Methods › General › Model Compression › Pruning › Papers, page 24

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 24 of 39: papers 2,301 to 2,400 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.

• Supporting Schema References in Keyword Queries over Relational Databases
  11 Mar 2022 · 1 repository · arXiv:2203.05921
• Model-Architecture Co-Design for High Performance Temporal GNN Inference on FPGA
  10 Mar 2022 · 1 repository · arXiv:2203.05095
• CP-ViT: Cascade Vision Transformer Pruning via Progressive Sparsity Prediction
  9 Mar 2022 · 1 repository · arXiv:2203.04570
  Syntology 3 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; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Data-Efficient Structured Pruning via Submodular Optimization
  9 Mar 2022 · 1 repository · arXiv:2203.04940
  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) · 0 unverified (of 11 harvested samples)
• Language Adaptive Cross-lingual Speech Representation Learning with Sparse Sharing Sub-networks
  9 Mar 2022 · 0 repositories · arXiv:2203.04583
• PRINCE: A Pruned AMP Integrated Deep CNN Method for Efficient Channel Estimation of Millimeter-wave and Terahertz Ultra-Massive MIMO Systems
  9 Mar 2022 · 0 repositories · arXiv:2203.04635
• Pruning Graph Convolutional Networks to select meaningful graph frequencies for fMRI decoding
  9 Mar 2022 · 0 repositories · arXiv:2203.04455
• The Combinatorial Brain Surgeon: Pruning Weights That Cancel One Another in Neural Networks
  9 Mar 2022 · 1 repository · arXiv:2203.04466
• Dual Lottery Ticket Hypothesis
  8 Mar 2022 · 1 repository · arXiv:2203.04248
• Multi-trial Neural Architecture Search with Lottery Tickets
  8 Mar 2022 · 0 repositories · arXiv:2203.04300
• Dynamic ConvNets on Tiny Devices via Nested Sparsity
  7 Mar 2022 · 0 repositories · arXiv:2203.03324
• S-Rocket: Selective Random Convolution Kernels for Time Series Classification
  7 Mar 2022 · 1 repository · arXiv:2203.03445
• Don't Be So Dense: Sparse-to-Sparse GAN Training Without Sacrificing Performance
  5 Mar 2022 · 0 repositories · arXiv:2203.02770
• Ensemble Knowledge Guided Sub-network Search and Fine-tuning for Filter Pruning
  5 Mar 2022 · 1 repository · arXiv:2203.02651
• FairPrune: Achieving Fairness Through Pruning for Dermatological Disease Diagnosis
  4 Mar 2022 · 0 repositories · arXiv:2203.02110
• Structured Pruning is All You Need for Pruning CNNs at Initialization
  4 Mar 2022 · 0 repositories · arXiv:2203.02549
• Multi-Tailed Vision Transformer for Efficient Inference
  3 Mar 2022 · 0 repositories · arXiv:2203.01587
• Fast-R2D2: A Pretrained Recursive Neural Network based on Pruned CKY for Grammar Induction and Text Representation
  1 Mar 2022 · 2 repositories · arXiv:2203.00281
  Syntology official: harvested for another paper · 0 ran · 1 unverified (of 1 harvested sample)
• Dynamic N:M Fine-grained Structured Sparse Attention Mechanism
  28 Feb 2022 · 0 repositories · arXiv:2203.00091
• QOC: Quantum On-Chip Training with Parameter Shift and Gradient Pruning
  26 Feb 2022 · 1 repository · arXiv:2202.13239
• Symmetric Convolutional Filters: A Novel Way to Constrain Parameters in CNN
  26 Feb 2022 · 0 repositories · arXiv:2202.13099
• TaSPM: Targeted Sequential Pattern Mining
  26 Feb 2022 · 0 repositories · arXiv:2202.13202
• Extracting Effective Subnetworks with Gumbel-Softmax
  25 Feb 2022 · 1 repository · arXiv:2202.12986
• Optimal channel selection with discrete QCQP
  24 Feb 2022 · 0 repositories · arXiv:2202.12417
• Rare Gems: Finding Lottery Tickets at Initialization
  24 Feb 2022 · 1 repository · arXiv:2202.12002
  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) · 6 unverified (of 15 harvested samples)
• Standard Deviation-Based Quantization for Deep Neural Networks
  24 Feb 2022 · 0 repositories · arXiv:2202.12422
• Are All Linear Regions Created Equal?
  23 Feb 2022 · 1 repository · arXiv:2202.11749
  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) · 3 pointer-only (licence)
• Prune and Tune Ensembles: Low-Cost Ensemble Learning With Sparse Independent Subnetworks
  23 Feb 2022 · 1 repository · arXiv:2202.11782
  Syntology 1 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; 0 where Syntology's instrument failed) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Reconstruction Task Finds Universal Winning Tickets
  23 Feb 2022 · 0 repositories · arXiv:2202.11484
• Distilled Neural Networks for Efficient Learning to Rank
  22 Feb 2022 · 1 repository · arXiv:2202.10728
• HRel: Filter Pruning based on High Relevance between Activation Maps and Class Labels
  22 Feb 2022 · 1 repository · arXiv:2202.10716
• A Novel Architecture Slimming Method for Network Pruning and Knowledge Distillation
  21 Feb 2022 · 0 repositories · arXiv:2202.10461
• Amenable Sparse Network Investigator
  18 Feb 2022 · 0 repositories · arXiv:2202.09284
• 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 · arXiv:2202.08509
• Practical Network Acceleration with Tiny Sets
  16 Feb 2022 · 1 repository · arXiv:2202.07861
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• Prospect Pruning: Finding Trainable Weights at Initialization using Meta-Gradients
  16 Feb 2022 · 1 repository · arXiv:2202.08132
  Syntology official (archive's flag): 5 ran · 5 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; 2 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples)
• Convolutional Network Fabric Pruning With Label Noise
  15 Feb 2022 · 0 repositories · arXiv:2202.07268
• Prior Gradient Mask Guided Pruning-Aware Fine-Tuning
  15 Feb 2022 · 1 repository
• Pruning Networks with Cross-Layer Ranking & k-Reciprocal Nearest Filters
  15 Feb 2022 · 1 repository · arXiv:2202.07190
• Finding Dynamics Preserving Adversarial Winning Tickets
  14 Feb 2022 · 0 repositories · arXiv:2202.06488
• Model-Based Neural Network and Its Application to Line Spectral Estimation
  14 Feb 2022 · 0 repositories · arXiv:2202.06485
• TATTOOED: A Robust Deep Neural Network Watermarking Scheme based on Spread-Spectrum Channel Coding
  12 Feb 2022 · 0 repositories · arXiv:2202.06091
• Choices, Risks, and Reward Reports: Charting Public Policy for Reinforcement Learning Systems
  11 Feb 2022 · 1 repository · arXiv:2202.05716
• Deadwooding: Robust Global Pruning for Deep Neural Networks
  10 Feb 2022 · 0 repositories · arXiv:2202.05226
• Reinforcement Learning in the Wild: Scalable RL Dispatching Algorithm Deployed in Ridehailing Marketplace
  10 Feb 2022 · 0 repositories · arXiv:2202.05118
• Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets
  9 Feb 2022 · 1 repository · arXiv:2202.04736
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks
  8 Feb 2022 · 1 repository · arXiv:2202.03844
• Impact of Parameter Sparsity on Stochastic Gradient MCMC Methods for Bayesian Deep Learning
  8 Feb 2022 · 0 repositories · arXiv:2202.03770
• Improving the Sample-Complexity of Deep Classification Networks with Invariant Integration
  8 Feb 2022 · 0 repositories · arXiv:2202.03967
• Membership Inference Attacks and Defenses in Neural Network Pruning
  7 Feb 2022 · 1 repository · arXiv:2202.03335
• BEAS: Blockchain Enabled Asynchronous & Secure Federated Machine Learning
  6 Feb 2022 · 1 repository · arXiv:2202.02817
• The Unreasonable Effectiveness of Random Pruning: Return of the Most Naive Baseline for Sparse Training
  5 Feb 2022 · 1 repository · arXiv:2202.02643
• PRUNIX: Non-Ideality Aware Convolutional Neural Network Pruning for Memristive Accelerators
  3 Feb 2022 · 0 repositories · arXiv:2202.01758
• Robust Binary Models by Pruning Randomly-initialized Networks
  3 Feb 2022 · 1 repository · arXiv:2202.01341
  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)
• Cyclical Pruning for Sparse Neural Networks
  2 Feb 2022 · 0 repositories · arXiv:2202.01290
• Accelerating DNN Training with Structured Data Gradient Pruning
  1 Feb 2022 · 1 repository · arXiv:2202.00774
• Combined Pruning for Nested Cross-Validation to Accelerate Automated Hyperparameter Optimization for Embedded Feature Selection in High-Dimensional Data with Very Small Sample Sizes
  1 Feb 2022 · 0 repositories · arXiv:2202.00598
• Signing the Supermask: Keep, Hide, Invert
  31 Jan 2022 · 1 repository · arXiv:2201.13361
  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)
• SPDY: Accurate Pruning with Speedup Guarantees
  31 Jan 2022 · 1 repository · arXiv:2201.13096
  Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• GARNET: Reduced-Rank Topology Learning for Robust and Scalable Graph Neural Networks
  30 Jan 2022 · 1 repository · arXiv:2201.12741
  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)
• Win the Lottery Ticket via Fourier Analysis: Frequencies Guided Network Pruning
  30 Jan 2022 · 0 repositories · arXiv:2201.12712
• A Secure and Efficient Federated Learning Framework for NLP
  28 Jan 2022 · 0 repositories · arXiv:2201.11934
• DICP: Doppler Iterative Closest Point Algorithm
  28 Jan 2022 · 1 repository · arXiv:2201.11944
• On the Convergence of Heterogeneous Federated Learning with Arbitrary Adaptive Online Model Pruning
  27 Jan 2022 · 0 repositories · arXiv:2201.11803
• On The Energy Statistics of Feature Maps in Pruning of Neural Networks with Skip-Connections
  26 Jan 2022 · 0 repositories · arXiv:2201.11209
• Backdoor Defense with Machine Unlearning
  24 Jan 2022 · 0 repositories · arXiv:2201.09538
• Debiasing pipeline improves deep learning model generalization for X-ray based lung nodule detection
  24 Jan 2022 · 0 repositories · arXiv:2201.09563
• Iterative Activation-based Structured Pruning
  22 Jan 2022 · 0 repositories · arXiv:2201.09881
• Adaptive Activation-based Structured Pruning
  21 Jan 2022 · 1 repository · arXiv:2201.10520
• Can Model Compression Improve NLP Fairness
  21 Jan 2022 · 0 repositories · arXiv:2201.08542
• Point-NeRF: Point-based Neural Radiance Fields
  21 Jan 2022 · 1 repository · arXiv:2201.08845
• Tiny, always-on and fragile: Bias propagation through design choices in on-device machine learning workflows
  19 Jan 2022 · 1 repository · arXiv:2201.07677
• Critical periods and Autism Spectrum Disorders, a role for sleep
  18 Jan 2022 · 0 repositories · arXiv:2201.07320
• Pruning-aware Sparse Regularization for Network Pruning
  18 Jan 2022 · 1 repository · arXiv:2201.06776
  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, 1 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 12 pointer-only (licence)
• Why Does DARTS Miss the Target, and How Do We Aim to Fix It?
  17 Jan 2022 · 0 repositories
• AutoAttention: Automatic Attention Head Selection Through Differentiable Pruning
  16 Jan 2022 · 0 repositories
• JointLK: Joint Reasoning with Language Models and Knowledge Graphs for Commonsense Question Answering
  16 Jan 2022 · 0 repositories
• Magic Pyramid: Accelerating Inference with Early Exiting and Token Pruning
  16 Jan 2022 · 0 repositories
• Massive-scale Decoding for Text Generation using Lattices
  16 Jan 2022 · 0 repositories
• Weighting and Pruning based Ensemble Deep Random Vector Functional Link Network for Tabular Data Classification
  15 Jan 2022 · 0 repositories · arXiv:2201.05809
• Automatic Sparse Connectivity Learning for Neural Networks
  13 Jan 2022 · 0 repositories · arXiv:2201.05020
• Examining and Mitigating the Impact of Crossbar Non-idealities for Accurate Implementation of Sparse Deep Neural Networks
  13 Jan 2022 · 0 repositories · arXiv:2201.05229
• Recursive Least Squares for Training and Pruning Convolutional Neural Networks
  13 Jan 2022 · 0 repositories · arXiv:2201.04813
• Towards Lightweight Neural Animation : Exploration of Neural Network Pruning in Mixture of Experts-based Animation Models
  11 Jan 2022 · 0 repositories · arXiv:2201.04042
• RecoMed: A Knowledge-Aware Recommender System for Hypertension Medications
  9 Jan 2022 · 0 repositories · arXiv:2201.05461
• Neural Network Optimization for Reinforcement Learning Tasks Using Sparse Computations
  7 Jan 2022 · 0 repositories · arXiv:2201.02571
• Diversity-boosted Generalization-Specialization Balancing for Zero-shot Learning
  6 Jan 2022 · 0 repositories · arXiv:2201.01961
• Pruning deep neural networks generates a sparse, bio-inspired nonlinear controller for insect flight
  5 Jan 2022 · 1 repository · arXiv:2201.01852
• Quantifying Uncertainty in Deep Learning Approaches to Radio Galaxy Classification
  4 Jan 2022 · 1 repository · arXiv:2201.01203
  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)
• Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning
  1 Jan 2022 · 0 repositories
• Dreaming To Prune Image Deraining Networks
  1 Jan 2022 · 0 repositories
• Croesus: Multi-Stage Processing and Transactions for Video-Analytics in Edge-Cloud Systems
  31 Dec 2021 · 0 repositories · arXiv:2201.00063
• Multi-Dimensional Model Compression of Vision Transformer
  31 Dec 2021 · 1 repository · arXiv:2201.00043
• Single-Shot Pruning for Offline Reinforcement Learning
  31 Dec 2021 · 0 repositories · arXiv:2112.15579
• Automatic Mixed-Precision Quantization Search of BERT
  30 Dec 2021 · 0 repositories · arXiv:2112.14938
• Few-shot Backdoor Defense Using Shapley Estimation
  30 Dec 2021 · 0 repositories · arXiv:2112.14889
• Learning Higher-Order Programs without Meta-Interpretive Learning
  29 Dec 2021 · 0 repositories · arXiv:2112.14603
• Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction
  28 Dec 2021 · 0 repositories · arXiv:2112.15445
• SPViT: Enabling Faster Vision Transformers via Soft Token Pruning
  27 Dec 2021 · 1 repository · arXiv:2112.13890
  Syntology official (archive's flag): 2 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) · 3 pointer-only (licence)
• Distilling the Knowledge of Romanian BERTs Using Multiple Teachers
  23 Dec 2021 · 1 repository · arXiv:2112.12650