Methods › General › Model Compression › Pruning › Papers, page 11
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 11 of 39: papers 1,001 to 1,100 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.
-
STAR: A First-Ever Dataset and A Large-Scale Benchmark for Scene Graph Generation in Large-Size Satellite Imagery 13 Jun 2024 · 3 repositories · arXiv:2406.09410
-
A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models 12 Jun 2024 · 0 repositories · arXiv:2406.07929
-
Adaptively Bypassing Vision Transformer Blocks for Efficient Visual Tracking 12 Jun 2024 · 0 repositories · arXiv:2406.08037
-
ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models 12 Jun 2024 · 0 repositories · arXiv:2406.07831
-
Asymptotic Unbiased Sample Sampling to Speed Up Sharpness-Aware Minimization 12 Jun 2024 · 0 repositories · arXiv:2406.08001
-
Pruning is Optimal for Learning Sparse Features in High-Dimensions 12 Jun 2024 · 0 repositories · arXiv:2406.08658
-
Beyond Model Collapse: Scaling Up with Synthesized Data Requires Verification 11 Jun 2024 · 0 repositories · arXiv:2406.07515
-
Enhancing Tabular Data Optimization with a Flexible Graph-based Reinforced Exploration Strategy 11 Jun 2024 · 0 repositories · arXiv:2406.07404
-
MoreauPruner: Robust Pruning of Large Language Models against Weight Perturbations 11 Jun 2024 · 1 repository · arXiv:2406.07017
-
Geometric sparsification in recurrent neural networks 10 Jun 2024 · 1 repository · arXiv:2406.06290
-
CorrMAE: Pre-training Correspondence Transformers with Masked Autoencoder 9 Jun 2024 · 0 repositories · arXiv:2406.05773
-
An Efficient Framework for Crediting Data Contributors of Diffusion Models 9 Jun 2024 · 0 repositories · arXiv:2407.03153
-
Federated LoRA with Sparse Communication 7 Jun 2024 · 1 repository · arXiv:2406.05233
-
Optimal Eye Surgeon: Finding Image Priors through Sparse Generators at Initialization 7 Jun 2024 · 1 repository · arXiv:2406.05288
-
Optimal Recurrent Network Topologies for Dynamical Systems Reconstruction 7 Jun 2024 · 1 repository · arXiv:2406.04934
-
Sexism Detection on a Data Diet 7 Jun 2024 · 0 repositories · arXiv:2406.04892
-
VTrans: Accelerating Transformer Compression with Variational Information Bottleneck based Pruning 7 Jun 2024 · 0 repositories · arXiv:2406.05276
-
Concurrent Training and Layer Pruning of Deep Neural Networks 6 Jun 2024 · 0 repositories · arXiv:2406.04549
-
Decay Pruning Method: Smooth Pruning With a Self-Rectifying Procedure 6 Jun 2024 · 1 repository · arXiv:2406.03879
-
ELFS: Enhancing Label-Free Coreset Selection via Clustering-based Pseudo-Labeling 6 Jun 2024 · 1 repository · arXiv:2406.04273Syntology 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)
-
Enhancing In-Context Learning Performance with just SVD-Based Weight Pruning: A Theoretical Perspective 6 Jun 2024 · 1 repository · arXiv:2406.03768Syntology 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)
-
Light-PEFT: Lightening Parameter-Efficient Fine-Tuning via Early Pruning 6 Jun 2024 · 1 repository · arXiv:2406.03792Syntology official (archive's flag): 4 ran · 4 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; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 6 pointer-only (licence)
-
Improving Plan Execution Flexibility using Block-Substitution 5 Jun 2024 · 0 repositories · arXiv:2406.03091
-
Pruner-Zero: Evolving Symbolic Pruning Metric from scratch for Large Language Models 5 Jun 2024 · 1 repository · arXiv:2406.02924Syntology official (archive's flag): 8 ran · 8 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; 3 where Syntology's instrument failed) · 9 unverified (of 17 harvested samples) · 2 pointer-only (licence)
-
Branches: Efficiently Seeking Optimal Sparse Decision Trees with AO* 4 Jun 2024 · 1 repository · arXiv:2406.02175Syntology 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)
-
Cyclic Sparse Training: Is it Enough? 4 Jun 2024 · 0 repositories · arXiv:2406.02773
-
ERes2NetV2: Boosting Short-Duration Speaker Verification Performance with Computational Efficiency 4 Jun 2024 · 0 repositories · arXiv:2406.02167
-
Linguistic Fingerprint in Transformer Models: How Language Variation Influences Parameter Selection in Irony Detection 4 Jun 2024 · 0 repositories · arXiv:2406.02338
-
Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation 4 Jun 2024 · 0 repositories · arXiv:2406.02336
-
A New Branch-and-Bound Pruning Framework for ℓ₀-Regularized Problems 3 Jun 2024 · 2 repositories · arXiv:2406.03504Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
-
BMRS: Bayesian Model Reduction for Structured Pruning 3 Jun 2024 · 1 repository · arXiv:2406.01345Syntology official (archive's flag): 11 ran · 11 ran (of which 1 constructed an object rather than computing a result; 10 with no instrument failure: 9 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 11 harvested samples) · 11 pointer-only (licence)
-
DHA: Learning Decoupled-Head Attention from Transformer Checkpoints via Adaptive Heads Fusion 3 Jun 2024 · 0 repositories · arXiv:2406.06567
-
Effective Subset Selection Through The Lens of Neural Network Pruning 3 Jun 2024 · 0 repositories · arXiv:2406.01086
-
HBTP: Heuristic Behavior Tree Planning with Large Language Model Reasoning 3 Jun 2024 · 1 repository · arXiv:2406.00965
-
EffiQA: Efficient Question-Answering with Strategic Multi-Model Collaboration on Knowledge Graphs 3 Jun 2024 · 0 repositories · arXiv:2406.01238
-
Finding Lottery Tickets in Vision Models via Data-driven Spectral Foresight Pruning 3 Jun 2024 · 1 repository · arXiv:2406.01820
-
Focus on the Core: Efficient Attention via Pruned Token Compression for Document Classification 3 Jun 2024 · 0 repositories · arXiv:2406.01283
-
Toward Efficient Deep Spiking Neuron Networks:A Survey On Compression 3 Jun 2024 · 0 repositories · arXiv:2407.08744
-
Towards Efficient Deep Spiking Neural Networks Construction with Spiking Activity based Pruning 3 Jun 2024 · 0 repositories · arXiv:2406.01072
-
PruNeRF: Segment-Centric Dataset Pruning via 3D Spatial Consistency 2 Jun 2024 · 0 repositories · arXiv:2406.00798
-
Memorized Images in Diffusion Models share a Subspace that can be Located and Deleted 1 Jun 2024 · 0 repositories · arXiv:2406.18566
-
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead 1 Jun 2024 · 1 repository · arXiv:2406.00431Syntology official (archive's flag): 4 ran · 4 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; 0 where Syntology's instrument failed) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
-
Automatic Channel Pruning for Multi-Head Attention 31 May 2024 · 0 repositories · arXiv:2405.20867
-
Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study 31 May 2024 · 0 repositories · arXiv:2405.20876
-
Sparse-ProxSkip: Accelerated Sparse-to-Sparse Training in Federated Learning 31 May 2024 · 0 repositories · arXiv:2405.20623
-
Self-degraded contrastive domain adaptation for industrial fault diagnosis with bi-imbalanced data 31 May 2024 · 0 repositories · arXiv:2405.20700
-
The EarlyBird Gets the WORM: Heuristically Accelerating EarlyBird Convergence 31 May 2024 · 0 repositories · arXiv:2406.11872
-
Dual sparse training framework: inducing activation map sparsity via Transformed ℓ1 regularization 30 May 2024 · 0 repositories · arXiv:2405.19652
-
GaussianRoom: Improving 3D Gaussian Splatting with SDF Guidance and Monocular Cues for Indoor Scene Reconstruction 30 May 2024 · 0 repositories · arXiv:2405.19671
-
Occam Gradient Descent 30 May 2024 · 1 repository · arXiv:2405.20194
-
Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models 30 May 2024 · 0 repositories · arXiv:2405.20541
-
Unveiling and Mitigating Backdoor Vulnerabilities based on Unlearning Weight Changes and Backdoor Activeness 30 May 2024 · 0 repositories · arXiv:2405.20291
-
ConceptPrune: Concept Editing in Diffusion Models via Skilled Neuron Pruning 29 May 2024 · 2 repositories · arXiv:2405.19237
-
Critical Learning Periods: Leveraging Early Training Dynamics for Efficient Data Pruning 29 May 2024 · 0 repositories · arXiv:2405.19462
-
LP-3DGS: Learning to Prune 3D Gaussian Splatting 29 May 2024 · 0 repositories · arXiv:2405.18784
-
STAT: Shrinking Transformers After Training 29 May 2024 · 0 repositories · arXiv:2406.00061
-
UniPTS: A Unified Framework for Proficient Post-Training Sparsity 29 May 2024 · 1 repository · arXiv:2405.18810
-
Deep Network Pruning: A Comparative Study on CNNs in Face Recognition 28 May 2024 · 0 repositories · arXiv:2405.18302
-
FinerCut: Finer-grained Interpretable Layer Pruning for Large Language Models 28 May 2024 · 0 repositories · arXiv:2405.18218
-
LLaMA-NAS: Efficient Neural Architecture Search for Large Language Models 28 May 2024 · 0 repositories · arXiv:2405.18377
-
Magnitude-based Neuron Pruning for Backdoor Defens 28 May 2024 · 0 repositories · arXiv:2405.17750
-
Rethinking Pruning for Backdoor Mitigation: An Optimization Perspective 28 May 2024 · 0 repositories · arXiv:2405.17746
-
SafeguardGS: 3D Gaussian Primitive Pruning While Avoiding Catastrophic Scene Destruction 28 May 2024 · 1 repository · arXiv:2405.17793
-
SLMRec: Distilling Large Language Models into Small for Sequential Recommendation 28 May 2024 · 1 repository · arXiv:2405.17890Syntology official: harvested, nothing ran · 0 ran · 3 unverified (of 3 harvested samples) · 3 pointer-only (licence)
-
CHESS: Contextual Harnessing for Efficient SQL Synthesis 27 May 2024 · 2 repositories · arXiv:2405.16755Syntology 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) · 0 unverified (of 6 harvested samples)
-
DoRA: Enhancing Parameter-Efficient Fine-Tuning with Dynamic Rank Distribution 27 May 2024 · 4 repositories · arXiv:2405.17357
-
Effective Layer Pruning Through Similarity Metric Perspective 27 May 2024 · 1 repository · arXiv:2405.17081
-
A Provably Effective Method for Pruning Experts in Fine-tuned Sparse Mixture-of-Experts 26 May 2024 · 0 repositories · arXiv:2405.16646
-
GRAG: Graph Retrieval-Augmented Generation 26 May 2024 · 1 repository · arXiv:2405.16506
-
Subspace Node Pruning 26 May 2024 · 0 repositories · arXiv:2405.17506
-
SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models 25 May 2024 · 1 repository · arXiv:2405.16057
-
Dissecting the Interplay of Attention Paths in a Statistical Mechanics Theory of Transformers 24 May 2024 · 1 repository · arXiv:2405.15926
-
Large Language Model Pruning 24 May 2024 · 0 repositories · arXiv:2406.00030
-
Learning accurate and interpretable tree-based models 24 May 2024 · 0 repositories · arXiv:2405.15911
-
Graph Sparsification via Mixture of Graphs 23 May 2024 · 1 repository · arXiv:2405.14260Syntology 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) · 1 pointer-only (licence)
-
A rescaling-invariant Lipschitz bound based on path-metrics for modern ReLU network parameterizations 23 May 2024 · 0 repositories · arXiv:2405.15006
-
PrivCirNet: Efficient Private Inference via Block Circulant Transformation 23 May 2024 · 1 repository · arXiv:2405.14569Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
-
Real Time Deep Learning Weapon Detection Techniques for Mitigating Lone Wolf Attacks 23 May 2024 · 0 repositories · arXiv:2405.14148
-
GS-ROR²: Bidirectional-guided 3DGS and SDF for Reflective Object Relighting and Reconstruction 22 May 2024 · 0 repositories · arXiv:2406.18544
-
Combining Relevance and Magnitude for Resource-Aware DNN Pruning 21 May 2024 · 0 repositories · arXiv:2405.13088
-
Explaining Expert Search and Team Formation Systems with ExES 21 May 2024 · 0 repositories · arXiv:2405.12881
-
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference 21 May 2024 · 2 repositories · arXiv:2405.12532Syntology 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)
-
Distill-then-prune: An Efficient Compression Framework for Real-time Stereo Matching Network on Edge Devices 20 May 2024 · 0 repositories · arXiv:2405.11809
-
Knowledge Graph Pruning for Recommendation 19 May 2024 · 0 repositories · arXiv:2405.11531
-
Cost-Effective Fault Tolerance for CNNs Using Parameter Vulnerability Based Hardening and Pruning 17 May 2024 · 0 repositories · arXiv:2405.10658
-
Feature-based Low-Rank Compression of Large Language Models via Bayesian Optimization 17 May 2024 · 0 repositories · arXiv:2405.10616
-
Federated Hybrid Model Pruning through Loss Landscape Exploration 16 May 2024 · 1 repository · arXiv:2405.10271
-
HW-GPT-Bench: Hardware-Aware Architecture Benchmark for Language Models 16 May 2024 · 2 repositories · arXiv:2405.10299
-
A Robust UAV-Based Approach for Power-Modulated Jammer Localization Using DoA 15 May 2024 · 0 repositories · arXiv:2405.09245
-
Phylotrack: C++ and Python libraries for in silico phylogenetic tracking 15 May 2024 · 1 repository · arXiv:2405.09389
-
Achieving Fairness Through Channel Pruning for Dermatological Disease Diagnosis 14 May 2024 · 1 repository · arXiv:2405.08681
-
Scalable Sparse Regression for Model Discovery: The Fast Lane to Insight 14 May 2024 · 2 repositories · arXiv:2405.09579
-
Neural Network Compression for Reinforcement Learning Tasks 13 May 2024 · 0 repositories · arXiv:2405.07748
-
RAGE Against the Machine: Retrieval-Augmented LLM Explanations 11 May 2024 · 0 repositories · arXiv:2405.13000
-
Characterizing the Accuracy -- Efficiency Trade-off of Low-rank Decomposition in Language Models 10 May 2024 · 0 repositories · arXiv:2405.06626
-
Pruning as a Domain-specific LLM Extractor 10 May 2024 · 0 repositories · arXiv:2405.06275
-
PUMA: margin-based data pruning 10 May 2024 · 0 repositories · arXiv:2405.06298
-
Mirage: A Multi-Level Superoptimizer for Tensor Programs 9 May 2024 · 1 repository · arXiv:2405.05751Syntology official (archive's flag): 8 ran · 8 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; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples)
-
Approximate Dec-POMDP Solving Using Multi-Agent A* 9 May 2024 · 0 repositories · arXiv:2405.05662
-
OpenBA-V2: Reaching 77.3% High Compression Ratio with Fast Multi-Stage Pruning 9 May 2024 · 1 repository · arXiv:2405.05957