Methods › General › Model Compression › Pruning › Papers, page 15

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 15 of 39: papers 1,401 to 1,500 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.

• Faster Minimum Bayes Risk Decoding with Confidence-based Pruning
  25 Nov 2023 · 1 repository · arXiv:2311.14919
  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)
• Analysing the Impact of Removing Infrequent Words on Topic Quality in LDA Models
  24 Nov 2023 · 0 repositories · arXiv:2311.14505
• CRISP: Hybrid Structured Sparsity for Class-aware Model Pruning
  24 Nov 2023 · 1 repository · arXiv:2311.14272
• You Only Explain Once
  23 Nov 2023 · 0 repositories · arXiv:2311.14081
• AdaptiveFL: Adaptive Heterogeneous Federated Learning for Resource-Constrained AIoT Systems
  22 Nov 2023 · 0 repositories · arXiv:2311.13166
• Pruning-Based Extraction of Descriptions from Probabilistic Circuits
  22 Nov 2023 · 0 repositories · arXiv:2311.13379
• Input Compression with Positional Consistency for Efficient Training and Inference of Transformer Neural Networks
  22 Nov 2023 · 1 repository · arXiv:2312.12385
• Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning
  22 Nov 2023 · 1 repository · arXiv:2311.13613
  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: 0 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• Mechanistically analyzing the effects of fine-tuning on procedurally defined tasks
  21 Nov 2023 · 0 repositories · arXiv:2311.12786
• Neural Network Pruning by Gradient Descent
  21 Nov 2023 · 1 repository · arXiv:2311.12526
• Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
  20 Nov 2023 · 1 repository · arXiv:2311.12028
• Optimal Locally Private Nonparametric Classification with Public Data
  19 Nov 2023 · 1 repository · arXiv:2311.11369
• Physics-Enhanced TinyML for Real-Time Detection of Ground Magnetic Anomalies
  19 Nov 2023 · 0 repositories · arXiv:2311.11452
• Energizing Federated Learning via Filter-Aware Attention
  18 Nov 2023 · 0 repositories · arXiv:2311.12049
• Pursing the Sparse Limitation of Spiking Deep Learning Structures
  18 Nov 2023 · 0 repositories · arXiv:2311.12060
• Archtree: on-the-fly tree-structured exploration for latency-aware pruning of deep neural networks
  17 Nov 2023 · 0 repositories · arXiv:2311.10549
• Hierarchical Pruning of Deep Ensembles with Focal Diversity
  17 Nov 2023 · 1 repository · arXiv:2311.10293
• Using Cooperative Game Theory to Prune Neural Networks
  17 Nov 2023 · 0 repositories · arXiv:2311.10468
• Mitigating Biases for Instruction-following Language Models via Bias Neurons Elimination
  16 Nov 2023 · 0 repositories · arXiv:2311.09627
• On the Impact of Calibration Data in Post-training Quantization and Pruning
  16 Nov 2023 · 0 repositories · arXiv:2311.09755
• Investigating the Impact of Weight Sharing Decisions on Knowledge Transfer in Continual Learning
  16 Nov 2023 · 0 repositories · arXiv:2311.09506
• Polynomially Over-Parameterized Convolutional Neural Networks Contain Structured Strong Winning Lottery Tickets
  16 Nov 2023 · 0 repositories · arXiv:2311.09858
• Data Augmentations in Deep Weight Spaces
  15 Nov 2023 · 0 repositories · arXiv:2311.08851
• Do Localization Methods Actually Localize Memorized Data in LLMs? A Tale of Two Benchmarks
  15 Nov 2023 · 2 repositories · arXiv:2311.09060
  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) · 9 unverified (of 15 harvested samples)
• FedCode: Communication-Efficient Federated Learning via Transferring Codebooks
  15 Nov 2023 · 0 repositories · arXiv:2311.09270
• Investigating Hallucinations in Pruned Large Language Models for Abstractive Summarization
  15 Nov 2023 · 1 repository · arXiv:2311.09335
• SparseSpikformer: A Co-Design Framework for Token and Weight Pruning in Spiking Transformer
  15 Nov 2023 · 0 repositories · arXiv:2311.08806
• CoRE-CoG: Conversational Recommendation of Entities using Constrained Generation
  14 Nov 2023 · 0 repositories · arXiv:2311.08511
• Lite it fly: An All-Deformable-Butterfly Network
  14 Nov 2023 · 0 repositories · arXiv:2311.08125
• Activity Sparsity Complements Weight Sparsity for Efficient RNN Inference
  13 Nov 2023 · 0 repositories · arXiv:2311.07625
• MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions
  13 Nov 2023 · 1 repository · arXiv:2311.07326
• Pruning random resistive memory for optimizing analogue AI
  13 Nov 2023 · 0 repositories · arXiv:2311.07164
• EPIM: Efficient Processing-In-Memory Accelerators based on Epitome
  12 Nov 2023 · 0 repositories · arXiv:2311.07620
• Inference and Interference: The Role of Clipping, Pruning and Loss Landscapes in Differentially Private Stochastic Gradient Descent
  12 Nov 2023 · 0 repositories · arXiv:2311.06839
• Transfer Learning for Structured Pruning under Limited Task Data
  10 Nov 2023 · 0 repositories · arXiv:2311.06382
• Beyond Size: How Gradients Shape Pruning Decisions in Large Language Models
  8 Nov 2023 · 2 repositories · arXiv:2311.04902
  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) · 4 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Cup Curriculum: Curriculum Learning on Model Capacity
  7 Nov 2023 · 1 repository · arXiv:2311.03956
  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) · 0 unverified (of 3 harvested samples)
• GTP-ViT: Efficient Vision Transformers via Graph-based Token Propagation
  6 Nov 2023 · 1 repository · arXiv:2311.03035
  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) · 1 unverified (of 2 harvested samples)
• Brain-Inspired Efficient Pruning: Exploiting Criticality in Spiking Neural Networks
  5 Nov 2023 · 0 repositories · arXiv:2311.16141
• Efficient Model-Based Deep Learning via Network Pruning and Fine-Tuning
  3 Nov 2023 · 1 repository · arXiv:2311.02003
• Revisiting the Knowledge Injection Frameworks
  2 Nov 2023 · 0 repositories · arXiv:2311.01150
• Robust Data Pruning under Label Noise via Maximizing Re-labeling Accuracy
  2 Nov 2023 · 1 repository · arXiv:2311.01002
  Syntology official (archive's flag): 14 ran · 14 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 16 harvested samples) · 5 pointer-only (licence)
• Federated Topic Model and Model Pruning Based on Variational Autoencoder
  1 Nov 2023 · 0 repositories · arXiv:2311.00314
• LLMRec: Large Language Models with Graph Augmentation for Recommendation
  1 Nov 2023 · 1 repository · arXiv:2311.00423
  Syntology official (archive's flag): 15 ran · 15 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 1 violated, 12 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 16 harvested samples) · 6 pointer-only (licence)
• Balancing Act: Constraining Disparate Impact in Sparse Models
  31 Oct 2023 · 3 repositories · arXiv:2310.20673
  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) · 2 unverified (of 4 harvested samples)
• Adapter Pruning using Tropical Characterization
  30 Oct 2023 · 0 repositories · arXiv:2310.19232
• Bridging Lottery Ticket and Grokking: Understanding Grokking from Inner Structure of Networks
  30 Oct 2023 · 1 repository · arXiv:2310.19470
  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) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• PriPrune: Quantifying and Preserving Privacy in Pruned Federated Learning
  30 Oct 2023 · 0 repositories · arXiv:2310.19958
• Resource Constrained Semantic Segmentation for Waste Sorting
  30 Oct 2023 · 1 repository · arXiv:2310.19407
• SparseByteNN: A Novel Mobile Inference Acceleration Framework Based on Fine-Grained Group Sparsity
  30 Oct 2023 · 0 repositories · arXiv:2310.19509
• Linear Mode Connectivity in Sparse Neural Networks
  28 Oct 2023 · 0 repositories · arXiv:2310.18769
• Bridging The Gaps Between Token Pruning and Full Pre-training via Masked Fine-tuning
  26 Oct 2023 · 0 repositories · arXiv:2310.17177
• PAC-tuning:Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent
  26 Oct 2023 · 0 repositories · arXiv:2310.17588
• GraFT: Gradual Fusion Transformer for Multimodal Re-Identification
  25 Oct 2023 · 0 repositories · arXiv:2310.16856
• E-Sparse: Boosting the Large Language Model Inference through Entropy-based N:M Sparsity
  24 Oct 2023 · 0 repositories · arXiv:2310.15929
• LoRAShear: Efficient Large Language Model Structured Pruning and Knowledge Recovery
  24 Oct 2023 · 2 repositories · arXiv:2310.18356
  Syntology 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) · 2 unverified (of 3 harvested samples)
• Mixture-of-Linguistic-Experts Adapters for Improving and Interpreting Pre-trained Language Models
  24 Oct 2023 · 0 repositories · arXiv:2310.16240
• Data Pruning via Moving-one-Sample-out
  23 Oct 2023 · 0 repositories · arXiv:2310.14664
• Federated learning compression designed for lightweight communications
  23 Oct 2023 · 1 repository · arXiv:2310.14693
• LXMERT Model Compression for Visual Question Answering
  23 Oct 2023 · 2 repositories · arXiv:2310.15325
• MGAS: Multi-Granularity Architecture Search for Trade-Off Between Model Effectiveness and Efficiency
  23 Oct 2023 · 0 repositories · arXiv:2310.15074
• You Only Condense Once: Two Rules for Pruning Condensed Datasets
  21 Oct 2023 · 1 repository · arXiv:2310.14019
  Syntology official (archive's flag): 13 ran · 13 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; 2 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 16 pointer-only (licence)
• CNN-based Prediction of Partition Path for VVC Fast Inter Partitioning Using Motion Fields
  20 Oct 2023 · 2 repositories · arXiv:2310.13838
• Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection
  19 Oct 2023 · 0 repositories · arXiv:2310.13183
• How a student becomes a teacher: learning and forgetting through Spectral methods
  19 Oct 2023 · 1 repository · arXiv:2310.12612
  Syntology official (archive's flag): 2 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) · 4 pointer-only (licence)
• Interpreting CLIP: Insights on the Robustness to ImageNet Distribution Shifts
  19 Oct 2023 · 0 repositories · arXiv:2310.13040
• Survival of the Most Influential Prompts: Efficient Black-Box Prompt Search via Clustering and Pruning
  19 Oct 2023 · 1 repository · arXiv:2310.12774
  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)
• Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models
  19 Oct 2023 · 0 repositories · arXiv:2310.13191
• Conservative Predictions on Noisy Financial Data
  18 Oct 2023 · 0 repositories · arXiv:2310.11815
• KI-PMF: Knowledge Integrated Plausible Motion Forecasting
  18 Oct 2023 · 0 repositories · arXiv:2310.12007
• In defense of parameter sharing for model-compression
  17 Oct 2023 · 0 repositories · arXiv:2310.11611
• Iterative Shallow Fusion of Backward Language Model for End-to-End Speech Recognition
  17 Oct 2023 · 0 repositories · arXiv:2310.11010
• GEVO-ML: Optimizing Machine Learning Code with Evolutionary Computation
  16 Oct 2023 · 0 repositories · arXiv:2310.10211
• NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models
  16 Oct 2023 · 1 repository · arXiv:2310.10054
• The Road to On-board Change Detection: A Lightweight Patch-Level Change Detection Network via Exploring the Potential of Pruning and Pooling
  16 Oct 2023 · 0 repositories · arXiv:2310.10166
• Does CLIP's Generalization Performance Mainly Stem from High Train-Test Similarity?
  14 Oct 2023 · 1 repository · arXiv:2310.09562
  Syntology official: harvested, nothing 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) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Edge-InversionNet: Enabling Efficient Inference of InversionNet on Edge Devices
  14 Oct 2023 · 0 repositories · arXiv:2310.09667
• One-Shot Sensitivity-Aware Mixed Sparsity Pruning for Large Language Models
  14 Oct 2023 · 1 repository · arXiv:2310.09499
  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, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 7 unverified (of 11 harvested samples) · 11 pointer-only (licence)
• Dynamic Sparse No Training: Training-Free Fine-tuning for Sparse LLMs
  13 Oct 2023 · 1 repository · arXiv:2310.08915
  Syntology official (archive's flag): 8 ran · 8 ran (of which 2 constructed an object rather than computing a result; 6 with no instrument failure: 2 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 15 harvested samples) · 15 pointer-only (licence)
• Exploring Sparse Spatial Relation in Graph Inference for Text-Based VQA
  13 Oct 2023 · 0 repositories · arXiv:2310.09147
• Samples on Thin Ice: Re-Evaluating Adversarial Pruning of Neural Networks
  12 Oct 2023 · 0 repositories · arXiv:2310.08073
• D2 Pruning: Message Passing for Balancing Diversity and Difficulty in Data Pruning
  11 Oct 2023 · 1 repository · arXiv:2310.07931
  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) · 3 unverified (of 10 harvested samples)
• Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation
  11 Oct 2023 · 0 repositories · arXiv:2310.07506
• Filter Pruning For CNN With Enhanced Linear Representation Redundancy
  10 Oct 2023 · 1 repository · arXiv:2310.06344
• Rule Mining for Correcting Classification Models
  10 Oct 2023 · 0 repositories · arXiv:2310.06446
• Sheared LLaMA: Accelerating Language Model Pre-training via Structured Pruning
  10 Oct 2023 · 2 repositories · arXiv:2310.06694
  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) · 0 unverified (of 3 harvested samples)
• Skeleton Ground Truth Extraction: Methodology, Annotation Tool and Benchmarks
  10 Oct 2023 · 1 repository · arXiv:2310.06437
• SUBP: Soft Uniform Block Pruning for 1xN Sparse CNNs Multithreading Acceleration
  10 Oct 2023 · 1 repository · arXiv:2310.06218
  Syntology official (archive's flag): 2 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) · 3 pointer-only (licence)
• Compressing Context to Enhance Inference Efficiency of Large Language Models
  9 Oct 2023 · 2 repositories · arXiv:2310.06201
  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) · 1 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• No Token Left Behind: Efficient Vision Transformer via Dynamic Token Idling
  9 Oct 2023 · 1 repository · arXiv:2310.05654
• Compresso: Structured Pruning with Collaborative Prompting Learns Compact Large Language Models
  8 Oct 2023 · 1 repository · arXiv:2310.05015
  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) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity
  8 Oct 2023 · 1 repository · arXiv:2310.05175
  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) · 4 unverified (of 6 harvested samples)
• SWAP: Sparse Entropic Wasserstein Regression for Robust Network Pruning
  7 Oct 2023 · 1 repository · arXiv:2310.04918
  Syntology official (archive's flag): 5 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• The Cost of Down-Scaling Language Models: Fact Recall Deteriorates before In-Context Learning
  7 Oct 2023 · 0 repositories · arXiv:2310.04680
• Can pruning make Large Language Models more efficient?
  6 Oct 2023 · 0 repositories · arXiv:2310.04573
• Improving Stability in Simultaneous Speech Translation: A Revision-Controllable Decoding Approach
  6 Oct 2023 · 0 repositories · arXiv:2310.04399
• On the Two Sides of Redundancy in Graph Neural Networks
  6 Oct 2023 · 0 repositories · arXiv:2310.04190
• SPADE: Sparsity-Guided Debugging for Deep Neural Networks
  6 Oct 2023 · 1 repository · arXiv:2310.04519
  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: 1 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 4 unverified (of 9 harvested samples) · 9 pointer-only (licence)
• Neural Language Model Pruning for Automatic Speech Recognition
  5 Oct 2023 · 0 repositories · arXiv:2310.03424
• Table grape inflorescence detection and clamping point localisation based on channel pruned YOLO V7-TP
  5 Oct 2023 · 0 repositories