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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 4 of 6: papers 301 to 400 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.

• Unveiling Invariances via Neural Network Pruning
  15 Sep 2023 0 repositories listed
• Ensemble Mask Networks
  12 Sep 2023 0 repositories listed
• Adaptive Consensus: A network pruning approach for decentralized optimization
  6 Sep 2023 0 repositories listed
• To prune or not to prune : A chaos-causality approach to principled pruning of dense neural networks
  19 Aug 2023 0 repositories listed
• Pruning a neural network using Bayesian inference
  4 Aug 2023 0 repositories listed
• Accurate Neural Network Pruning Requires Rethinking Sparse Optimization
  3 Aug 2023 0 repositories listed
• Model Compression Methods for YOLOv5: A Review
  21 Jul 2023 0 repositories listed
• SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning
  20 Jul 2023 0 repositories listed
• Neural Network Pruning as Spectrum Preserving Process
  18 Jul 2023 0 repositories listed
• Structured Network Pruning by Measuring Filter-wise Interactions
  3 Jul 2023 0 repositories listed
• Low-Rank Prune-And-Factorize for Language Model Compression
  25 Jun 2023 0 repositories listed
• Neural Network Pruning for Real-time Polyp Segmentation
  22 Jun 2023 0 repositories listed
• Representation and decomposition of functions in DAG-DNNs and structural network pruning
  16 Jun 2023 0 repositories listed
• Resource Efficient Neural Networks Using Hessian Based Pruning
  12 Jun 2023 0 repositories listed
• Does a sparse ReLU network training problem always admit an optimum?
  5 Jun 2023 0 repositories listed
• Combining Multi-Objective Bayesian Optimization with Reinforcement Learning for TinyML
  23 May 2023 0 repositories listed
• Layer-adaptive Structured Pruning Guided by Latency
  23 May 2023 0 repositories listed
• Probabilistic Modeling: Proving the Lottery Ticket Hypothesis in Spiking Neural Network
  20 May 2023 0 repositories listed
• Concept-Monitor: Understanding DNN training through individual neurons
  26 Apr 2023 0 repositories listed
• Bias in Pruned Vision Models: In-Depth Analysis and Countermeasures
  25 Apr 2023 0 repositories listed
• Model Pruning Enables Localized and Efficient Federated Learning for Yield Forecasting and Data Sharing
  19 Apr 2023 0 repositories listed
• Network Pruning Spaces
  19 Apr 2023 0 repositories listed
• DIPNet: Efficiency Distillation and Iterative Pruning for Image Super-Resolution
  14 Apr 2023 0 repositories listed
• Surrogate Lagrangian Relaxation: A Path To Retrain-free Deep Neural Network Pruning
  8 Apr 2023 0 repositories listed
• A Multi-objective Complex Network Pruning Framework Based on Divide-and-conquer and Global Performance Impairment Ranking
  28 Mar 2023 0 repositories listed
• Protective Self-Adaptive Pruning to Better Compress DNNs
  21 Mar 2023 0 repositories listed
• Differential Privacy Meets Neural Network Pruning
  8 Mar 2023 0 repositories listed
• Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT
  5 Mar 2023 0 repositories listed
• Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning
  2 Mar 2023 0 repositories listed
• Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
  28 Feb 2023 0 repositories listed
• Less is More: The Influence of Pruning on the Explainability of CNNs
  17 Feb 2023 0 repositories listed
• Certified Invertibility in Neural Networks via Mixed-Integer Programming
  27 Jan 2023 0 repositories listed
• Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions
  19 Jan 2023 0 repositories listed
• Pruning Compact ConvNets for Efficient Inference
  11 Jan 2023 0 repositories listed
• Structural Alignment for Network Pruning through Partial Regularization
  1 Jan 2023 0 repositories listed
• Pruning Before Training May Improve Generalization, Provably
  1 Jan 2023 0 repositories listed
• Towards Fairness-aware Adversarial Network Pruning
  1 Jan 2023 0 repositories listed
• Can We Find Strong Lottery Tickets in Generative Models?
  16 Dec 2022 0 repositories listed
• AP: Selective Activation for De-sparsifying Pruned Neural Networks
  9 Dec 2022 0 repositories listed
• Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks
  9 Dec 2022 0 repositories listed
• Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning
  7 Dec 2022 0 repositories listed
• Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
  6 Dec 2022 0 repositories listed
• Distributed Pruning Towards Tiny Neural Networks in Federated Learning
  5 Dec 2022 0 repositories listed
• LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning
  29 Oct 2022 0 repositories listed
• Energy Consumption of Neural Networks on NVIDIA Edge Boards: an Empirical Model
  4 Oct 2022 0 repositories listed
• Learning ASR pathways: A sparse multilingual ASR model
  13 Sep 2022 0 repositories listed
• One-shot Network Pruning at Initialization with Discriminative Image Patches
  13 Sep 2022 0 repositories listed
• CWP: Instance complexity weighted channel-wise soft masks for network pruning
  8 Sep 2022 0 repositories listed
• Complexity-Driven CNN Compression for Resource-constrained Edge AI
  26 Aug 2022 0 repositories listed
• N2NSkip: Learning Highly Sparse Networks using Neuron-to-Neuron Skip Connections
  7 Aug 2022 0 repositories listed
• Renormalized Sparse Neural Network Pruning
  21 Jun 2022 0 repositories listed
• Distortion-Aware Network Pruning and Feature Reuse for Real-time Video Segmentation
  20 Jun 2022 0 repositories listed
• "Understanding Robustness Lottery": A Geometric Visual Comparative Analysis of Neural Network Pruning Approaches
  16 Jun 2022 0 repositories listed
• Deep Neural Network Pruning for Nuclei Instance Segmentation in Hematoxylin & Eosin-Stained Histological Images
  15 Jun 2022 0 repositories listed
• Neural Network Compression via Effective Filter Analysis and Hierarchical Pruning
  7 Jun 2022 0 repositories listed
• Recall Distortion in Neural Network Pruning and the Undecayed Pruning Algorithm
  7 Jun 2022 0 repositories listed
• Towards Communication-Learning Trade-off for Federated Learning at the Network Edge
  27 May 2022 0 repositories listed
• Pruning has a disparate impact on model accuracy
  26 May 2022 0 repositories listed
• Hyperparameter Optimization with Neural Network Pruning
  18 May 2022 0 repositories listed
• Automatic Block-wise Pruning with Auxiliary Gating Structures for Deep Convolutional Neural Networks
  7 May 2022 0 repositories listed
• Neural Network Pruning by Cooperative Coevolution
  12 Apr 2022 0 repositories listed
• AutoAdversary: A Pixel Pruning Method for Sparse Adversarial Attack
  18 Mar 2022 0 repositories listed
• Improve Convolutional Neural Network Pruning by Maximizing Filter Variety
  11 Mar 2022 0 repositories listed
• A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation
  21 Feb 2022 0 repositories listed
• A Study of Designing Compact Audio-Visual Wake Word Spotting System Based on Iterative Fine-Tuning in Neural Network Pruning
  17 Feb 2022 0 repositories listed
• PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators
  3 Feb 2022 0 repositories listed
• Win the Lottery Ticket via Fourier Analysis: Frequencies Guided Network Pruning
  30 Jan 2022 0 repositories listed
• Why Does DARTS Miss the Target, and How Do We Aim to Fix It?
  17 Jan 2022 0 repositories listed
• Automatic Sparse Connectivity Learning for Neural Networks
  13 Jan 2022 0 repositories listed
• Towards Lightweight Neural Animation : Exploration of Neural Network Pruning in Mixture of Experts-based Animation Models
  11 Jan 2022 0 repositories listed
• Neural Network Optimization for Reinforcement Learning Tasks Using Sparse Computations
  7 Jan 2022 0 repositories listed
• Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning
  6 Jan 2022 0 repositories listed
• Enhanced Exploration in Neural Feature Selection for Deep Click-Through Rate Prediction Models via Ensemble of Gating Layers
  7 Dec 2021 0 repositories listed
• Putting 3D Spatially Sparse Networks on a Diet
  2 Dec 2021 0 repositories listed
• Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory
  1 Dec 2021 0 repositories listed
• A Unified Approach to Coreset Learning
  4 Nov 2021 0 repositories listed
• Learning Pruned Structure and Weights Simultaneously from Scratch: an Attention based Approach
  1 Nov 2021 0 repositories listed
• RGP: Neural Network Pruning through Its Regular Graph Structure
  28 Oct 2021 0 repositories listed
• When to Prune? A Policy towards Early Structural Pruning
  22 Oct 2021 0 repositories listed
• SMOF: Squeezing More Out of Filters Yields Hardware-Friendly CNN Pruning
  21 Oct 2021 0 repositories listed
• Neural Network Pruning Through Constrained Reinforcement Learning
  16 Oct 2021 0 repositories listed
• Differentiable Network Pruning for Microcontrollers
  15 Oct 2021 0 repositories listed
• Compact CNN Models for On-device Ocular-based User Recognition in Mobile Devices
  11 Oct 2021 0 repositories listed
• Automated Channel Pruning with Learned Importance
  29 Sep 2021 0 repositories listed
• Can network pruning benefit deep learning under label noise?
  29 Sep 2021 0 repositories listed
• Efficient Ensembles of Graph Neural Networks
  29 Sep 2021 0 repositories listed
• LEAN: graph-based pruning for convolutional neural networks by extracting longest chains
  29 Sep 2021 0 repositories listed
• Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning
  29 Sep 2021 0 repositories listed
• Network Pruning Optimization by Simulated Annealing Algorithm
  29 Sep 2021 0 repositories listed
• Rethinking Again the Value of Network Pruning -- A Dynamical Isometry Perspective
  29 Sep 2021 0 repositories listed
• Structured Pruning Meets Orthogonality
  29 Sep 2021 0 repositories listed
• Structured Pattern Pruning Using Regularization
  18 Sep 2021 0 repositories listed
• GDP: Stabilized Neural Network Pruning via Gates with Differentiable Polarization
  6 Sep 2021 0 repositories listed
• Multistage Pruning of CNN Based ECG Classifiers for Edge Devices
  31 Aug 2021 0 repositories listed
• New Pruning Method Based on DenseNet Network for Image Classification
  28 Aug 2021 0 repositories listed
• Basis Scaling and Double Pruning for Efficient Inference in Network-Based Transfer Learning
  6 Aug 2021 0 repositories listed
• How much pre-training is enough to discover a good subnetwork?
  31 Jul 2021 0 repositories listed
• Blending Pruning Criteria for Convolutional Neural Networks
  11 Jul 2021 0 repositories listed
• Weight Reparametrization for Budget-Aware Network Pruning
  8 Jul 2021 0 repositories listed
• A Lottery Ticket Hypothesis Framework for Low-Complexity Device-Robust Neural Acoustic Scene Classification
  3 Jul 2021 0 repositories listed