Methods › General › Model Compression › Pruning › Papers, page 23

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 23 of 39: papers 2,201 to 2,300 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.

• Searching for COMETINHO: The Little Metric That Could
  1 Jun 2022 · 0 repositories
• ForestPrune: Compact Depth-Controlled Tree Ensembles
  31 May 2022 · 0 repositories · arXiv:2206.00128
• ViNNPruner: Visual Interactive Pruning for Deep Learning
  31 May 2022 · 1 repository · arXiv:2205.15731
• Edge YOLO: Real-Time Intelligent Object Detection System Based on Edge-Cloud Cooperation in Autonomous Vehicles
  30 May 2022 · 0 repositories · arXiv:2205.14942
• Gator: Customizable Channel Pruning of Neural Networks with Gating
  30 May 2022 · 1 repository · arXiv:2205.15404
• Prune and distill: similar reformatting of image information along rat visual cortex and deep neural networks
  27 May 2022 · 0 repositories · arXiv:2205.13816
• Towards Communication-Learning Trade-off for Federated Learning at the Network Edge
  27 May 2022 · 0 repositories · arXiv:2205.14271
• FCN-Pose: A Pruned and Quantized CNN for Robot Pose Estimation for Constrained Devices
  26 May 2022 · 0 repositories · arXiv:2205.13272
• Pruning has a disparate impact on model accuracy
  26 May 2022 · 0 repositories · arXiv:2205.13574
• Sparse*BERT: Sparse Models Generalize To New tasks and Domains
  25 May 2022 · 0 repositories · arXiv:2205.12452
  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)
• Train Flat, Then Compress: Sharpness-Aware Minimization Learns More Compressible Models
  25 May 2022 · 0 repositories · arXiv:2205.12694
• Compression-aware Training of Neural Networks using Frank-Wolfe
  24 May 2022 · 1 repository · arXiv:2205.11921
• Quarantine: Sparsity Can Uncover the Trojan Attack Trigger for Free
  24 May 2022 · 1 repository · arXiv:2205.11819
  Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• UNet#: A UNet-like Redesigning Skip Connections for Medical Image Segmentation
  24 May 2022 · 0 repositories · arXiv:2205.11759
• Neural Subgraph Explorer: Reducing Noisy Information via Target-Oriented Syntax Graph Pruning
  23 May 2022 · 0 repositories · arXiv:2205.10970
• OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization
  23 May 2022 · 0 repositories · arXiv:2205.11141
• The Importance of Being Parameters: An Intra-Distillation Method for Serious Gains
  23 May 2022 · 1 repository · arXiv:2205.11416
• InDistill: Information flow-preserving knowledge distillation for model compression
  20 May 2022 · 1 repository · arXiv:2205.10003
• A Rule Search Framework for the Early Identification of Chronic Emergency Homeless Shelter Clients
  19 May 2022 · 0 repositories · arXiv:2205.09883
• Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking
  19 May 2022 · 1 repository · arXiv:2205.09638
• Dataset Pruning: Reducing Training Data by Examining Generalization Influence
  19 May 2022 · 0 repositories · arXiv:2205.09329
• Hyperparameter Optimization with Neural Network Pruning
  18 May 2022 · 0 repositories · arXiv:2205.08695
• Deep neural networks with dependent weights: Gaussian Process mixture limit, heavy tails, sparsity and compressibility
  17 May 2022 · 1 repository · arXiv:2205.08187
• Dimensionality Reduced Training by Pruning and Freezing Parts of a Deep Neural Network, a Survey
  17 May 2022 · 0 repositories · arXiv:2205.08099
• M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems
  17 May 2022 · 0 repositories · arXiv:2205.08084
• Recovering Private Text in Federated Learning of Language Models
  17 May 2022 · 1 repository · arXiv:2205.08514
  Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples)
• Analyzing Lottery Ticket Hypothesis from PAC-Bayesian Theory Perspective
  15 May 2022 · 0 repositories · arXiv:2205.07320
• Neural Network-based OFDM Receiver for Resource Constrained IoT Devices
  12 May 2022 · 0 repositories · arXiv:2205.06159
• Revisiting Random Channel Pruning for Neural Network Compression
  11 May 2022 · 1 repository · arXiv:2205.05676
• Robust Learning of Parsimonious Deep Neural Networks
  10 May 2022 · 0 repositories · arXiv:2205.04650
• Serving and Optimizing Machine Learning Workflows on Heterogeneous Infrastructures
  10 May 2022 · 0 repositories · arXiv:2205.04713
• Task-specific Compression for Multi-task Language Models using Attribution-based Pruning
  9 May 2022 · 0 repositories · arXiv:2205.04157
• Informed Steiner Trees: Sampling and Pruning for Multi-Goal Path Finding in High Dimensions
  9 May 2022 · 0 repositories · arXiv:2205.04548
• Automatic Block-wise Pruning with Auxiliary Gating Structures for Deep Convolutional Neural Networks
  7 May 2022 · 0 repositories · arXiv:2205.03602
• Symphony: Learning Realistic and Diverse Agents for Autonomous Driving Simulation
  6 May 2022 · 0 repositories · arXiv:2205.03195
• Convolutional and Residual Networks Provably Contain Lottery Tickets
  4 May 2022 · 0 repositories · arXiv:2205.02343
• Domino Saliency Metrics: Improving Existing Channel Saliency Metrics with Structural Information
  4 May 2022 · 0 repositories · arXiv:2205.02131
• Semi-Supervised Cascaded Clustering for Classification of Noisy Label Data
  4 May 2022 · 0 repositories · arXiv:2205.02209
• Compact Neural Networks via Stacking Designed Basic Units
  3 May 2022 · 0 repositories · arXiv:2205.01508
• Self-focusing virtual screening with active design space pruning
  3 May 2022 · 2 repositories · arXiv:2205.01753
  Syntology official (archive's flag): 12 ran · 12 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; 5 where Syntology's instrument failed) · 0 unverified (of 12 harvested samples)
• Ensemble pruning via an integer programming approach with diversity constraints
  2 May 2022 · 0 repositories · arXiv:2205.01088
• Zebra: Memory Bandwidth Reduction for CNN Accelerators With Zero Block Regularization of Activation Maps
  2 May 2022 · 0 repositories · arXiv:2205.00779
• Channel Pruned YOLOv5-based Deep Learning Approach for Rapid and Accurate Outdoor Obstacles Detection
  27 Apr 2022 · 0 repositories · arXiv:2204.13699
• Attentive Fine-Grained Structured Sparsity for Image Restoration
  26 Apr 2022 · 1 repository · arXiv:2204.12266
  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)
• Federated Progressive Sparsification (Purge, Merge, Tune)+
  26 Apr 2022 · 0 repositories · arXiv:2204.12430
• Enable Deep Learning on Mobile Devices: Methods, Systems, and Applications
  25 Apr 2022 · 0 repositories · arXiv:2204.11786
• FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
  25 Apr 2022 · 0 repositories · arXiv:2204.11536
• Boosting Pruned Networks with Linear Over-parameterization
  25 Apr 2022 · 0 repositories · arXiv:2204.11444
• Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training
  24 Apr 2022 · 1 repository · arXiv:2204.11218
• Exploring Negatives in Contrastive Learning for Unpaired Image-to-Image Translation
  23 Apr 2022 · 0 repositories · arXiv:2204.11018
• Depth Pruning with Auxiliary Networks for TinyML
  22 Apr 2022 · 1 repository · arXiv:2204.10546
• Searching Intrinsic Dimensions of Vision Transformers
  16 Apr 2022 · 0 repositories · arXiv:2204.07722
• End-to-End Sensitivity-Based Filter Pruning
  15 Apr 2022 · 0 repositories · arXiv:2204.07412
• Efficient Cluster-Based k-Nearest-Neighbor Machine Translation
  13 Apr 2022 · 2 repositories · arXiv:2204.06175
  Syntology community repositories only · 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) · 2 unverified (of 6 harvested samples)
• Receding Neuron Importances for Structured Pruning
  13 Apr 2022 · 0 repositories · arXiv:2204.06404
• Compact Model Training by Low-Rank Projection with Energy Transfer
  12 Apr 2022 · 1 repository · arXiv:2204.05566
• Neural Network Pruning by Cooperative Coevolution
  12 Apr 2022 · 0 repositories · arXiv:2204.05639
• Regularization-based Pruning of Irrelevant Weights in Deep Neural Architectures
  11 Apr 2022 · 1 repository · arXiv:2204.04977
• Channel Pruning In Quantization-aware Training: An Adaptive Projection-gradient Descent-shrinkage-splitting Method
  9 Apr 2022 · 0 repositories · arXiv:2204.04375
• Single-shot Embedding Dimension Search in Recommender System
  7 Apr 2022 · 0 repositories · arXiv:2204.03281
• Masking Adversarial Damage: Finding Adversarial Saliency for Robust and Sparse Network
  6 Apr 2022 · 1 repository · arXiv:2204.02738
  Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Probing Structured Pruning on Multilingual Pre-trained Models: Settings, Algorithms, and Efficiency
  6 Apr 2022 · 0 repositories · arXiv:2204.02601
• SD-Conv: Towards the Parameter-Efficiency of Dynamic Convolution
  5 Apr 2022 · 0 repositories · arXiv:2204.02227
• Aligned Weight Regularizers for Pruning Pretrained Neural Networks
  4 Apr 2022 · 0 repositories · arXiv:2204.01385
• REM: Routing Entropy Minimization for Capsule Networks
  4 Apr 2022 · 0 repositories · arXiv:2204.01298
• Supervised Robustness-preserving Data-free Neural Network Pruning
  2 Apr 2022 · 1 repository · arXiv:2204.00783
• i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems
  1 Apr 2022 · 1 repository · arXiv:2204.00281
• Structured Pruning Learns Compact and Accurate Models
  1 Apr 2022 · 2 repositories · arXiv:2204.00408
  Syntology official (archive's flag): 1 ran · 9 ran (of which 7 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 10 pointer-only (licence)
• PADA: Pruning Assisted Domain Adaptation for Self-Supervised Speech Representations
  31 Mar 2022 · 1 repository · arXiv:2203.16965
  Syntology official (archive's flag): 1 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)
• TextPruner: A Model Pruning Toolkit for Pre-Trained Language Models
  30 Mar 2022 · 0 repositories · arXiv:2203.15996
• A Fast Post-Training Pruning Framework for Transformers
  29 Mar 2022 · 2 repositories · arXiv:2204.09656
  Syntology official (archive's flag): 1 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• A Passive Similarity based CNN Filter Pruning for Efficient Acoustic Scene Classification
  29 Mar 2022 · 1 repository · arXiv:2203.15751
• CHEX: CHannel EXploration for CNN Model Compression
  29 Mar 2022 · 1 repository · arXiv:2203.15794
  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) · 3 pointer-only (licence)
• LightHuBERT: Lightweight and Configurable Speech Representation Learning with Once-for-All Hidden-Unit BERT
  29 Mar 2022 · 1 repository · arXiv:2203.15610
  Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• A Fast and Efficient Conditional Learning for Tunable Trade-Off between Accuracy and Robustness
  28 Mar 2022 · 0 repositories · arXiv:2204.00426
• Enhancing Transformer Efficiency for Multivariate Time Series Classification
  28 Mar 2022 · 0 repositories · arXiv:2203.14472
• Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks
  28 Mar 2022 · 1 repository · arXiv:2203.14768
• On the Neural Tangent Kernel Analysis of Randomly Pruned Neural Networks
  27 Mar 2022 · 0 repositories · arXiv:2203.14328
• AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning
  26 Mar 2022 · 0 repositories · arXiv:2203.14169
• Lightweight Graph Convolutional Networks with Topologically Consistent Magnitude Pruning
  25 Mar 2022 · 0 repositories · arXiv:2203.13616
• Searching for Network Width with Bilaterally Coupled Network
  25 Mar 2022 · 1 repository · arXiv:2203.13714
• Vision Transformer Compression with Structured Pruning and Low Rank Approximation
  25 Mar 2022 · 0 repositories · arXiv:2203.13444
• SSGCNet: A Sparse Spectra Graph Convolutional Network for Epileptic EEG Signal Classification
  24 Mar 2022 · 0 repositories · arXiv:2203.12910
• Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question Answering
  24 Mar 2022 · 1 repository · arXiv:2203.12814
• Exploring Linear Feature Disentanglement For Neural Networks
  22 Mar 2022 · 0 repositories · arXiv:2203.11700
• Minimum Variance Unbiased N:M Sparsity for the Neural Gradients
  21 Mar 2022 · 0 repositories · arXiv:2203.10991
• Delta Keyword Transformer: Bringing Transformers to the Edge through Dynamically Pruned Multi-Head Self-Attention
  20 Mar 2022 · 0 repositories · arXiv:2204.03479
• Representative Subset Selection for Efficient Fine-Tuning in Self-Supervised Speech Recognition
  18 Mar 2022 · 0 repositories · arXiv:2203.09829
• Developing a Successful Bomberman Agent
  17 Mar 2022 · 0 repositories · arXiv:2203.09608
• Complexity Reduction of Learned In-Loop Filtering in Video Coding
  16 Mar 2022 · 0 repositories · arXiv:2203.08650
• PPCD-GAN: Progressive Pruning and Class-Aware Distillation for Large-Scale Conditional GANs Compression
  16 Mar 2022 · 0 repositories · arXiv:2203.08456
• Interspace Pruning: Using Adaptive Filter Representations to Improve Training of Sparse CNNs
  15 Mar 2022 · 0 repositories · arXiv:2203.07808
• Learning to Optimize Resource Assignment for Task Offloading in Mobile Edge Computing
  15 Mar 2022 · 0 repositories · arXiv:2203.09954
• Unified Visual Transformer Compression
  15 Mar 2022 · 1 repository · arXiv:2203.08243
  Syntology official (archive's flag): 7 ran · 9 ran (of which 3 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 1 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 16 harvested samples) · 3 pointer-only (licence)
• The Optimal BERT Surgeon: Scalable and Accurate Second-Order Pruning for Large Language Models
  14 Mar 2022 · 1 repository · arXiv:2203.07259
• A Proposal to Study "Is High Quality Data All We Need?"
  12 Mar 2022 · 0 repositories · arXiv:2203.06404
• Towards On-Device AI and Blockchain for 6G enabled Agricultural Supply-chain Management
  12 Mar 2022 · 0 repositories · arXiv:2203.06465
• Cross-Layer Approximation For Printed Machine Learning Circuits
  11 Mar 2022 · 1 repository · arXiv:2203.05915
• Ensemble plasticity and network adaptability in SNNs
  11 Mar 2022 · 0 repositories · arXiv:2203.07039
• Improve Convolutional Neural Network Pruning by Maximizing Filter Variety
  11 Mar 2022 · 0 repositories · arXiv:2203.05807