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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 3 of 6: papers 201 to 300 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.

• L-CO-Net: Learned Condensation-Optimization Network for Clinical Parameter Estimation from Cardiac Cine MRI
  21 Apr 2020 1 repository listed
• Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio
  6 Apr 2020 1 repository listed 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference
  30 Mar 2020 1 repository listed
• What is the State of Neural Network Pruning?
  6 Mar 2020 1 repository listed Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
• Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection
  3 Mar 2020 1 repository listed Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Knapsack Pruning with Inner Distillation
  19 Feb 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 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; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Structured Sparsification with Joint Optimization of Group Convolution and Channel Shuffle
  19 Feb 2020 1 repository listed
• Soft Threshold Weight Reparameterization for Learnable Sparsity
  8 Feb 2020 1 repository listed 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) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Filter Sketch for Network Pruning
  23 Jan 2020 1 repository listed 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Quantisation and Pruning for Neural Network Compression and Regularisation
  14 Jan 2020 1 repository listed
• Sparse Weight Activation Training
  7 Jan 2020 1 repository listed Syntology official (archive's flag): 3 ran · 3 ran (of which 3 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) · 1 unverified; every one of the 3 samples that ran constructed an object rather than computing a result (of 4 harvested samples) · 4 pointer-only (licence)
• Discrimination-aware Network Pruning for Deep Model Compression
  4 Jan 2020 1 repository listed Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Pruning by Explaining: A Novel Criterion for Deep Neural Network Pruning
  18 Dec 2019 1 repository listed
• The Search for Sparse, Robust Neural Networks
  5 Dec 2019 1 repository listed 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) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Quantum-Inspired Hamiltonian Monte Carlo for Bayesian Sampling
  4 Dec 2019 1 repository listed
• AutoPrune: Automatic Network Pruning by Regularizing Auxiliary Parameters
  1 Dec 2019 1 repository listed
• Neural Network Pruning with Residual-Connections and Limited-Data
  19 Nov 2019 1 repository listed Syntology 4 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; 4 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Pruning from Scratch
  27 Sep 2019 1 repository listed
• Class-dependent Compression of Deep Neural Networks
  23 Sep 2019 1 repository listed Syntology official (archive's flag): 9 ran · 9 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; 1 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• A Signal Propagation Perspective for Pruning Neural Networks at Initialization
  14 Jun 2019 1 repository listed 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)
• EigenDamage: Structured Pruning in the Kronecker-Factored Eigenbasis
  15 May 2019 1 repository listed 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) · 2 unverified (of 3 harvested samples)
• Progressive Stochastic Binarization of Deep Networks
  3 Apr 2019 1 repository listed
• Adversarial Robustness vs Model Compression, or Both?
  29 Mar 2019 1 repository listed Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• FastDepth: Fast Monocular Depth Estimation on Embedded Systems
  8 Mar 2019 1 repository listed Syntology 7 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; 0 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples)
• Same, Same But Different - Recovering Neural Network Quantization Error Through Weight Factorization
  5 Feb 2019 1 repository listed
• DeepSZ: A Novel Framework to Compress Deep Neural Networks by Using Error-Bounded Lossy Compression
  26 Jan 2019 1 repository listed
• Few Sample Knowledge Distillation for Efficient Network Compression
  5 Dec 2018 1 repository listed
• Neural Rejuvenation: Improving Deep Network Training by Enhancing Computational Resource Utilization
  2 Dec 2018 1 repository listed
• Efficient Structured Pruning and Architecture Searching for Group Convolution
  23 Nov 2018 1 repository listed
• Clustering Convolutional Kernels to Compress Deep Neural Networks
  1 Sep 2018 1 repository listed
• On-Device Neural Language Model Based Word Prediction
  1 Aug 2018 1 repository listed
• Fast Convex Pruning of Deep Neural Networks
  17 Jun 2018 1 repository listed Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• “Learning-Compression” Algorithms for Neural Net Pruning
  1 Jun 2018 1 repository listed
• Channel Gating Neural Networks
  29 May 2018 1 repository listed Syntology 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) · 2 unverified (of 4 harvested samples) · 2 pointer-only (licence)
• Structured Pruning for Efficient ConvNets via Incremental Regularization
  25 Apr 2018 1 repository listed
• A Quantization-Friendly Separable Convolution for MobileNets
  22 Mar 2018 1 repository listed
• Efficient Sparse-Winograd Convolutional Neural Networks
  18 Feb 2018 1 repository listed
• Attention-Based Guided Structured Sparsity of Deep Neural Networks
  13 Feb 2018 1 repository listed
• Structured Pruning of Deep Convolutional Neural Networks
  29 Dec 2015 1 repository listed
• Hyperpruning: Efficient Search through Pruned Variants of Recurrent Neural Networks Leveraging Lyapunov Spectrum
  9 Jun 2025 0 repositories listed
• TSENOR: Highly-Efficient Algorithm for Finding Transposable N:M Sparse Masks
  29 May 2025 0 repositories listed
• Bi-LSTM based Multi-Agent DRL with Computation-aware Pruning for Agent Twins Migration in Vehicular Embodied AI Networks
  9 May 2025 0 repositories listed
• Optimization over Trained (and Sparse) Neural Networks: A Surrogate within a Surrogate
  4 May 2025 0 repositories listed
• Hyperflows: Pruning Reveals the Importance of Weights
  6 Apr 2025 0 repositories listed
• Lipschitz Constant Meets Condition Number: Learning Robust and Compact Deep Neural Networks
  26 Mar 2025 0 repositories listed
• Maximum Redundancy Pruning: A Principle-Driven Layerwise Sparsity Allocation for LLMs
  24 Mar 2025 0 repositories listed
• Finding Stable Subnetworks at Initialization with Dataset Distillation
  23 Mar 2025 0 repositories listed
• Multi-Agent Actor-Critic with Harmonic Annealing Pruning for Dynamic Spectrum Access Systems
  19 Mar 2025 0 repositories listed
• NTP-INT: Network Traffic Prediction-Driven In-band Network Telemetry for High-load Switches
  18 Feb 2025 0 repositories listed
• Signal Collapse in One-Shot Pruning: When Sparse Models Fail to Distinguish Neural Representations
  18 Feb 2025 0 repositories listed
• An Efficient Row-Based Sparse Fine-Tuning
  17 Feb 2025 0 repositories listed
• Automatic Pruning via Structured Lasso with Class-wise Information
  13 Feb 2025 0 repositories listed
• Exploring Neural Network Pruning with Screening Methods
  11 Feb 2025 0 repositories listed
• B-FPGM: Lightweight Face Detection via Bayesian-Optimized Soft FPGM Pruning
  28 Jan 2025 0 repositories listed
• Scalable iterative pruning of large language and vision models using block coordinate descent
  26 Nov 2024 0 repositories listed
• Adapting the Biological SSVEP Response to Artificial Neural Networks
  15 Nov 2024 0 repositories listed
• Complexity-Aware Training of Deep Neural Networks for Optimal Structure Discovery
  14 Nov 2024 0 repositories listed
• Mutual Information Preserving Neural Network Pruning
  31 Oct 2024 0 repositories listed
• Small Contributions, Small Networks: Efficient Neural Network Pruning Based on Relative Importance
  21 Oct 2024 0 repositories listed
• Efficient Multi-Object Tracking on Edge Devices via Reconstruction-Based Channel Pruning
  11 Oct 2024 0 repositories listed
• Personalized Federated Learning for Generative AI-Assisted Semantic Communications
  3 Oct 2024 0 repositories listed
• Aggressive Post-Training Compression on Extremely Large Language Models
  30 Sep 2024 0 repositories listed
• A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs
  22 Aug 2024 0 repositories listed
• Confident magnitude-based neural network pruning
  8 Aug 2024 0 repositories listed
• Mini-batch Coresets for Memory-efficient Training of Large Language Models
  28 Jul 2024 0 repositories listed
• Comprehensive Study on Performance Evaluation and Optimization of Model Compression: Bridging Traditional Deep Learning and Large Language Models
  22 Jul 2024 0 repositories listed
• CCSRP: Robust Pruning of Spiking Neural Networks through Cooperative Coevolution
  18 Jul 2024 0 repositories listed
• Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification
  24 Jun 2024 0 repositories listed
• Finding Task-specific Subnetworks in Multi-task Spoken Language Understanding Model
  18 Jun 2024 0 repositories listed
• Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient
  15 Jun 2024 0 repositories listed
• Effective Subset Selection Through The Lens of Neural Network Pruning
  3 Jun 2024 0 repositories listed
• Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning
  3 Jun 2024 0 repositories listed
• Deep Network Pruning: A Comparative Study on CNNs in Face Recognition
  28 May 2024 0 repositories listed
• A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizations
  23 May 2024 0 repositories listed
• Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models
  3 May 2024 0 repositories listed
• FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity
  15 Apr 2024 0 repositories listed
• Adversarial Robustness of Distilled and Pruned Deep Learning-based Wireless Classifiers
  11 Apr 2024 0 repositories listed
• FedMef: Towards Memory-efficient Federated Dynamic Pruning
  21 Mar 2024 0 repositories listed
• LNPT: Label-free Network Pruning and Training
  19 Mar 2024 0 repositories listed
• Structurally Prune Anything: Any Architecture, Any Framework, Any Time
  3 Mar 2024 0 repositories listed
• SequentialAttention++ for Block Sparsification: Differentiable Pruning Meets Combinatorial Optimization
  27 Feb 2024 0 repositories listed
• Discriminative Adversarial Unlearning
  10 Feb 2024 0 repositories listed
• EPSD: Early Pruning with Self-Distillation for Efficient Model Compression
  31 Jan 2024 0 repositories listed
• Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning
  19 Jan 2024 0 repositories listed
• GD doesn't make the cut: Three ways that non-differentiability affects neural network training
  16 Jan 2024 0 repositories listed
• Block Pruning for Enhanced Efficiency in Convolutional Neural Networks
  28 Dec 2023 0 repositories listed
• Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information
  15 Dec 2023 0 repositories listed
• Neural Architecture Codesign for Fast Bragg Peak Analysis
  10 Dec 2023 0 repositories listed
• Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy
  8 Dec 2023 0 repositories listed
• An End-to-End Network Pruning Pipeline with Sparsity Enforcement
  4 Dec 2023 0 repositories listed
• Robustness-Reinforced Knowledge Distillation with Correlation Distance and Network Pruning
  23 Nov 2023 0 repositories listed
• Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
  21 Nov 2023 0 repositories listed
• Data Augmentations in Deep Weight Spaces
  15 Nov 2023 0 repositories listed
• Brain-Inspired Efficient Pruning: Exploiting Criticality in Spiking Neural Networks
  5 Nov 2023 0 repositories listed
• Importance Estimation with Random Gradient for Neural Network Pruning
  31 Oct 2023 0 repositories listed
• SparseByteNN: A Novel Mobile Inference Acceleration Framework Based on Fine-Grained Group Sparsity
  30 Oct 2023 0 repositories listed
• Linear Mode Connectivity in Sparse Neural Networks
  28 Oct 2023 0 repositories listed
• GraFT: Gradual Fusion Transformer for Multimodal Re-Identification
  25 Oct 2023 0 repositories listed
• Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks
  12 Oct 2023 0 repositories listed
• Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model
  22 Sep 2023 0 repositories listed

Syntology lines on 17 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.