Methods › General › Model Compression › Pruning › Papers, page 20

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 20 of 39: papers 1,901 to 2,000 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.

• HCE: Improving Performance and Efficiency with Heterogeneously Compressed Neural Network Ensemble
  18 Jan 2023 · 0 repositories · arXiv:2301.07794
• FedCliP: Federated Learning with Client Pruning
  17 Jan 2023 · 0 repositories · arXiv:2301.06768
• An information-theoretic branch-and-prune algorithm for discrete phase optimization of RIS in massive MIMO
  16 Jan 2023 · 0 repositories · arXiv:2301.06228
• Machine Learning-Aided Efficient Decoding of Reed-Muller Subcodes
  16 Jan 2023 · 0 repositories · arXiv:2301.06251
• GOHSP: A Unified Framework of Graph and Optimization-based Heterogeneous Structured Pruning for Vision Transformer
  13 Jan 2023 · 0 repositories · arXiv:2301.05345
• Improving Reliability of Spiking Neural Networks through Fault Aware Threshold Voltage Optimization
  12 Jan 2023 · 0 repositories · arXiv:2301.05266
• Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning
  12 Jan 2023 · 2 repositories · arXiv:2301.05219
• Pruning Compact ConvNets for Efficient Inference
  11 Jan 2023 · 0 repositories · arXiv:2301.04502
• Cross-Model Comparative Loss for Enhancing Neuronal Utility in Language Understanding
  10 Jan 2023 · 1 repository · arXiv:2301.03765
• Hypotheses Tree Building for One-Shot Temporal Sentence Localization
  5 Jan 2023 · 0 repositories · arXiv:2301.01871
• Accurate, Low-latency, Efficient SAR Automatic Target Recognition on FPGA
  4 Jan 2023 · 0 repositories · arXiv:2301.01454
• SparseGPT: Massive Language Models Can Be Accurately Pruned in One-Shot
  2 Jan 2023 · 6 repositories · arXiv:2301.00774
  Syntology official (archive's flag): 2 ran · 9 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; 2 where Syntology's instrument failed) · 3 unverified (of 12 harvested samples) · 9 pointer-only (licence)
• AccelIR: Task-Aware Image Compression for Accelerating Neural Restoration
  1 Jan 2023 · 0 repositories
• Adaptive and Background-Aware Vision Transformer for Real-Time UAV Tracking
  1 Jan 2023 · 1 repository
• Adversarial Normalization: I Can Visualize Everything (ICE)
  1 Jan 2023 · 1 repository
• Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle
  1 Jan 2023 · 1 repository
• CP3: Channel Pruning Plug-In for Point-Based Networks
  1 Jan 2023 · 0 repositories
• Dynamic Inference With Grounding Based Vision and Language Models
  1 Jan 2023 · 0 repositories
• Integral Neural Networks
  1 Jan 2023 · 1 repository
• NeRFLight: Fast and Light Neural Radiance Fields Using a Shared Feature Grid
  1 Jan 2023 · 0 repositories
• Progressive Neighbor Consistency Mining for Correspondence Pruning
  1 Jan 2023 · 1 repository
• Pruning Parameterization With Bi-Level Optimization for Efficient Semantic Segmentation on the Edge
  1 Jan 2023 · 0 repositories
• SparseMAE: Sparse Training Meets Masked Autoencoders
  1 Jan 2023 · 0 repositories
• Structural Alignment for Network Pruning through Partial Regularization
  1 Jan 2023 · 0 repositories
• Structure-Aware Surface Reconstruction via Primitive Assembly
  1 Jan 2023 · 0 repositories
• Pruning Before Training May Improve Generalization, Provably
  1 Jan 2023 · 0 repositories · arXiv:2301.00335
• Tiny Updater: Towards Efficient Neural Network-Driven Software Updating
  1 Jan 2023 · 0 repositories
• Towards Fairness-aware Adversarial Network Pruning
  1 Jan 2023 · 0 repositories
• Video Compression With Entropy-Constrained Neural Representations
  1 Jan 2023 · 0 repositories
• NIRVANA: Neural Implicit Representations of Videos with Adaptive Networks and Autoregressive Patch-wise Modeling
  30 Dec 2022 · 1 repository · arXiv:2212.14593
• HUSP-SP: Faster Utility Mining on Sequence Data
  29 Dec 2022 · 1 repository · arXiv:2212.14255
• Comparative Study of Parameter Selection for Enhanced Edge Inference for a Multi-Output Regression model for Head Pose Estimation
  28 Dec 2022 · 0 repositories · arXiv:2302.00592
• Mechanism of feature learning in deep fully connected networks and kernel machines that recursively learn features
  28 Dec 2022 · 2 repositories · arXiv:2212.13881
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• DeepCuts: Single-Shot Interpretability based Pruning for BERT
  27 Dec 2022 · 1 repository · arXiv:2212.13392
• Magnitude and Similarity based Variable Rate Filter Pruning for Efficient Convolution Neural Networks
  27 Dec 2022 · 1 repository
• COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks
  24 Dec 2022 · 1 repository · arXiv:2212.12770
• Hyperspherical Quantization: Toward Smaller and More Accurate Models
  24 Dec 2022 · 0 repositories · arXiv:2212.12653
• Improving Uncertainty Quantification of Variance Networks by Tree-Structured Learning
  24 Dec 2022 · 1 repository · arXiv:2212.12658
• Pruning On-the-Fly: A Recoverable Pruning Method without Fine-tuning
  24 Dec 2022 · 0 repositories · arXiv:2212.12651
• Calibrating Deep Neural Networks using Explicit Regularisation and Dynamic Data Pruning
  20 Dec 2022 · 0 repositories · arXiv:2212.10005
• Towards Sequence Utility Maximization under Utility Occupancy Measure
  20 Dec 2022 · 0 repositories · arXiv:2212.10452
• Exploring Optimal Substructure for Out-of-distribution Generalization via Feature-targeted Model Pruning
  19 Dec 2022 · 0 repositories · arXiv:2212.09458
• Memory-efficient NLLB-200: Language-specific Expert Pruning of a Massively Multilingual Machine Translation Model
  19 Dec 2022 · 0 repositories · arXiv:2212.09811
• Training Lightweight Graph Convolutional Networks with Phase-field Models
  19 Dec 2022 · 0 repositories · arXiv:2212.09415
• AutoSlicer: Scalable Automated Data Slicing for ML Model Analysis
  18 Dec 2022 · 0 repositories · arXiv:2212.09032
• FSCNN: A Fast Sparse Convolution Neural Network Inference System
  17 Dec 2022 · 0 repositories · arXiv:2212.08815
• Can We Find Strong Lottery Tickets in Generative Models?
  16 Dec 2022 · 0 repositories · arXiv:2212.08311
• Gradient-based Intra-attention Pruning on Pre-trained Language Models
  15 Dec 2022 · 1 repository · arXiv:2212.07634
  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) · 1 unverified (of 3 harvested samples)
• Towards Hardware-Specific Automatic Compression of Neural Networks
  15 Dec 2022 · 0 repositories · arXiv:2212.07818
• Random Feature Models for Learning Interacting Dynamical Systems
  11 Dec 2022 · 1 repository · arXiv:2212.05591
• All-in-One: A Highly Representative DNN Pruning Framework for Edge Devices with Dynamic Power Management
  9 Dec 2022 · 0 repositories · arXiv:2212.05122
• AP: Selective Activation for De-sparsifying Pruned Neural Networks
  9 Dec 2022 · 0 repositories · arXiv:2212.06145
• Optimizing Learning Rate Schedules for Iterative Pruning of Deep Neural Networks
  9 Dec 2022 · 0 repositories · arXiv:2212.06144
• Fairify: Fairness Verification of Neural Networks
  8 Dec 2022 · 1 repository · arXiv:2212.06140
  Syntology official: harvested, nothing ran · 0 ran · 5 unverified (of 5 harvested samples)
• Complete cavity map of the C. elegans connectome
  7 Dec 2022 · 0 repositories · arXiv:2212.03660
• Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning
  7 Dec 2022 · 0 repositories · arXiv:2212.03537
• Slimmable Pruned Neural Networks
  7 Dec 2022 · 1 repository · arXiv:2212.03415
• Attend Who is Weak: Pruning-assisted Medical Image Localization under Sophisticated and Implicit Imbalances
  6 Dec 2022 · 0 repositories · arXiv:2212.02675
• CSQ: Growing Mixed-Precision Quantization Scheme with Bi-level Continuous Sparsification
  6 Dec 2022 · 0 repositories · arXiv:2212.02770
• Distributed Pruning Towards Tiny Neural Networks in Federated Learning
  5 Dec 2022 · 0 repositories · arXiv:2212.01977
• CSTAR: Towards Compact and STructured Deep Neural Networks with Adversarial Robustness
  4 Dec 2022 · 0 repositories · arXiv:2212.01957
• CLIP: Train Faster with Less Data
  2 Dec 2022 · 0 repositories · arXiv:2212.01452
• The Effect of Data Dimensionality on Neural Network Prunability
  1 Dec 2022 · 0 repositories · arXiv:2212.00291
• Compressing Volumetric Radiance Fields to 1 MB
  29 Nov 2022 · 1 repository · arXiv:2211.16386
• DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data
  27 Nov 2022 · 1 repository · arXiv:2211.14694
  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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Dynamic Feature Pruning and Consolidation for Occluded Person Re-Identification
  27 Nov 2022 · 1 repository · arXiv:2211.14742
• Exploring Temporal Information Dynamics in Spiking Neural Networks
  26 Nov 2022 · 1 repository · arXiv:2211.14406
• Transform Once: Efficient Operator Learning in Frequency Domain
  26 Nov 2022 · 1 repository · arXiv:2211.14453
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Galvatron: Efficient Transformer Training over Multiple GPUs Using Automatic Parallelism
  25 Nov 2022 · 3 repositories · arXiv:2211.13878
  Syntology official (archive's flag): 2 ran · 3 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; 2 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• On Designing Light-Weight Object Trackers through Network Pruning: Use CNNs or Transformers?
  24 Nov 2022 · 1 repository · arXiv:2211.13769
• Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
  24 Nov 2022 · 1 repository · arXiv:2211.13708
• Developmental Plasticity-inspired Adaptive Pruning for Deep Spiking and Artificial Neural Networks
  23 Nov 2022 · 0 repositories · arXiv:2211.12714
• Pruned Lightweight Encoders for Computer Vision
  23 Nov 2022 · 0 repositories · arXiv:2211.13137
• Adaptive Sparse Structure Development with Pruning and Regeneration for Spiking Neural Networks
  22 Nov 2022 · 0 repositories · arXiv:2211.12219
• Best-k Search Algorithm for Neural Text Generation
  22 Nov 2022 · 0 repositories · arXiv:2211.11924
• Decision Diagram-Based Branch-and-Bound with Caching for Dominance and Suboptimality Detection
  22 Nov 2022 · 2 repositories · arXiv:2211.13118
• OpenFE: Automated Feature Generation with Expert-level Performance
  22 Nov 2022 · 2 repositories · arXiv:2211.12507
  Syntology official: harvested, nothing ran · 0 ran · 4 unverified (of 4 harvested samples)
• Sparse Probabilistic Circuits via Pruning and Growing
  22 Nov 2022 · 1 repository · arXiv:2211.12551
• Beyond Attentive Tokens: Incorporating Token Importance and Diversity for Efficient Vision Transformers
  21 Nov 2022 · 1 repository · arXiv:2211.11315
• Deep Learning on a Healthy Data Diet: Finding Important Examples for Fairness
  20 Nov 2022 · 1 repository · arXiv:2211.11109
• A Fair Loss Function for Network Pruning
  18 Nov 2022 · 1 repository · arXiv:2211.10285
  Syntology official (archive's flag): 8 ran · 8 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• Structured Pruning Adapters
  17 Nov 2022 · 1 repository · arXiv:2211.10155
  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)
• Encoding feature supervised UNet++: Redesigning Supervision for liver and tumor segmentation
  15 Nov 2022 · 0 repositories · arXiv:2211.08146
• HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
  15 Nov 2022 · 0 repositories · arXiv:2211.08110
• Finding Skill Neurons in Pre-trained Transformer-based Language Models
  14 Nov 2022 · 1 repository · arXiv:2211.07349
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Pruning Very Deep Neural Network Channels for Efficient Inference
  14 Nov 2022 · 0 repositories · arXiv:2211.08339
• SNIPER Training: Single-Shot Sparse Training for Text-to-Speech
  14 Nov 2022 · 0 repositories · arXiv:2211.07283
• A Tale of Two Graphs: Freezing and Denoising Graph Structures for Multimodal Recommendation
  13 Nov 2022 · 2 repositories · arXiv:2211.06924
• Partial Binarization of Neural Networks for Budget-Aware Efficient Learning
  12 Nov 2022 · 0 repositories · arXiv:2211.06739
• BERT on a Data Diet: Finding Important Examples by Gradient-Based Pruning
  10 Nov 2022 · 0 repositories · arXiv:2211.05610
• ClassPruning: Speed Up Image Restoration Networks by Dynamic N:M Pruning
  10 Nov 2022 · 0 repositories · arXiv:2211.05488
• What Knowledge Is Needed? Towards Explainable Memory for kNN-MT Domain Adaptation
  8 Nov 2022 · 1 repository · arXiv:2211.04052
• Soft Masking for Cost-Constrained Channel Pruning
  4 Nov 2022 · 1 repository · arXiv:2211.02206
• Self Similarity Matrix based CNN Filter Pruning
  3 Nov 2022 · 0 repositories · arXiv:2211.01814
• Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech Processing
  2 Nov 2022 · 1 repository · arXiv:2211.01522
• SIMD-size aware weight regularization for fast neural vocoding on CPU
  2 Nov 2022 · 0 repositories · arXiv:2211.00898
• Adapting the Size of Artificial Neural Networks Using Dynamic Auto-Sizing
  1 Nov 2022 · 1 repository
• Higher-order mutual information reveals synergistic sub-networks for multi-neuron importance
  1 Nov 2022 · 0 repositories · arXiv:2211.00416
• Recognition of Defective Mineral Wool Using Pruned ResNet Models
  1 Nov 2022 · 0 repositories · arXiv:2211.00466
• SAViT: Structure-Aware Vision Transformer Pruning via Collaborative Optimization
  1 Nov 2022 · 1 repository