Methods › General › Model Compression › Pruning › Papers, page 16

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 16 of 39: papers 1,501 to 1,600 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.

• ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models
  4 Oct 2023 · 0 repositories · arXiv:2310.02998
• Enhancing Accuracy in Deep Learning Using Random Matrix Theory
  4 Oct 2023 · 0 repositories · arXiv:2310.03165
• DeepZero: Scaling up Zeroth-Order Optimization for Deep Model Training
  3 Oct 2023 · 1 repository · arXiv:2310.02025
  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)
• Feather: An Elegant Solution to Effective DNN Sparsification
  3 Oct 2023 · 1 repository · arXiv:2310.02448
• PPT: Token Pruning and Pooling for Efficient Vision Transformers
  3 Oct 2023 · 2 repositories · arXiv:2310.01812
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Sieve: Multimodal Dataset Pruning Using Image Captioning Models
  3 Oct 2023 · 1 repository · arXiv:2310.02110
  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)
• VENOM: A Vectorized N:M Format for Unleashing the Power of Sparse Tensor Cores
  3 Oct 2023 · 1 repository · arXiv:2310.02065
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 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 (of 4 harvested samples)
• Artemis: HE-Aware Training for Efficient Privacy-Preserving Machine Learning
  2 Oct 2023 · 0 repositories · arXiv:2310.01664
• Compressing LLMs: The Truth is Rarely Pure and Never Simple
  2 Oct 2023 · 1 repository · arXiv:2310.01382
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 6 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Faster and Accurate Neural Networks with Semantic Inference
  2 Oct 2023 · 0 repositories · arXiv:2310.01259
• Scaling for Training Time and Post-hoc Out-of-distribution Detection Enhancement
  30 Sep 2023 · 1 repository · arXiv:2310.00227
  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) · 0 unverified (of 1 harvested sample)
• Instant Complexity Reduction in CNNs using Locality-Sensitive Hashing
  29 Sep 2023 · 0 repositories · arXiv:2309.17211
• Pruning Small Pre-Trained Weights Irreversibly and Monotonically Impairs "Difficult" Downstream Tasks in LLMs
  29 Sep 2023 · 1 repository · arXiv:2310.02277
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Discovering Utility-driven Interval Rules
  28 Sep 2023 · 1 repository · arXiv:2309.16102
• DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
  28 Sep 2023 · 1 repository · arXiv:2309.16653
  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)
• ELIP: Efficient Language-Image Pre-training with Fewer Vision Tokens
  28 Sep 2023 · 1 repository · arXiv:2309.16738
• CAIT: Triple-Win Compression towards High Accuracy, Fast Inference, and Favorable Transferability For ViTs
  27 Sep 2023 · 0 repositories · arXiv:2309.15755
• LAPP: Layer Adaptive Progressive Pruning for Compressing CNNs from Scratch
  25 Sep 2023 · 0 repositories · arXiv:2309.14157
• On the Impact of Quantization and Pruning of Self-Supervised Speech Models for Downstream Speech Recognition Tasks "In-the-Wild''
  25 Sep 2023 · 0 repositories · arXiv:2309.14462
• Dynamic ASR Pathways: An Adaptive Masking Approach Towards Efficient Pruning of A Multilingual ASR Model
  22 Sep 2023 · 0 repositories · arXiv:2309.13018
• Efficient N:M Sparse DNN Training Using Algorithm, Architecture, and Dataflow Co-Design
  22 Sep 2023 · 0 repositories · arXiv:2309.13015
• ThinResNet: A New Baseline for Structured Convolutional Networks Pruning
  22 Sep 2023 · 1 repository · arXiv:2309.12854
• A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression
  21 Sep 2023 · 0 repositories · arXiv:2309.13077
• An Efficient and Robust Framework for Approximate Nearest Neighbor Search with Attribute Constraint
  21 Sep 2023 · 0 repositories
• Bayesian sparsification for deep neural networks with Bayesian model reduction
  21 Sep 2023 · 1 repository · arXiv:2309.12095
  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)
• Cluster-based pruning techniques for audio data
  21 Sep 2023 · 1 repository · arXiv:2309.11922
• CoMFLP: Correlation Measure based Fast Search on ASR Layer Pruning
  21 Sep 2023 · 1 repository · arXiv:2309.11768
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 1 honoured, 0 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• Don’t just prune by magnitude! Your mask topology is a secret weapon
  21 Sep 2023 · 1 repository
• Exact Verification of ReLU Neural Control Barrier Functions
  21 Sep 2023 · 1 repository
• Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training
  21 Sep 2023 · 1 repository
• Lockdown: Backdoor Defense for Federated Learning with Isolated Subspace Training
  21 Sep 2023 · 1 repository
• Making Scalable Meta Learning Practical
  21 Sep 2023 · 1 repository
• One Less Reason for Filter Pruning: Gaining Free Adversarial Robustness with Structured Grouped Kernel Pruning
  21 Sep 2023 · 1 repository
• Rewiring Neurons in Non-Stationary Environments
  21 Sep 2023 · 0 repositories
• Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning
  21 Sep 2023 · 1 repository
• SUBP: Soft Uniform Block Pruning for 1×N Sparse CNNs Multithreading Acceleration
  21 Sep 2023 · 1 repository
• Towards Data-Agnostic Pruning At Initialization: What Makes a Good Sparse Mask?
  21 Sep 2023 · 1 repository
• Unveiling Optimal SDG Pathways: An Innovative Approach Leveraging Graph Pruning and Intent Graph for Effective Recommendations
  21 Sep 2023 · 0 repositories · arXiv:2309.11741
• Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  19 Sep 2023 · 1 repository · arXiv:2309.10285
  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)
• Heuristic Search for Path Finding with Refuelling
  19 Sep 2023 · 0 repositories · arXiv:2309.10796
• Efficient Low-Rank GNN Defense Against Structural Attacks
  18 Sep 2023 · 0 repositories · arXiv:2309.10136
• Pruning Large Language Models via Accuracy Predictor
  18 Sep 2023 · 0 repositories · arXiv:2309.09507
• LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking
  17 Sep 2023 · 1 repository · arXiv:2309.09249
• Empowering In-Browser Deep Learning Inference on Edge Devices with Just-in-Time Kernel Optimizations
  16 Sep 2023 · 0 repositories · arXiv:2309.08978
• Bridging Dense and Sparse Maximum Inner Product Search
  16 Sep 2023 · 0 repositories · arXiv:2309.09013
• Vocabulary-level Memory Efficiency for Language Model Fine-tuning
  15 Sep 2023 · 2 repositories · arXiv:2309.08708
• POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective
  15 Sep 2023 · 2 repositories · arXiv:2309.08499
• Uncovering Neural Scaling Laws in Molecular Representation Learning
  15 Sep 2023 · 2 repositories · arXiv:2309.15123
  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: 2 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 10 harvested samples) · 1 pointer-only (licence)
• DNNShifter: An Efficient DNN Pruning System for Edge Computing
  13 Sep 2023 · 1 repository · arXiv:2309.06973
• FedDIP: Federated Learning with Extreme Dynamic Pruning and Incremental Regularization
  13 Sep 2023 · 1 repository · arXiv:2309.06805
• MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme
  13 Sep 2023 · 0 repositories · arXiv:2309.06739
• Accelerating Deep Neural Networks via Semi-Structured Activation Sparsity
  12 Sep 2023 · 0 repositories · arXiv:2309.06626
• Ensemble Mask Networks
  12 Sep 2023 · 0 repositories · arXiv:2309.06382
• EDAC: Efficient Deployment of Audio Classification Models For COVID-19 Detection
  11 Sep 2023 · 1 repository · arXiv:2309.05357
• Sculpting Efficiency: Pruning Medical Imaging Models for On-Device Inference
  10 Sep 2023 · 0 repositories · arXiv:2309.05090
• Recall-driven Precision Refinement: Unveiling Accurate Fall Detection using LSTM
  9 Sep 2023 · 0 repositories · arXiv:2309.07154
• Decreasing the Computing Time of Bayesian Optimization using Generalizable Memory Pruning
  8 Sep 2023 · 0 repositories · arXiv:2309.04510
• Learning Compact Compositional Embeddings via Regularized Pruning for Recommendation
  7 Sep 2023 · 1 repository · arXiv:2309.03518
• An FPGA smart camera implementation of segmentation models for drone wildfire imagery
  4 Sep 2023 · 0 repositories · arXiv:2309.01318
• Adaptive Model Pruning and Personalization for Federated Learning over Wireless Networks
  4 Sep 2023 · 0 repositories · arXiv:2309.01816
• SP³: Enhancing Structured Pruning via PCA Projection
  31 Aug 2023 · 1 repository · arXiv:2308.16475
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 1 honoured, 1 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
• Learning Diverse Features in Vision Transformers for Improved Generalization
  30 Aug 2023 · 1 repository · arXiv:2308.16274
  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)
• SwapMoE: Serving Off-the-shelf MoE-based Large Language Models with Tunable Memory Budget
  29 Aug 2023 · 0 repositories · arXiv:2308.15030
• A Generalization of Continuous Relaxation in Structured Pruning
  28 Aug 2023 · 0 repositories · arXiv:2308.14605
• Pruning Self-Attention for Zero-Shot Multi-Speaker Text-to-Speech
  28 Aug 2023 · 0 repositories · arXiv:2308.14909
• Gaze-Informed Vision Transformers: Predicting Driving Decisions Under Uncertainty
  26 Aug 2023 · 1 repository · arXiv:2308.13969
• Memory-aware Scheduling for Complex Wired Networks with Iterative Graph Optimization
  26 Aug 2023 · 0 repositories · arXiv:2308.13898
• REFT: Resource-Efficient Federated Training Framework for Heterogeneous and Resource-Constrained Environments
  25 Aug 2023 · 0 repositories · arXiv:2308.13662
• IncreLoRA: Incremental Parameter Allocation Method for Parameter-Efficient Fine-tuning
  23 Aug 2023 · 1 repository · arXiv:2308.12043
  Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Efficient Joint Optimization of Layer-Adaptive Weight Pruning in Deep Neural Networks
  21 Aug 2023 · 2 repositories · arXiv:2308.10438
• Privacy-Preserving Face Recognition Using Random Frequency Components
  21 Aug 2023 · 1 repository · arXiv:2308.10461
• Vision Transformer Pruning Via Matrix Decomposition
  21 Aug 2023 · 0 repositories · arXiv:2308.10839
• I3: Intent-Introspective Retrieval Conditioned on Instructions
  19 Aug 2023 · 0 repositories · arXiv:2308.10025
• On the Robustness of Open-World Test-Time Training: Self-Training with Dynamic Prototype Expansion
  19 Aug 2023 · 1 repository · arXiv:2308.09942
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 11 harvested samples)
• To prune or not to prune : A chaos-causality approach to principled pruning of dense neural networks
  19 Aug 2023 · 0 repositories · arXiv:2308.09955
• How Does Pruning Impact Long-Tailed Multi-Label Medical Image Classifiers?
  17 Aug 2023 · 1 repository · arXiv:2308.09180
• Benchmarking Adversarial Robustness of Compressed Deep Learning Models
  16 Aug 2023 · 0 repositories · arXiv:2308.08160
• Reproducing Kernel Hilbert Space Pruning for Sparse Hyperspectral Abundance Prediction
  16 Aug 2023 · 0 repositories · arXiv:2308.08653
• Ada-QPacknet -- adaptive pruning with bit width reduction as an efficient continual learning method without forgetting
  14 Aug 2023 · 0 repositories · arXiv:2308.07939
• Unified Data-Free Compression: Pruning and Quantization without Fine-Tuning
  14 Aug 2023 · 0 repositories · arXiv:2308.07209
• A Survey on Deep Neural Network Pruning-Taxonomy, Comparison, Analysis, and Recommendations
  13 Aug 2023 · 1 repository · arXiv:2308.06767
• Influence Function Based Second-Order Channel Pruning-Evaluating True Loss Changes For Pruning Is Possible Without Retraining
  13 Aug 2023 · 1 repository · arXiv:2308.06755
• Neural Networks at a Fraction with Pruned Quaternions
  13 Aug 2023 · 0 repositories · arXiv:2308.06780
• Can Unstructured Pruning Reduce the Depth in Deep Neural Networks?
  12 Aug 2023 · 1 repository · arXiv:2308.06619
• Revisiting Vision Transformer from the View of Path Ensemble
  12 Aug 2023 · 0 repositories · arXiv:2308.06548
• Automated Sizing and Training of Efficient Deep Autoencoders using Second Order Algorithms
  11 Aug 2023 · 0 repositories · arXiv:2308.06221
• FPGA Resource-aware Structured Pruning for Real-Time Neural Networks
  9 Aug 2023 · 0 repositories · arXiv:2308.05170
• SAfER: Layer-Level Sensitivity Assessment for Efficient and Robust Neural Network Inference
  9 Aug 2023 · 0 repositories · arXiv:2308.04753
• Which Tokens to Use? Investigating Token Reduction in Vision Transformers
  9 Aug 2023 · 1 repository · arXiv:2308.04657
  Syntology 8 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; 2 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• D-Score: A Synapse-Inspired Approach for Filter Pruning
  8 Aug 2023 · 0 repositories · arXiv:2308.04470
• Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
  7 Aug 2023 · 1 repository · arXiv:2308.03449
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 12 with no instrument failure: 0 honoured, 0 violated, 12 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 16 harvested samples) · 16 pointer-only (licence)
• Iterative Magnitude Pruning as a Renormalisation Group: A Study in The Context of The Lottery Ticket Hypothesis
  6 Aug 2023 · 0 repositories · arXiv:2308.03128
• Adversarial Erasing with Pruned Elements: Towards Better Graph Lottery Ticket
  5 Aug 2023 · 1 repository · arXiv:2308.02916
• Pruning a neural network using Bayesian inference
  4 Aug 2023 · 0 repositories · arXiv:2308.02451
• Scalable Computation of Causal Bounds
  4 Aug 2023 · 0 repositories · arXiv:2308.02709
• Solving Witness-type Triangle Puzzles Faster with an Automatically Learned Human-Explainable Predicate
  4 Aug 2023 · 0 repositories · arXiv:2308.02666
• Accurate Neural Network Pruning Requires Rethinking Sparse Optimization
  3 Aug 2023 · 0 repositories · arXiv:2308.02060
• Hierarchical Federated Learning in Wireless Networks: Pruning Tackles Bandwidth Scarcity and System Heterogeneity
  3 Aug 2023 · 0 repositories · arXiv:2308.01562
• Data-Centric Diet: Effective Multi-center Dataset Pruning for Medical Image Segmentation
  2 Aug 2023 · 0 repositories · arXiv:2308.01189
  Syntology 3 ran (of which 0 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation
  2 Aug 2023 · 1 repository · arXiv:2308.01045
  Syntology 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) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)