruning
  18 Aug 2022 · 0 repositories · arXiv:2208.08677
• Hybrid Learning with New Value Function for the Maximum Common Subgraph Problem
  18 Aug 2022 · 0 repositories · arXiv:2208.08620
• Field-wise Embedding Size Search via Structural Hard Auxiliary Mask Pruning for Click-Through Rate Prediction
  17 Aug 2022 · 0 repositories · arXiv:2208.08004
• Remote Photoplethysmography from Low Resolution videos: An end-to-end solution using Efficient ConvNets
  14 Aug 2022 · 0 repositories · arXiv:2208.06817
• Entropy Induced Pruning Framework for Convolutional Neural Networks
  13 Aug 2022 · 0 repositories · arXiv:2208.06660
• An Algorithm-Hardware Co-Optimized Framework for Accelerating N:M Sparse Transformers
  12 Aug 2022 · 0 repositories · arXiv:2208.06118
• WeightMom: Learning Sparse Networks using Iterative Momentum-based pruning
  11 Aug 2022 · 0 repositories · arXiv:2208.05970
• Customized Watermarking for Deep Neural Networks via Label Distribution Perturbation
  10 Aug 2022 · 0 repositories · arXiv:2208.05477
• Integrating connection search in graph queries
  9 Aug 2022 · 0 repositories · arXiv:2208.04802
• OptEmbed: Learning Optimal Embedding Table for Click-through Rate Prediction
  9 Aug 2022 · 1 repository · arXiv:2208.04482
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• SBPF: Sensitiveness Based Pruning Framework For Convolutional Neural Network On Image Classification
  9 Aug 2022 · 0 repositories · arXiv:2208.04588
• N2NSkip: Learning Highly Sparse Networks using Neuron-to-Neuron Skip Connections
  7 Aug 2022 · 0 repositories · arXiv:2208.03662
• A Model-Oriented Approach for Lifting Symmetries in Answer Set Programming
  5 Aug 2022 · 0 repositories · arXiv:2208.03095
• Data-free Backdoor Removal based on Channel Lipschitzness
  5 Aug 2022 · 1 repository · arXiv:2208.03111
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• ACE: Adaptive Constraint-aware Early Stopping in Hyperparameter Optimization
  4 Aug 2022 · 0 repositories · arXiv:2208.02922
• Keyword Spotting System and Evaluation of Pruning and Quantization Methods on Low-power Edge Microcontrollers
  4 Aug 2022 · 1 repository · arXiv:2208.02765
• enpheeph: A Fault Injection Framework for Spiking and Compressed Deep Neural Networks
  31 Jul 2022 · 0 repositories · arXiv:2208.00328
• A One-Shot Reparameterization Method for Reducing the Loss of Tile Pruning on DNNs
  29 Jul 2022 · 1 repository · arXiv:2207.14545
• CrAM: A Compression-Aware Minimizer
  28 Jul 2022 · 1 repository · arXiv:2207.14200
  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) · 1 unverified; the one sample that ran constructed an object rather than computing a result (of 2 harvested samples)
• Fault Detection and Classification of Aerospace Sensors using a VGG16-based Deep Neural Network
  27 Jul 2022 · 0 repositories · arXiv:2207.13267
• Debiasing Deep Chest X-Ray Classifiers using Intra- and Post-processing Methods
  26 Jul 2022 · 1 repository · arXiv:2208.00781
• Reconciling Security and Communication Efficiency in Federated Learning
  26 Jul 2022 · 1 repository · arXiv:2207.12779
• Trainability Preserving Neural Pruning
  25 Jul 2022 · 1 repository · arXiv:2207.12534
• A Taxonomy of Recurrent Learning Rules
  23 Jul 2022 · 0 repositories · arXiv:2207.11439
• Low-complexity CNNs for Acoustic Scene Classification
  23 Jul 2022 · 0 repositories · arXiv:2207.11529
• FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification
  22 Jul 2022 · 1 repository · arXiv:2207.10888
  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) · 4 unverified (of 7 harvested samples)
• AdaptCL: Adaptive Continual Learning for Tackling Heterogeneity in Sequential Datasets
  22 Jul 2022 · 1 repository · arXiv:2207.11005
• Model Compression for Resource-Constrained Mobile Robots
  20 Jul 2022 · 0 repositories · arXiv:2207.10082
• Analyzing Bagging Methods for Language Models
  19 Jul 2022 · 0 repositories · arXiv:2207.09099
• Comprehensive Graph Gradual Pruning for Sparse Training in Graph Neural Networks
  18 Jul 2022 · 0 repositories · arXiv:2207.08629
• The Multiple Subnetwork Hypothesis: Enabling Multidomain Learning by Isolating Task-Specific Subnetworks in Feedforward Neural Networks
  18 Jul 2022 · 1 repository · arXiv:2207.08821
• S4: a High-sparsity, High-performance AI Accelerator
  16 Jul 2022 · 0 repositories · arXiv:2207.08006
• DropNet: Reducing Neural Network Complexity via Iterative Pruning
  14 Jul 2022 · 1 repository · arXiv:2207.06646
• E2-AEN: End-to-End Incremental Learning with Adaptively Expandable Network
  14 Jul 2022 · 0 repositories · arXiv:2207.06754
• EVE: Environmental Adaptive Neural Network Models for Low-power Energy Harvesting System
  14 Jul 2022 · 0 repositories · arXiv:2207.09258
• DASS: Differentiable Architecture Search for Sparse neural networks
  14 Jul 2022 · 1 repository · arXiv:2207.06968
• On the Robustness and Anomaly Detection of Sparse Neural Networks
  9 Jul 2022 · 0 repositories · arXiv:2207.04227
• A Support Vector Model of Pruning Trees Evaluation Based on OTSU Algorithm
  8 Jul 2022 · 0 repositories · arXiv:2207.03638
• Pruning Early Exit Networks
  8 Jul 2022 · 0 repositories · arXiv:2207.03644
• SInGE: Sparsity via Integrated Gradients Estimation of Neuron Relevance
  8 Jul 2022 · 0 repositories · arXiv:2207.04089
• SuperTickets: Drawing Task-Agnostic Lottery Tickets from Supernets via Jointly Architecture Searching and Parameter Pruning
  8 Jul 2022 · 1 repository · arXiv:2207.03677
  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)
• False Negative Reduction in Semantic Segmentation under Domain Shift using Depth Estimation
  7 Jul 2022 · 1 repository · arXiv:2207.03513
• Efficient Pruning for Machine Learning Under Homomorphic Encryption
  7 Jul 2022 · 0 repositories · arXiv:2207.03384
• Deep Learning approach for Classifying Trusses and Runners of Strawberries
  6 Jul 2022 · 0 repositories · arXiv:2207.02721
• Gender Biases and Where to Find Them: Exploring Gender Bias in Pre-Trained Transformer-based Language Models Using Movement Pruning
  6 Jul 2022 · 1 repository · arXiv:2207.02463
• Network Pruning via Feature Shift Minimization
  6 Jul 2022 · 1 repository · arXiv:2207.02632
• Rank-Based Filter Pruning for Real-Time UAV Tracking
  5 Jul 2022 · 0 repositories · arXiv:2207.01768
• Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game
  4 Jul 2022 · 0 repositories · arXiv:2207.01211
• CPrune: Compiler-Informed Model Pruning for Efficient Target-Aware DNN Execution
  4 Jul 2022 · 1 repository · arXiv:2207.01260
• Exploring Lottery Ticket Hypothesis in Spiking Neural Networks
  4 Jul 2022 · 1 repository · arXiv:2207.01382
• Probing via Prompting
  4 Jul 2022 · 1 repository · arXiv:2207.01736
• Quantum Neural Network Compression
  4 Jul 2022 · 0 repositories · arXiv:2207.01578
• PrUE: Distilling Knowledge from Sparse Teacher Networks
  3 Jul 2022 · 1 repository · arXiv:2207.00586
• A Structured Sparse Neural Network and Its Matrix Calculations Algorithm
  2 Jul 2022 · 0 repositories · arXiv:2207.00903
• Efficient Adversarial Training With Data Pruning
  1 Jul 2022 · 0 repositories · arXiv:2207.00694
• Studying the impact of magnitude pruning on contrastive learning methods
  1 Jul 2022 · 1 repository · arXiv:2207.00200
• Sparse Periodic Systolic Dataflow for Lowering Latency and Power Dissipation of Convolutional Neural Network Accelerators
  30 Jun 2022 · 0 repositories · arXiv:2207.00068
• The Topological BERT: Transforming Attention into Topology for Natural Language Processing
  30 Jun 2022 · 0 repositories · arXiv:2206.15195
• Beyond neural scaling laws: beating power law scaling via data pruning
  29 Jun 2022 · 3 repositories · arXiv:2206.14486
• Cut Inner Layers: A Structured Pruning Strategy for Efficient U-Net GANs
  29 Jun 2022 · 0 repositories · arXiv:2206.14658
• The Lighter The Better: Rethinking Transformers in Medical Image Segmentation Through Adaptive Pruning
  29 Jun 2022 · 1 repository · arXiv:2206.14413
• Deep Neural Networks pruning via the Structured Perspective Regularization
  28 Jun 2022 · 0 repositories · arXiv:2206.14056
• No imputation without representation
  28 Jun 2022 · 0 repositories · arXiv:2206.14254
• Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization (SCOPE)
  28 Jun 2022 · 0 repositories · arXiv:2206.14261
• Fast sequence to graph alignment using the graph wavefront algorithm
  27 Jun 2022 · 1 repository · arXiv:2206.13574
• Training Your Sparse Neural Network Better with Any Mask
  26 Jun 2022 · 1 repository · arXiv:2206.12755
• PLATON: Pruning Large Transformer Models with Upper Confidence Bound of Weight Importance
  25 Jun 2022 · 1 repository · arXiv:2206.12562
  Syntology official (archive's flag): 1 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Pruned RNN-T for fast, memory-efficient ASR training
  23 Jun 2022 · 0 repositories · arXiv:2206.13236
• An Automatic and Efficient BERT Pruning for Edge AI Systems
  21 Jun 2022 · 0 repositories · arXiv:2206.10461
• Memory-Efficient Learned Image Compression with Pruned Hyperprior Module
  21 Jun 2022 · 0 repositories · arXiv:2206.10083
• Winning the Lottery Ahead of Time: Efficient Early Network Pruning
  21 Jun 2022 · 1 repository · arXiv:2206.10451
  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)
• Augmented Imagefication: A Data-driven Fault Detection Method for Aircraft Air Data Sensors
  18 Jun 2022 · 0 repositories · arXiv:2206.09055
• Sparse Double Descent: Where Network Pruning Aggravates Overfitting
  17 Jun 2022 · 1 repository · arXiv:2206.08684
• Asymptotic Soft Cluster Pruning for Deep Neural Networks
  16 Jun 2022 · 0 repositories · arXiv:2206.08186
• "Understanding Robustness Lottery": A Geometric Visual Comparative Analysis of Neural Network Pruning Approaches
  16 Jun 2022 · 0 repositories · arXiv:2206.07918
• Can pruning improve certified robustness of neural networks?
  15 Jun 2022 · 1 repository · arXiv:2206.07311
• Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
  15 Jun 2022 · 0 repositories · arXiv:2206.07422
• Hardening DNNs against Transfer Attacks during Network Compression using Greedy Adversarial Pruning
  15 Jun 2022 · 1 repository · arXiv:2206.07406
• Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness
  15 Jun 2022 · 1 repository · arXiv:2206.07839
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Structured Sparsity Learning for Efficient Video Super-Resolution
  15 Jun 2022 · 1 repository · arXiv:2206.07687
• VoxGRAF: Fast 3D-Aware Image Synthesis with Sparse Voxel Grids
  15 Jun 2022 · 1 repository · arXiv:2206.07695
  Syntology official (archive's flag): 17 ran · 17 ran (of which 0 constructed an object rather than computing a result; 15 with no instrument failure: 4 honoured, 0 violated, 11 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 18 harvested samples) · 6 pointer-only (licence)
• Atrial Fibrillation Detection Using Weight-Pruned, Log-Quantised Convolutional Neural Networks
  14 Jun 2022 · 0 repositories · arXiv:2206.07649
• Zeroth-Order Topological Insights into Iterative Magnitude Pruning
  14 Jun 2022 · 1 repository · arXiv:2206.06563
  Syntology 2 ran (of which 2 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; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
• Energy Consumption Analysis of pruned Semantic Segmentation Networks on an Embedded GPU
  13 Jun 2022 · 1 repository · arXiv:2206.06255
• Leveraging Structured Pruning of Convolutional Neural Networks
  13 Jun 2022 · 1 repository · arXiv:2206.06247
• PAC-Net: A Model Pruning Approach to Inductive Transfer Learning
  12 Jun 2022 · 0 repositories · arXiv:2206.05703
• A Theoretical Understanding of Neural Network Compression from Sparse Linear Approximation
  11 Jun 2022 · 0 repositories · arXiv:2206.05604
• A General Framework For Proving The Equivariant Strong Lottery Ticket Hypothesis
  9 Jun 2022 · 0 repositories · arXiv:2206.04270
• DiSparse: Disentangled Sparsification for Multitask Model Compression
  9 Jun 2022 · 1 repository · arXiv:2206.04662
  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) · 4 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• HideNseek: Federated Lottery Ticket via Server-side Pruning and Sign Supermask
  9 Jun 2022 · 0 repositories · arXiv:2206.04385
• Towards Target Sequential Rules
  9 Jun 2022 · 0 repositories · arXiv:2206.04728
• Neural Network Compression via Effective Filter Analysis and Hierarchical Pruning
  7 Jun 2022 · 0 repositories · arXiv:2206.03596
• Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
  7 Jun 2022 · 0 repositories · arXiv:2206.02976
• PROMISSING: Pruning Missing Values in Neural Networks
  3 Jun 2022 · 0 repositories · arXiv:2206.01640
• DepthShrinker: A New Compression Paradigm Towards Boosting Real-Hardware Efficiency of Compact Neural Networks
  2 Jun 2022 · 2 repositories · arXiv:2206.00843
  Syntology official (archive's flag): 13 ran · 13 ran (of which 3 constructed an object rather than computing a result; 9 with no instrument failure: 5 honoured, 1 violated, 3 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 15 harvested samples) · 15 pointer-only (licence)
• Lottery Tickets on a Data Diet: Finding Initializations with Sparse Trainable Networks
  2 Jun 2022 · 1 repository · arXiv:2206.01278
  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) · 0 unverified (of 1 harvested sample)
• Pruning-as-Search: Efficient Neural Architecture Search via Channel Pruning and Structural Reparameterization
  2 Jun 2022 · 1 repository · arXiv:2206.01198
  Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)