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Network Pruning

Papers archive 2025-07-28

archive papers tagged: 534 · with a code link: 239 · where Syntology ran a sample: 83 (65 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (83 of 534 tagged: 65 with a run with no instrument failure, 18 where every run was a failure of Syntology's instrument)

Page 5 of 6: papers 401 to 500 of 534, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Connection Sensitivity Matters for Training-free DARTS: From Architecture-Level Scoring to Operation-Level Sensitivity Analysis
  22 Jun 2021 0 repositories listed
• Cogradient Descent for Dependable Learning
  20 Jun 2021 0 repositories listed
• Heterogeneous Federated Learning using Dynamic Model Pruning and Adaptive Gradient
  13 Jun 2021 0 repositories listed
• Dynamic Probabilistic Pruning: A general framework for hardware-constrained pruning at different granularities
  26 May 2021 0 repositories listed
• A Probabilistic Approach to Neural Network Pruning
  20 May 2021 0 repositories listed
• Troubleshooting Blind Image Quality Models in the Wild
  14 May 2021 0 repositories listed
• Dynamical Isometry: The Missing Ingredient for Neural Network Pruning
  12 May 2021 0 repositories listed
• Post-training deep neural network pruning via layer-wise calibration
  30 Apr 2021 0 repositories listed
• Convolutional Neural Network Pruning with Structural Redundancy Reduction
  8 Apr 2021 0 repositories listed
• Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning
  19 Mar 2021 0 repositories listed
• Understanding Diversity Based Neural Network Pruning in Teacher Student Setup
  4 Mar 2021 0 repositories listed
• Knowledge Distillation Circumvents Nonlinearity for Optical Convolutional Neural Networks
  26 Feb 2021 0 repositories listed
• Multi-Task Network Pruning and Embedded Optimization for Real-time Deployment in ADAS
  19 Jan 2021 0 repositories listed
• Network Automatic Pruning: Start NAP and Take a Nap
  17 Jan 2021 0 repositories listed
• Single-path Bit Sharing for Automatic Loss-aware Model Compression
  13 Jan 2021 0 repositories listed
• CAP-Context-Aware-Pruning-for-Semantic-Segmentation
  6 Jan 2021 0 repositories listed
• CAP: Context-Aware Pruning for Semantic-Segmentation
  6 Jan 2021 0 repositories listed
• Extract Local Inference Chains of Deep Neural Nets
  1 Jan 2021 0 repositories listed
• Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning
  1 Jan 2021 0 repositories listed
• On the Decision Boundaries of Neural Networks. A Tropical Geometry Perspective
  1 Jan 2021 0 repositories listed
• On the Landscape of Sparse Linear Networks
  1 Jan 2021 0 repositories listed
• Rapid Neural Pruning for Novel Datasets with Set-based Task-Adaptive Meta-Pruning
  1 Jan 2021 0 repositories listed
• Waste not, Want not: All-Alive Pruning for Extremely Sparse Networks
  1 Jan 2021 0 repositories listed
• When Are Neural Pruning Approximation Bounds Useful?
  1 Jan 2021 0 repositories listed
• Spectral Analysis for Semantic Segmentation with Applications on Feature Truncation and Weak Annotation
  28 Dec 2020 0 repositories listed
• Enabling Retrain-free Deep Neural Network Pruning using Surrogate Lagrangian Relaxation
  18 Dec 2020 0 repositories listed
• Hierarchical Human Action Classification with Network Pruning
  7 Dec 2020 0 repositories listed
• NPAS: A Compiler-aware Framework of Unified Network Pruning and Architecture Search for Beyond Real-Time Mobile Acceleration
  1 Dec 2020 0 repositories listed
• EdgeBERT: Sentence-Level Energy Optimizations for Latency-Aware Multi-Task NLP Inference
  28 Nov 2020 0 repositories listed
• Auto Graph Encoder-Decoder for Neural Network Pruning
  25 Nov 2020 0 repositories listed
• Automated Model Compression by Jointly Applied Pruning and Quantization
  12 Nov 2020 0 repositories listed
• Channel Planting for Deep Neural Networks using Knowledge Distillation
  4 Nov 2020 0 repositories listed
• Fusion-Catalyzed Pruning for Optimizing Deep Learning on Intelligent Edge Devices
  30 Oct 2020 0 repositories listed
• Differentiable Channel Sparsity Search via Weight Sharing within Filters
  28 Oct 2020 0 repositories listed
• ExPAN(N)D: Exploring Posits for Efficient Artificial Neural Network Design in FPGA-based Systems
  24 Oct 2020 0 repositories listed
• MARS: Multi-macro Architecture SRAM CIM-Based Accelerator with Co-designed Compressed Neural Networks
  24 Oct 2020 0 repositories listed
• AutoPruning for Deep Neural Network with Dynamic Channel Masking
  22 Oct 2020 0 repositories listed
• Softer Pruning, Incremental Regularization
  19 Oct 2020 0 repositories listed
• Coarse and fine-grained automatic cropping deep convolutional neural network
  13 Oct 2020 0 repositories listed
• Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework
  10 Oct 2020 0 repositories listed
• Comprehensive Online Network Pruning via Learnable Scaling Factors
  6 Oct 2020 0 repositories listed
• A Survey on Deep Neural Network Compression: Challenges, Overview, and Solutions
  5 Oct 2020 0 repositories listed
• On the Landscape of One-hidden-layer Sparse Networks and Beyond
  16 Sep 2020 0 repositories listed
• On the use of local structural properties for improving the efficiency of hierarchical community detection methods
  15 Sep 2020 0 repositories listed
• Achieving Adversarial Robustness via Sparsity
  11 Sep 2020 0 repositories listed
• Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN
  11 Sep 2020 0 repositories listed
• Prune Responsibly
  10 Sep 2020 0 repositories listed
• SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference
  26 Aug 2020 0 repositories listed
• RARTS: An Efficient First-Order Relaxed Architecture Search Method
  10 Aug 2020 0 repositories listed
• Hierarchical Action Classification with Network Pruning
  30 Jul 2020 0 repositories listed
• Optimizing Memory Placement using Evolutionary Graph Reinforcement Learning
  14 Jul 2020 0 repositories listed
• Meta-Learning with Network Pruning
  7 Jul 2020 0 repositories listed
• Weight-dependent Gates for Network Pruning
  4 Jul 2020 0 repositories listed
• Rapid Structural Pruning of Neural Networks with Set-based Task-Adaptive Meta-Pruning
  22 Jun 2020 0 repositories listed
• Cogradient Descent for Bilinear Optimization
  16 Jun 2020 0 repositories listed
• dagger: A Python Framework for Reproducible Machine Learning Experiment Orchestration
  12 Jun 2020 0 repositories listed
• ADMP: An Adversarial Double Masks Based Pruning Framework For Unsupervised Cross-Domain Compression
  7 Jun 2020 0 repositories listed
• A Feature-map Discriminant Perspective for Pruning Deep Neural Networks
  28 May 2020 0 repositories listed
• Bayesian Neural Networks at Scale: A Performance Analysis and Pruning Study
  23 May 2020 0 repositories listed
• Pruning coupled with learning, ensembles of minimal neural networks, and future of XAI
  13 May 2020 0 repositories listed
• Compact Neural Representation Using Attentive Network Pruning
  10 May 2020 0 repositories listed
• GPU Acceleration of Sparse Neural Networks
  9 May 2020 0 repositories listed
• Streamlining Tensor and Network Pruning in PyTorch
  28 Apr 2020 0 repositories listed
• Composition of Saliency Metrics for Channel Pruning with a Myopic Oracle
  3 Apr 2020 0 repositories listed
• Understanding the Effects of Data Parallelism and Sparsity on Neural Network Training
  25 Mar 2020 0 repositories listed Syntology 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) · 0 unverified (of 1 harvested sample)
• Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images
  18 Mar 2020 0 repositories listed
• Verification of Neural Networks: Enhancing Scalability through Pruning
  17 Mar 2020 0 repositories listed
• Adaptive Neural Connections for Sparsity Learning
  5 Mar 2020 0 repositories listed
• Joint Device-Edge Inference over Wireless Links with Pruning
  4 Mar 2020 0 repositories listed
• Privacy-preserving Learning via Deep Net Pruning
  4 Mar 2020 0 repositories listed
• On the Decision Boundaries of Neural Networks: A Tropical Geometry Perspective
  20 Feb 2020 0 repositories listed
• Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs
  20 Feb 2020 0 repositories listed
• Network Pruning via Annealing and Direct Sparsity Control
  11 Feb 2020 0 repositories listed
• Convolutional Neural Network Pruning Using Filter Attenuation
  9 Feb 2020 0 repositories listed
• Activation Density driven Energy-Efficient Pruning in Training
  7 Feb 2020 0 repositories listed
• Progressive Local Filter Pruning for Image Retrieval Acceleration
  24 Jan 2020 0 repositories listed
• Pruning CNN's with linear filter ensembles
  22 Jan 2020 0 repositories listed
• A "Network Pruning Network" Approach to Deep Model Compression
  15 Jan 2020 0 repositories listed
• On Iterative Neural Network Pruning, Reinitialization, and the Similarity of Masks
  14 Jan 2020 0 repositories listed
• Resource-Efficient Neural Networks for Embedded Systems
  7 Jan 2020 0 repositories listed
• MaskConvNet: Training Efficient ConvNets from Scratch via Budget-constrained Filter Pruning
  1 Jan 2020 0 repositories listed
• Network Pruning by Greedy Subnetwork Selection
  1 Jan 2020 0 repositories listed
• DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration
  21 Dec 2019 0 repositories listed
• Explicit Group Sparse Projection with Applications to Deep Learning and NMF
  9 Dec 2019 0 repositories listed
• Ultrafast Photorealistic Style Transfer via Neural Architecture Search
  5 Dec 2019 0 repositories listed
• One-Shot Pruning of Recurrent Neural Networks by Jacobian Spectrum Evaluation
  30 Nov 2019 0 repositories listed
• Improving Feature Attribution through Input-specific Network Pruning
  25 Nov 2019 0 repositories listed
• DARB: A Density-Aware Regular-Block Pruning for Deep Neural Networks
  19 Nov 2019 0 repositories listed
• Iteratively Training Look-Up Tables for Network Quantization
  12 Nov 2019 0 repositories listed
• Cross-Channel Intragroup Sparsity Neural Network
  26 Oct 2019 0 repositories listed
• Self-Adaptive Network Pruning
  20 Oct 2019 0 repositories listed
• Privacy Preserving Stochastic Channel-Based Federated Learning with Neural Network Pruning
  4 Oct 2019 0 repositories listed
• ConfusionFlow: A model-agnostic visualization for temporal analysis of classifier confusion
  2 Oct 2019 0 repositories listed
• Finding Deep Local Optima Using Network Pruning
  25 Sep 2019 0 repositories listed
• Meta-Learning with Network Pruning for Overfitting Reduction
  25 Sep 2019 0 repositories listed
• Network Pruning for Low-Rank Binary Index
  25 Sep 2019 0 repositories listed
• On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective
  25 Sep 2019 0 repositories listed
• Selective Brain Damage: Measuring the Disparate Impact of Model Pruning
  25 Sep 2019 0 repositories listed
• Defeating Misclassification Attacks Against Transfer Learning
  29 Aug 2019 0 repositories listed
• Architecture-aware Network Pruning for Vision Quality Applications
  5 Aug 2019 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.