Methods › General › Model Compression › Pruning › Papers, page 17

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 17 of 39: papers 1,601 to 1,700 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.

• Improved Knowledge Distillation for Crowd Counting on IoT Device
  2 Aug 2023 · 1 repository
• Decidable Fragments of LTLf Modulo Theories (Extended Version)
  31 Jul 2023 · 0 repositories · arXiv:2307.16840
• Uncertainty-Guided Spatial Pruning Architecture for Efficient Frame Interpolation
  31 Jul 2023 · 0 repositories · arXiv:2307.16555
• Dynamic PlenOctree for Adaptive Sampling Refinement in Explicit NeRF
  28 Jul 2023 · 0 repositories · arXiv:2307.15333
• Information-based Preprocessing of PLC Data for Automatic Behavior Modeling
  28 Jul 2023 · 1 repository · arXiv:2307.15404
• Learning heterogeneous delays in a layer of spiking neurons for fast motion detection
  26 Jul 2023 · 1 repository · arXiv:2307.14077
• E^2VPT: An Effective and Efficient Approach for Visual Prompt Tuning
  25 Jul 2023 · 1 repository · arXiv:2307.13770
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Sparse then Prune: Toward Efficient Vision Transformers
  22 Jul 2023 · 1 repository · arXiv:2307.11988
• 3D Skeletonization of Complex Grapevines for Robotic Pruning
  21 Jul 2023 · 0 repositories · arXiv:2307.11706
• A theoretical framework for learning through structural plasticity
  21 Jul 2023 · 1 repository · arXiv:2307.11735
• Adversarial Feature Map Pruning for Backdoor
  21 Jul 2023 · 2 repositories · arXiv:2307.11565
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 0 honoured, 1 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Model Compression Methods for YOLOv5: A Review
  21 Jul 2023 · 0 repositories · arXiv:2307.11904
• Learned Thresholds Token Merging and Pruning for Vision Transformers
  20 Jul 2023 · 1 repository · arXiv:2307.10780
  Syntology official (archive's flag): 4 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• PATROL: Privacy-Oriented Pruning for Collaborative Inference Against Model Inversion Attacks
  20 Jul 2023 · 0 repositories · arXiv:2307.10981
• SqueezerFaceNet: Reducing a Small Face Recognition CNN Even More Via Filter Pruning
  20 Jul 2023 · 0 repositories · arXiv:2307.10697
• Impact of Disentanglement on Pruning Neural Networks
  19 Jul 2023 · 0 repositories · arXiv:2307.09994
• Efficient Region-Aware Neural Radiance Fields for High-Fidelity Talking Portrait Synthesis
  18 Jul 2023 · 1 repository · arXiv:2307.09323
  Syntology official (archive's flag): 10 ran · 10 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; 3 where Syntology's instrument failed) · 2 unverified (of 12 harvested samples) · 4 pointer-only (licence)
• Mitigating Label Bias via Decoupled Confident Learning
  18 Jul 2023 · 0 repositories · arXiv:2307.08945
• Neural Network Pruning as Spectrum Preserving Process
  18 Jul 2023 · 0 repositories · arXiv:2307.08982
• Differentiable Transportation Pruning
  17 Jul 2023 · 0 repositories · arXiv:2307.08483
• UPSCALE: Unconstrained Channel Pruning
  17 Jul 2023 · 1 repository · arXiv:2307.08771
  Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• Learning Sparse Neural Networks with Identity Layers
  14 Jul 2023 · 0 repositories · arXiv:2307.07389
• Structured Pruning of Neural Networks for Constraints Learning
  14 Jul 2023 · 0 repositories · arXiv:2307.07457
• Counterfactual Explanation for Fairness in Recommendation
  10 Jul 2023 · 0 repositories · arXiv:2307.04386
• One-Shot Pruning for Fast-adapting Pre-trained Models on Devices
  10 Jul 2023 · 0 repositories · arXiv:2307.04365
• SparseVSR: Lightweight and Noise Robust Visual Speech Recognition
  10 Jul 2023 · 0 repositories · arXiv:2307.04552
• Distilled Pruning: Using Synthetic Data to Win the Lottery
  7 Jul 2023 · 1 repository · arXiv:2307.03364
• Improving Retrieval-Augmented Large Language Models via Data Importance Learning
  6 Jul 2023 · 1 repository · arXiv:2307.03027
  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) · 4 unverified (of 6 harvested samples)
• Pruning vs Quantization: Which is Better?
  6 Jul 2023 · 1 repository · arXiv:2307.02973
  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, 1 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• Improving Automatic Parallel Training via Balanced Memory Workload Optimization
  5 Jul 2023 · 1 repository · arXiv:2307.02031
• Recommendation Unlearning via Influence Function
  5 Jul 2023 · 1 repository · arXiv:2307.02147
• Structured Network Pruning by Measuring Filter-wise Interactions
  3 Jul 2023 · 0 repositories · arXiv:2307.00758
• A Proximal Algorithm for Network Slimming
  2 Jul 2023 · 1 repository · arXiv:2307.00684
• Filter Pruning for Efficient CNNs via Knowledge-driven Differential Filter Sampler
  1 Jul 2023 · 1 repository · arXiv:2307.00198
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 11 harvested samples) · 2 pointer-only (licence)
• Miniaturized Graph Convolutional Networks with Topologically Consistent Pruning
  30 Jun 2023 · 0 repositories · arXiv:2306.17590
• Razor SNN: Efficient Spiking Neural Network with Temporal Embeddings
  30 Jun 2023 · 0 repositories · arXiv:2306.17597
• Sparse Model Soups: A Recipe for Improved Pruning via Model Averaging
  29 Jun 2023 · 1 repository · arXiv:2306.16788
• An Efficient Sparse Inference Software Accelerator for Transformer-based Language Models on CPUs
  28 Jun 2023 · 1 repository · arXiv:2306.16601
• Time Regularization in Optimal Time Variable Learning
  28 Jun 2023 · 1 repository · arXiv:2306.16111
• SENSEi: Input-Sensitive Compilation for Accelerating GNNs
  27 Jun 2023 · 0 repositories · arXiv:2306.15155
• Constraint-aware and Ranking-distilled Token Pruning for Efficient Transformer Inference
  26 Jun 2023 · 1 repository · arXiv:2306.14393
• The Underlying Scaling Laws and Universal Statistical Structure of Complex Datasets
  26 Jun 2023 · 0 repositories · arXiv:2306.14975
• A Multilingual Translator to SQL with Database Schema Pruning to Improve Self-Attention
  25 Jun 2023 · 1 repository · arXiv:2306.14256
  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: 0 honoured, 0 violated, 1 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 3 pointer-only (licence)
• Adaptive Sharpness-Aware Pruning for Robust Sparse Networks
  25 Jun 2023 · 0 repositories · arXiv:2306.14306
• Adaptive Window Pruning for Efficient Local Motion Deblurring
  25 Jun 2023 · 0 repositories · arXiv:2306.14268
• Low-Rank Prune-And-Factorize for Language Model Compression
  25 Jun 2023 · 0 repositories · arXiv:2306.14152
• Binary domain generalization for sparsifying binary neural networks
  23 Jun 2023 · 1 repository · arXiv:2306.13515
• Efficient Model Selection for Predictive Pattern Mining Model by Safe Pattern Pruning
  23 Jun 2023 · 0 repositories · arXiv:2306.13561
• Efficient Online Processing with Deep Neural Networks
  23 Jun 2023 · 1 repository · arXiv:2306.13474
• Data-Free Backbone Fine-Tuning for Pruned Neural Networks
  22 Jun 2023 · 1 repository · arXiv:2306.12881
• Neural Network Pruning for Real-time Polyp Segmentation
  22 Jun 2023 · 0 repositories · arXiv:2306.13203
• Pruning for Better Domain Generalizability
  22 Jun 2023 · 1 repository · arXiv:2306.13237
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Fantastic Weights and How to Find Them: Where to Prune in Dynamic Sparse Training
  21 Jun 2023 · 1 repository · arXiv:2306.12230
  Syntology official (archive's flag): 9 ran · 15 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 0 violated, 13 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 20 harvested samples) · 5 pointer-only (licence)
• Quantifying lottery tickets under label noise: accuracy, calibration, and complexity
  21 Jun 2023 · 1 repository · arXiv:2306.12190
• A Simple and Effective Pruning Approach for Large Language Models
  20 Jun 2023 · 7 repositories · arXiv:2306.11695
  Syntology official (archive's flag): 2 ran · 9 ran (of which 5 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 13 unverified (of 22 harvested samples) · 9 pointer-only (licence)
• LoSparse: Structured Compression of Large Language Models based on Low-Rank and Sparse Approximation
  20 Jun 2023 · 0 repositories · arXiv:2306.11222
• Instant Soup: Cheap Pruning Ensembles in A Single Pass Can Draw Lottery Tickets from Large Models
  18 Jun 2023 · 1 repository · arXiv:2306.10460
  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)
• HiNeRV: Video Compression with Hierarchical Encoding-based Neural Representation
  16 Jun 2023 · 1 repository · arXiv:2306.09818
• Representation and decomposition of functions in DAG-DNNs and structural network pruning
  16 Jun 2023 · 0 repositories · arXiv:2306.09707
• Squeezing nnU-Nets with Knowledge Distillation for On-Board Cloud Detection
  16 Jun 2023 · 0 repositories · arXiv:2306.09886
• Transferability of Winning Lottery Tickets in Neural Network Differential Equation Solvers
  16 Jun 2023 · 0 repositories · arXiv:2306.09863
• Fix Fairness, Don't Ruin Accuracy: Performance Aware Fairness Repair using AutoML
  15 Jun 2023 · 2 repositories · arXiv:2306.09297
• Geometric-Based Pruning Rules For Change Point Detection in Multiple Independent Time Series
  15 Jun 2023 · 0 repositories · arXiv:2306.09555
• Neural Network Compression using Binarization and Few Full-Precision Weights
  15 Jun 2023 · 0 repositories · arXiv:2306.08960
• Improving Generalization in Meta-Learning via Meta-Gradient Augmentation
  14 Jun 2023 · 1 repository · arXiv:2306.08460
• Pruning the Way to Reliable Policies: A Multi-Objective Deep Q-Learning Approach to Critical Care
  13 Jun 2023 · 0 repositories · arXiv:2306.08044
• Resource Efficient Neural Networks Using Hessian Based Pruning
  12 Jun 2023 · 0 repositories · arXiv:2306.07030
• Revisiting Token Pruning for Object Detection and Instance Segmentation
  12 Jun 2023 · 1 repository · arXiv:2306.07050
  Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
• Small Temperature is All You Need for Differentiable Architecture Search
  12 Jun 2023 · 0 repositories · arXiv:2306.06855
• GuP: Fast Subgraph Matching by Guard-based Pruning
  11 Jun 2023 · 1 repository · arXiv:2306.06557
• How Sparse Can We Prune A Deep Network: A Fundamental Limit Viewpoint
  9 Jun 2023 · 1 repository · arXiv:2306.05857
• Large-scale Dataset Pruning with Dynamic Uncertainty
  8 Jun 2023 · 2 repositories · arXiv:2306.05175
  Syntology official (archive's flag): 10 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 7 pointer-only (licence)
• Magnitude Attention-based Dynamic Pruning
  8 Jun 2023 · 0 repositories · arXiv:2306.05056
• Multi-Scale And Token Mergence: Make Your ViT More Efficient
  8 Jun 2023 · 0 repositories · arXiv:2306.04897
• CFDP: Common Frequency Domain Pruning
  7 Jun 2023 · 1 repository · arXiv:2306.04147
• Bayesian post-hoc regularization of random forests
  6 Jun 2023 · 0 repositories · arXiv:2306.03702
• ESL-SNNs: An Evolutionary Structure Learning Strategy for Spiking Neural Networks
  6 Jun 2023 · 0 repositories · arXiv:2306.03693
• Utterance Classification with Logical Neural Network: Explainable AI for Mental Disorder Diagnosis
  6 Jun 2023 · 0 repositories · arXiv:2306.03902
• Deep Joint Source-Channel Coding for Wireless Image Transmission with Entropy-Aware Adaptive Rate Control
  5 Jun 2023 · 0 repositories · arXiv:2306.02825
• NLU on Data Diets: Dynamic Data Subset Selection for NLP Classification Tasks
  5 Jun 2023 · 1 repository · arXiv:2306.03208
• Group channel pruning and spatial attention distilling for object detection
  2 Jun 2023 · 1 repository · arXiv:2306.01526
• Robust low-rank training via approximate orthonormal constraints
  2 Jun 2023 · 0 repositories · arXiv:2306.01485
• Task-Agnostic Structured Pruning of Speech Representation Models
  2 Jun 2023 · 0 repositories · arXiv:2306.01385
• Training-free Neural Architecture Search for RNNs and Transformers
  1 Jun 2023 · 1 repository · arXiv:2306.00288
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Accurate and Structured Pruning for Efficient Automatic Speech Recognition
  31 May 2023 · 0 repositories · arXiv:2305.19549
• Lottery Tickets in Evolutionary Optimization: On Sparse Backpropagation-Free Trainability
  31 May 2023 · 1 repository · arXiv:2306.00045
  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: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Optimal Sets and Solution Paths of ReLU Networks
  31 May 2023 · 1 repository · arXiv:2306.00119
• Budget-Aware Graph Convolutional Network Design using Probabilistic Magnitude Pruning
  30 May 2023 · 0 repositories · arXiv:2305.19343
• E-PANNs: Sound Recognition Using Efficient Pre-trained Audio Neural Networks
  30 May 2023 · 1 repository · arXiv:2305.18665
• Generalization Bounds for Magnitude-Based Pruning via Sparse Matrix Sketching
  30 May 2023 · 0 repositories · arXiv:2305.18789
• Geometry-aware training of factorized layers in tensor Tucker format
  30 May 2023 · 0 repositories · arXiv:2305.19059
• DiffRate : Differentiable Compression Rate for Efficient Vision Transformers
  29 May 2023 · 1 repository · arXiv:2305.17997
• Neural Network Reduction with Guided Regularizers
  29 May 2023 · 0 repositories · arXiv:2305.18448
• Out-of-Distributed Semantic Pruning for Robust Semi-Supervised Learning
  29 May 2023 · 1 repository · arXiv:2305.18158
  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)
• SlimFit: Memory-Efficient Fine-Tuning of Transformer-based Models Using Training Dynamics
  29 May 2023 · 0 repositories · arXiv:2305.18513
• VLSD—An Efficient Subgroup Discovery Algorithm Based on Equivalence Classes and Optimistic Estimate
  29 May 2023 · 1 repository
• A Three-regime Model of Network Pruning
  28 May 2023 · 1 repository · arXiv:2305.18383
  Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• One Network, Many Masks: Towards More Parameter-Efficient Transfer Learning
  28 May 2023 · 1 repository · arXiv:2305.17682
  Syntology official (archive's flag): 1 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) · 1 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning
  28 May 2023 · 1 repository · arXiv:2305.18403
  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) · 3 unverified (of 5 harvested samples)
• Repeated Random Sampling for Minimizing the Time-to-Accuracy of Learning
  28 May 2023 · 1 repository · arXiv:2305.18424