Methods › General › Model Compression › Pruning › Papers, page 19

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 19 of 39: papers 1,801 to 1,900 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.

• Does `Deep Learning on a Data Diet' reproduce? Overall yes, but GraNd at Initialization does not
  26 Mar 2023 · 1 repository · arXiv:2303.14753
• Exploring the Performance of Pruning Methods in Neural Networks: An Empirical Study of the Lottery Ticket Hypothesis
  26 Mar 2023 · 1 repository · arXiv:2303.15479
• Task-oriented Memory-efficient Pruning-Adapter
  26 Mar 2023 · 1 repository · arXiv:2303.14704
• Prompt-Guided Transformers for End-to-End Open-Vocabulary Object Detection
  25 Mar 2023 · 0 repositories · arXiv:2303.14386
• LINe: Out-of-Distribution Detection by Leveraging Important Neurons
  24 Mar 2023 · 1 repository · arXiv:2303.13995
  Syntology official (archive's flag): 17 ran · 17 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; 7 where Syntology's instrument failed) · 3 unverified (of 20 harvested samples) · 2 pointer-only (licence)
• Adaptive Multi-scale Online Likelihood Network for AI-assisted Interactive Segmentation
  23 Mar 2023 · 1 repository · arXiv:2303.13696
• CP³: Channel Pruning Plug-in for Point-based Networks
  23 Mar 2023 · 0 repositories · arXiv:2303.13097
• GrapeQA: GRaph Augmentation and Pruning to Enhance Question-Answering
  22 Mar 2023 · 0 repositories · arXiv:2303.12320
• Performance-aware Approximation of Global Channel Pruning for Multitask CNNs
  21 Mar 2023 · 2 repositories · arXiv:2303.11923
• Protective Self-Adaptive Pruning to Better Compress DNNs
  21 Mar 2023 · 0 repositories · arXiv:2303.11881
• Greedy Pruning with Group Lasso Provably Generalizes for Matrix Sensing
  20 Mar 2023 · 0 repositories · arXiv:2303.11453
• Induced Feature Selection by Structured Pruning
  20 Mar 2023 · 0 repositories · arXiv:2303.10999
• Deep Graph-based Spatial Consistency for Robust Non-rigid Point Cloud Registration
  17 Mar 2023 · 1 repository · arXiv:2303.09950
• Dynamic Structure Pruning for Compressing CNNs
  17 Mar 2023 · 1 repository · arXiv:2303.09736
  Syntology official (archive's flag): 2 ran · 7 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution
  16 Mar 2023 · 2 repositories · arXiv:2303.09650
• Automatic Attention Pruning: Improving and Automating Model Pruning using Attentions
  14 Mar 2023 · 1 repository · arXiv:2303.08595
• Model-to-Circuit Cross-Approximation For Printed Machine Learning Classifiers
  14 Mar 2023 · 1 repository · arXiv:2303.08255
• SR-init: An interpretable layer pruning method
  14 Mar 2023 · 1 repository · arXiv:2303.07677
• Bag of Tricks with Quantized Convolutional Neural Networks for image classification
  13 Mar 2023 · 0 repositories · arXiv:2303.07080
• OTOV2: Automatic, Generic, User-Friendly
  13 Mar 2023 · 1 repository · arXiv:2303.06862
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• On Model Compression for Neural Networks: Framework, Algorithm, and Convergence Guarantee
  13 Mar 2023 · 1 repository · arXiv:2303.06815
• Symbolic Regression for PDEs using Pruned Differentiable Programs
  13 Mar 2023 · 0 repositories · arXiv:2303.07009
• FedLP: Layer-wise Pruning Mechanism for Communication-Computation Efficient Federated Learning
  11 Mar 2023 · 1 repository · arXiv:2303.06360
• Token Sparsification for Faster Medical Image Segmentation
  11 Mar 2023 · 1 repository · arXiv:2303.06522
• Complement Sparsification: Low-Overhead Model Pruning for Federated Learning
  10 Mar 2023 · 0 repositories · arXiv:2303.06237
• Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks
  10 Mar 2023 · 1 repository · arXiv:2303.07200
• Differential Privacy Meets Neural Network Pruning
  8 Mar 2023 · 0 repositories · arXiv:2303.04612
• InfoBatch: Lossless Training Speed Up by Unbiased Dynamic Data Pruning
  8 Mar 2023 · 1 repository · arXiv:2303.04947
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• X-Pruner: eXplainable Pruning for Vision Transformers
  8 Mar 2023 · 1 repository · arXiv:2303.04935
• Filter Pruning based on Information Capacity and Independence
  7 Mar 2023 · 0 repositories · arXiv:2303.03645
• Gradient-Free Structured Pruning with Unlabeled Data
  7 Mar 2023 · 0 repositories · arXiv:2303.04185
• One-4-All: Neural Potential Fields for Embodied Navigation
  7 Mar 2023 · 1 repository · arXiv:2303.04011
  Syntology 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) · 2 unverified (of 4 harvested samples)
• Scaling strategies for on-device low-complexity source separation with Conv-Tasnet
  6 Mar 2023 · 0 repositories · arXiv:2303.03005
• Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT
  5 Mar 2023 · 0 repositories · arXiv:2303.02668
• Scalable Object Detection on Embedded Devices Using Weight Pruning and Singular Value Decomposition
  5 Mar 2023 · 0 repositories · arXiv:2303.02735
• Training-Free Acceleration of ViTs with Delayed Spatial Merging
  4 Mar 2023 · 1 repository · arXiv:2303.02331
• Visual Saliency-Guided Channel Pruning for Deep Visual Detectors in Autonomous Driving
  4 Mar 2023 · 0 repositories · arXiv:2303.02512
• Data Association Aware POMDP Planning with Hypothesis Pruning Performance Guarantees
  3 Mar 2023 · 0 repositories · arXiv:2303.02139
• R-TOSS: A Framework for Real-Time Object Detection using Semi-Structured Pruning
  3 Mar 2023 · 0 repositories · arXiv:2303.02191
• TrojText: Test-time Invisible Textual Trojan Insertion
  3 Mar 2023 · 1 repository · arXiv:2303.02242
  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) · 1 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Average of Pruning: Improving Performance and Stability of Out-of-Distribution Detection
  2 Mar 2023 · 0 repositories · arXiv:2303.01201
• Parameter Sharing with Network Pruning for Scalable Multi-Agent Deep Reinforcement Learning
  2 Mar 2023 · 0 repositories · arXiv:2303.00912
• Ternary Quantization: A Survey
  2 Mar 2023 · 0 repositories · arXiv:2303.01505
• Distilled Reverse Attention Network for Open-world Compositional Zero-Shot Learning
  1 Mar 2023 · 0 repositories · arXiv:2303.00404
• Structured Pruning for Deep Convolutional Neural Networks: A survey
  1 Mar 2023 · 1 repository · arXiv:2303.00566
• AccelTran: A Sparsity-Aware Accelerator for Dynamic Inference with Transformers
  28 Feb 2023 · 1 repository · arXiv:2302.14705
  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) · 3 unverified (of 9 harvested samples)
• Fast as CHITA: Neural Network Pruning with Combinatorial Optimization
  28 Feb 2023 · 0 repositories · arXiv:2302.14623
• WISK: A Workload-aware Learned Index for Spatial Keyword Queries
  28 Feb 2023 · 0 repositories · arXiv:2302.14287
• Structured Pruning of Self-Supervised Pre-trained Models for Speech Recognition and Understanding
  27 Feb 2023 · 1 repository · arXiv:2302.14132
• Localizing Moments in Long Video Via Multimodal Guidance
  26 Feb 2023 · 1 repository · arXiv:2302.13372
• A Unified Framework for Soft Threshold Pruning
  25 Feb 2023 · 1 repository · arXiv:2302.13019
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data
  24 Feb 2023 · 2 repositories · arXiv:2302.12822
• Towards Computationally Efficient Responsibility Attribution in Decentralized Partially Observable MDPs
  24 Feb 2023 · 1 repository · arXiv:2302.12676
• Less is More: Data Pruning for Faster Adversarial Training
  23 Feb 2023 · 0 repositories · arXiv:2302.12366
• Mining compact high utility sequential patterns
  22 Feb 2023 · 1 repository · arXiv:2302.11426
• Classy Ensemble: A Novel Ensemble Algorithm for Classification
  21 Feb 2023 · 1 repository · arXiv:2302.10580
• Lightweight-Yet-Efficient: Revitalizing Ball-Tree for Point-to-Hyperplane Nearest Neighbor Search
  21 Feb 2023 · 1 repository · arXiv:2302.10626
• Structured Bayesian Compression for Deep Neural Networks Based on The Turbo-VBI Approach
  21 Feb 2023 · 0 repositories · arXiv:2302.10483
• Multiobjective Evolutionary Pruning of Deep Neural Networks with Transfer Learning for improving their Performance and Robustness
  20 Feb 2023 · 0 repositories · arXiv:2302.10253
• Learning a Consensus Sub-Network with Polarization Regularization and One Pass Training
  17 Feb 2023 · 0 repositories · arXiv:2302.10798
• Less is More: The Influence of Pruning on the Explainability of CNNs
  17 Feb 2023 · 0 repositories · arXiv:2302.08878
• LEVER: Learning to Verify Language-to-Code Generation with Execution
  16 Feb 2023 · 1 repository · arXiv:2302.08468
  Syntology official (archive's flag): 18 ran · 18 ran (of which 0 constructed an object rather than computing a result; 18 with no instrument failure: 0 honoured, 1 violated, 17 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 22 harvested samples) · 1 pointer-only (licence)
• ST-MFNet Mini: Knowledge Distillation-Driven Frame Interpolation
  16 Feb 2023 · 1 repository · arXiv:2302.08455
• WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks
  16 Feb 2023 · 1 repository · arXiv:2302.08185
• Towards Optimal Compression: Joint Pruning and Quantization
  15 Feb 2023 · 0 repositories · arXiv:2302.07612
• Data pruning and neural scaling laws: fundamental limitations of score-based algorithms
  14 Feb 2023 · 0 repositories · arXiv:2302.06960
• Reveal the Unknown: Out-of-Knowledge-Base Mention Discovery with Entity Linking
  14 Feb 2023 · 3 repositories · arXiv:2302.07189
• Explicit3D: Graph Network with Spatial Inference for Single Image 3D Object Detection
  13 Feb 2023 · 0 repositories · arXiv:2302.06494
• Workload-Balanced Pruning for Sparse Spiking Neural Networks
  13 Feb 2023 · 0 repositories · arXiv:2302.06746
• Autoselection of the Ensemble of Convolutional Neural Networks with Second-Order Cone Programming
  12 Feb 2023 · 1 repository · arXiv:2302.05950
• Quantum Neuron Selection: Finding High Performing Subnetworks With Quantum Algorithms
  12 Feb 2023 · 0 repositories · arXiv:2302.05984
• Metaphor Detection with Effective Context Denoising
  11 Feb 2023 · 1 repository · arXiv:2302.05611
• Pruning Deep Neural Networks from a Sparsity Perspective
  11 Feb 2023 · 1 repository · arXiv:2302.05601
  Syntology official (archive's flag): 1 ran · 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)
• Exploiting Sparsity in Pruned Neural Networks to Optimize Large Model Training
  10 Feb 2023 · 0 repositories · arXiv:2302.05045
• A Constant-per-Iteration Likelihood Ratio Test for Online Changepoint Detection for Exponential Family Models
  9 Feb 2023 · 0 repositories · arXiv:2302.04743
• Channelformer: Attention based Neural Solution for Wireless Channel Estimation and Effective Online Training
  8 Feb 2023 · 1 repository · arXiv:2302.04368
• Fast Linear Model Trees by PILOT
  8 Feb 2023 · 0 repositories · arXiv:2302.03931
• The Hardware Impact of Quantization and Pruning for Weights in Spiking Neural Networks
  8 Feb 2023 · 1 repository · arXiv:2302.04174
• What Matters In The Structured Pruning of Generative Language Models?
  7 Feb 2023 · 1 repository · arXiv:2302.03773
  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) · 6 unverified (of 8 harvested samples)
• A Log-Linear Non-Parametric Online Changepoint Detection Algorithm based on Functional Pruning
  6 Feb 2023 · 0 repositories · arXiv:2302.02718
• Joint Edge-Model Sparse Learning is Provably Efficient for Graph Neural Networks
  6 Feb 2023 · 0 repositories · arXiv:2302.02922
• Ten Lessons We Have Learned in the New "Sparseland": A Short Handbook for Sparse Neural Network Researchers
  6 Feb 2023 · 0 repositories · arXiv:2302.02596
• Knowledge Distillation in Vision Transformers: A Critical Review
  4 Feb 2023 · 0 repositories · arXiv:2302.02108
• Over-parameterised Shallow Neural Networks with Asymmetrical Node Scaling: Global Convergence Guarantees and Feature Learning
  2 Feb 2023 · 1 repository · arXiv:2302.01002
• Adaptive Search-and-Training for Robust and Efficient Network Pruning
  1 Feb 2023 · 1 repository
• TAP: Accelerating Large-Scale DNN Training Through Tensor Automatic Parallelisation
  1 Feb 2023 · 0 repositories · arXiv:2302.00247
• UPop: Unified and Progressive Pruning for Compressing Vision-Language Transformers
  31 Jan 2023 · 2 repositories · arXiv:2301.13741
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• DepGraph: Towards Any Structural Pruning
  30 Jan 2023 · 1 repository · arXiv:2301.12900
  Syntology official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples)
• Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits
  28 Jan 2023 · 0 repositories · arXiv:2301.12168
• Efficient Latency-Aware CNN Depth Compression via Two-Stage Dynamic Programming
  28 Jan 2023 · 1 repository · arXiv:2301.12187
  Syntology official (archive's flag): 2 ran · 2 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 1 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 4 harvested samples)
• Understanding INT4 Quantization for Transformer Models: Latency Speedup, Composability, and Failure Cases
  27 Jan 2023 · 1 repository · arXiv:2301.12017
• Voting from Nearest Tasks: Meta-Vote Pruning of Pre-trained Models for Downstream Tasks
  27 Jan 2023 · 0 repositories · arXiv:2301.11560
• Break It Down: Evidence for Structural Compositionality in Neural Networks
  26 Jan 2023 · 1 repository · arXiv:2301.10884
• Rewarded meta-pruning: Meta Learning with Rewards for Channel Pruning
  26 Jan 2023 · 1 repository · arXiv:2301.11063
• Increasing Fairness via Combination with Learning Guarantees
  25 Jan 2023 · 0 repositories · arXiv:2301.10813
• When Layers Play the Lottery, all Tickets Win at Initialization
  25 Jan 2023 · 1 repository · arXiv:2301.10835
• A Robust Hypothesis Test for Tree Ensemble Pruning
  24 Jan 2023 · 0 repositories · arXiv:2301.10115
• Unifying Synergies between Self-supervised Learning and Dynamic Computation
  22 Jan 2023 · 1 repository · arXiv:2301.09164
• Accelerating and Compressing Deep Neural Networks for Massive MIMO CSI Feedback
  20 Jan 2023 · 1 repository · arXiv:2304.01914
• Getting Away with More Network Pruning: From Sparsity to Geometry and Linear Regions
  19 Jan 2023 · 0 repositories · arXiv:2301.07966