Methods › General › Model Compression › Pruning › Papers, page 12
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 12 of 39: papers 1,101 to 1,200 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.
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Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models 8 May 2024 · 0 repositories · arXiv:2405.05252
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GDGS: Gradient Domain Gaussian Splatting for Sparse Representation of Radiance Fields 8 May 2024 · 0 repositories · arXiv:2405.05446
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When Foresight Pruning Meets Zeroth-Order Optimization: Efficient Federated Learning for Low-Memory Devices 8 May 2024 · 0 repositories · arXiv:2405.04765
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Unlearning Backdoor Attacks through Gradient-Based Model Pruning 7 May 2024 · 1 repository · arXiv:2405.03918
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Enabling High-Sparsity Foundational Llama Models with Efficient Pretraining and Deployment 6 May 2024 · 0 repositories · arXiv:2405.03594
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GI-SMN: Gradient Inversion Attack against Federated Learning without Prior Knowledge 6 May 2024 · 0 repositories · arXiv:2405.03516
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Structure-Preserving Network Compression Via Low-Rank Induced Training Through Linear Layers Composition 6 May 2024 · 1 repository · arXiv:2405.03089
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TED: Accelerate Model Training by Internal Generalization 6 May 2024 · 0 repositories · arXiv:2405.03228
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Iterative Filter Pruning for Concatenation-based CNN Architectures 4 May 2024 · 1 repository · arXiv:2405.03715
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Dependency-Aware Semi-Structured Sparsity of GLU Variants in Large Language Models 3 May 2024 · 0 repositories · arXiv:2405.01943
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Lightweight Change Detection in Heterogeneous Remote Sensing Images with Online All-Integer Pruning Training 3 May 2024 · 0 repositories · arXiv:2405.01920
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Structural Pruning of Pre-trained Language Models via Neural Architecture Search 3 May 2024 · 1 repository · arXiv:2405.02267
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COPAL: Continual Pruning in Large Language Generative Models 2 May 2024 · 0 repositories · arXiv:2405.02347
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Faster Learned Sparse Retrieval with Block-Max Pruning 2 May 2024 · 1 repository · arXiv:2405.01117
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Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design 2 May 2024 · 1 repository · arXiv:2405.01775
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LOTUS: Improving Transformer Efficiency with Sparsity Pruning and Data Lottery Tickets 1 May 2024 · 0 repositories · arXiv:2405.00906
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Spectrally Pruned Gaussian Fields with Neural Compensation 1 May 2024 · 1 repository · arXiv:2405.00676Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Weight Sparsity Complements Activity Sparsity in Neuromorphic Language Models 1 May 2024 · 0 repositories · arXiv:2405.00433
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Data-Driven Permissible Safe Control with Barrier Certificates 30 Apr 2024 · 0 repositories · arXiv:2405.00136
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Hidden Synergy: L₁ Weight Normalization and 1-Path-Norm Regularization 29 Apr 2024 · 0 repositories · arXiv:2404.19112
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PLAYER*: Enhancing LLM-based Multi-Agent Communication and Interaction in Murder Mystery Games 26 Apr 2024 · 1 repository · arXiv:2404.17662
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Learning Syntax Without Planting Trees: Understanding When and Why Transformers Generalize Hierarchically 25 Apr 2024 · 1 repository · arXiv:2404.16367Syntology 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, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 16 harvested samples) · 16 pointer-only (licence)
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SFMViT: SlowFast Meet ViT in Chaotic World 25 Apr 2024 · 1 repository · arXiv:2404.16609
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FairDeDup: Detecting and Mitigating Vision-Language Fairness Disparities in Semantic Dataset Deduplication 24 Apr 2024 · 0 repositories · arXiv:2404.16123
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NEPENTHE: Entropy-Based Pruning as a Neural Network Depth's Reducer 24 Apr 2024 · 0 repositories · arXiv:2404.16890
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OpTC -- A Toolchain for Deployment of Neural Networks on AURIX TC3xx Microcontrollers 24 Apr 2024 · 0 repositories · arXiv:2404.15833
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Retrieval Head Mechanistically Explains Long-Context Factuality 24 Apr 2024 · 1 repository · arXiv:2404.15574Syntology official (archive's flag): 7 ran · 7 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; 4 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Information Re-Organization Improves Reasoning in Large Language Models 22 Apr 2024 · 0 repositories · arXiv:2404.13985
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Rapid Deployment of DNNs for Edge Computing via Structured Pruning at Initialization 22 Apr 2024 · 0 repositories · arXiv:2404.16877
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Sparse Explanations of Neural Networks Using Pruned Layer-Wise Relevance Propagation 22 Apr 2024 · 0 repositories · arXiv:2404.14271
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Tree of Reviews: A Tree-based Dynamic Iterative Retrieval Framework for Multi-hop Question Answering 22 Apr 2024 · 0 repositories · arXiv:2404.14464
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Data-independent Module-aware Pruning for Hierarchical Vision Transformers 21 Apr 2024 · 1 repository · arXiv:2404.13648
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EfficientGS: Streamlining Gaussian Splatting for Large-Scale High-Resolution Scene Representation 19 Apr 2024 · 0 repositories · arXiv:2404.12777
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Dynamic Gaussians Mesh: Consistent Mesh Reconstruction from Monocular Videos 18 Apr 2024 · 0 repositories · arXiv:2404.12379
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EdgeFusion: On-Device Text-to-Image Generation 18 Apr 2024 · 0 repositories · arXiv:2404.11925
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LD-Pruner: Efficient Pruning of Latent Diffusion Models using Task-Agnostic Insights 18 Apr 2024 · 0 repositories · arXiv:2404.11936
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Partial-to-Partial Shape Matching with Geometric Consistency 18 Apr 2024 · 2 repositories · arXiv:2404.12209Syntology official: harvested, nothing ran · 4 ran (of which 2 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 1 pointer-only (licence)
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Skeleton: A New Framework for Accelerating Language Models via Task Neuron Localized Prompt Tuning 18 Apr 2024 · 0 repositories · arXiv:2404.11916
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SNP: Structured Neuron-level Pruning to Preserve Attention Scores 18 Apr 2024 · 1 repository · arXiv:2404.11630
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VCC-INFUSE: Towards Accurate and Efficient Selection of Unlabeled Examples in Semi-supervised Learning 18 Apr 2024 · 0 repositories · arXiv:2404.11947
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Energy-Efficient Uncertainty-Aware Biomass Composition Prediction at the Edge 17 Apr 2024 · 0 repositories · arXiv:2404.11230
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LAPTOP-Diff: Layer Pruning and Normalized Distillation for Compressing Diffusion Models 17 Apr 2024 · 0 repositories · arXiv:2404.11098
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Hardware-aware training of models with synaptic delays for digital event-driven neuromorphic processors 16 Apr 2024 · 0 repositories · arXiv:2404.10597
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3D Gaussian Splatting as Markov Chain Monte Carlo 15 Apr 2024 · 0 repositories · arXiv:2404.09591
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FedP3: Federated Personalized and Privacy-friendly Network Pruning under Model Heterogeneity 15 Apr 2024 · 0 repositories · arXiv:2404.09816
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LoRAP: Transformer Sub-Layers Deserve Differentiated Structured Compression for Large Language Models 15 Apr 2024 · 0 repositories · arXiv:2404.09695
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Arena: A Patch-of-Interest ViT Inference Acceleration System for Edge-Assisted Video Analytics 14 Apr 2024 · 0 repositories · arXiv:2404.09245
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Approximate Cluster-Based Sparse Document Retrieval with Segmented Maximum Term Weights 13 Apr 2024 · 0 repositories · arXiv:2404.08896
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Structured Model Pruning for Efficient Inference in Computational Pathology 12 Apr 2024 · 0 repositories · arXiv:2404.08831
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ONNXPruner: ONNX-Based General Model Pruning Adapter 10 Apr 2024 · 0 repositories · arXiv:2404.08016
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End-to-End Rate-Distortion Optimized 3D Gaussian Representation 9 Apr 2024 · 1 repository · arXiv:2406.01597Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 11 pointer-only (licence)
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MLP Can Be A Good Transformer Learner 8 Apr 2024 · 1 repository · arXiv:2404.05657Syntology 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)
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MULTIFLOW: Shifting Towards Task-Agnostic Vision-Language Pruning 8 Apr 2024 · 1 repository · arXiv:2404.05621Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 3 honoured, 1 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 19 unverified (of 27 harvested samples) · 27 pointer-only (licence)
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DRoP: Distributionally Robust Pruning 8 Apr 2024 · 1 repository · arXiv:2404.05579
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SEER-MoE: Sparse Expert Efficiency through Regularization for Mixture-of-Experts 7 Apr 2024 · 0 repositories · arXiv:2404.05089
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Spectral Graph Pruning Against Over-Squashing and Over-Smoothing 6 Apr 2024 · 1 repository · arXiv:2404.04612Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
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Towards Generalized Entropic Sparsification for Convolutional Neural Networks 6 Apr 2024 · 0 repositories · arXiv:2404.04734
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Robust Few-Shot Ensemble Learning with Focal Diversity-Based Pruning 5 Apr 2024 · 0 repositories · arXiv:2404.04434
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Rethinking Pruning for Vision-Language Models: Strategies for Effective Sparsity and Performance Restoration 3 Apr 2024 · 2 repositories · arXiv:2404.02424
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CATP: Cross-Attention Token Pruning for Accuracy Preserved Multimodal Model Inference 2 Apr 2024 · 0 repositories · arXiv:2404.08567
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CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling 2 Apr 2024 · 0 repositories · arXiv:2404.01735
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DRIVE: Dual Gradient-Based Rapid Iterative Pruning 1 Apr 2024 · 0 repositories · arXiv:2404.03687
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Prompt-prompted Adaptive Structured Pruning for Efficient LLM Generation 1 Apr 2024 · 1 repository · arXiv:2404.01365Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Some Orders Are Important: Partially Preserving Orders in Top-Quality Planning 1 Apr 2024 · 1 repository · arXiv:2404.01503
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RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction 31 Mar 2024 · 0 repositories · arXiv:2404.00639
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Separate, Dynamic and Differentiable (SMART) Pruner for Block/Output Channel Pruning on Computer Vision Tasks 29 Mar 2024 · 0 repositories · arXiv:2403.19969
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Streamlining Redundant Layers to Compress Large Language Models 28 Mar 2024 · 1 repository · arXiv:2403.19135
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Jointly Training and Pruning CNNs via Learnable Agent Guidance and Alignment 28 Mar 2024 · 0 repositories · arXiv:2403.19490
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Retrieval-enhanced Knowledge Editing in Language Models for Multi-Hop Question Answering 28 Mar 2024 · 1 repository · arXiv:2403.19631Syntology 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) · 2 unverified (of 8 harvested samples) · 8 pointer-only (licence)
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Dense Vision Transformer Compression with Few Samples 27 Mar 2024 · 0 repositories · arXiv:2403.18708
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The Unreasonable Ineffectiveness of the Deeper Layers 26 Mar 2024 · 3 repositories · arXiv:2403.17887Syntology 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)
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Towards Explainable Clustering: A Constrained Declarative based Approach 26 Mar 2024 · 0 repositories · arXiv:2403.18101
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A Study in Dataset Pruning for Image Super-Resolution 25 Mar 2024 · 0 repositories · arXiv:2403.17083
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PaPr: Training-Free One-Step Patch Pruning with Lightweight ConvNets for Faster Inference 24 Mar 2024 · 1 repository · arXiv:2403.16020Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Modeling Unified Semantic Discourse Structure for High-quality Headline Generation 23 Mar 2024 · 0 repositories · arXiv:2403.15776
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Once for Both: Single Stage of Importance and Sparsity Search for Vision Transformer Compression 23 Mar 2024 · 1 repository · arXiv:2403.15835Syntology official (archive's flag): 2 ran · 2 ran (of which 2 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; every one of the 2 samples that ran constructed an object rather than computing a result (of 3 harvested samples)
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Insights into the Lottery Ticket Hypothesis and Iterative Magnitude Pruning 22 Mar 2024 · 0 repositories · arXiv:2403.15022
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LSK3DNet: Towards Effective and Efficient 3D Perception with Large Sparse Kernels 22 Mar 2024 · 1 repository · arXiv:2403.15173
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Accelerating ViT Inference on FPGA through Static and Dynamic Pruning 21 Mar 2024 · 0 repositories · arXiv:2403.14047
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Advancing IIoT with Over-the-Air Federated Learning: The Role of Iterative Magnitude Pruning 21 Mar 2024 · 0 repositories · arXiv:2403.14120
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Auto-Train-Once: Controller Network Guided Automatic Network Pruning from Scratch 21 Mar 2024 · 1 repository · arXiv:2403.14729Syntology official (archive's flag): 12 ran · 12 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 14 pointer-only (licence)
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FedMef: Towards Memory-efficient Federated Dynamic Pruning 21 Mar 2024 · 0 repositories · arXiv:2403.14737
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Language Repository for Long Video Understanding 21 Mar 2024 · 1 repository · arXiv:2403.14622Syntology official (archive's flag): 9 ran · 9 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; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
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An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models 20 Mar 2024 · 0 repositories · arXiv:2403.13291
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Diversity-aware Channel Pruning for StyleGAN Compression 20 Mar 2024 · 1 repository · arXiv:2403.13548Syntology official (archive's flag): 2 ran · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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OrthCaps: An Orthogonal CapsNet with Sparse Attention Routing and Pruning 20 Mar 2024 · 0 repositories · arXiv:2403.13351
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RadSplat: Radiance Field-Informed Gaussian Splatting for Robust Real-Time Rendering with 900+ FPS 20 Mar 2024 · 0 repositories · arXiv:2403.13806
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GVGEN: Text-to-3D Generation with Volumetric Representation 19 Mar 2024 · 0 repositories · arXiv:2403.12957
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HCPM: Hierarchical Candidates Pruning for Efficient Detector-Free Matching 19 Mar 2024 · 0 repositories · arXiv:2403.12543
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LNPT: Label-free Network Pruning and Training 19 Mar 2024 · 0 repositories · arXiv:2403.12690
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Pruning for Improved ADC Efficiency in Crossbar-based Analog In-memory Accelerators 19 Mar 2024 · 0 repositories · arXiv:2403.13082
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SEVEN: Pruning Transformer Model by Reserving Sentinels 19 Mar 2024 · 1 repository · arXiv:2403.12688
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Accelerating Matrix Factorization by Dynamic Pruning for Fast Recommendation 18 Mar 2024 · 1 repository · arXiv:2404.04265
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Decoding Compressed Trust: Scrutinizing the Trustworthiness of Efficient LLMs Under Compression 18 Mar 2024 · 0 repositories · arXiv:2403.15447
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EffiPerception: an Efficient Framework for Various Perception Tasks 18 Mar 2024 · 0 repositories · arXiv:2403.12317
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Let's Focus on Neuron: Neuron-Level Supervised Fine-tuning for Large Language Model 18 Mar 2024 · 0 repositories · arXiv:2403.11621
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NEDS-SLAM: A Neural Explicit Dense Semantic SLAM Framework using 3D Gaussian Splatting 18 Mar 2024 · 0 repositories · arXiv:2403.11679
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Graph Expansion in Pruned Recurrent Neural Network Layers Preserve Performance 17 Mar 2024 · 0 repositories · arXiv:2403.11100
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Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment 16 Mar 2024 · 0 repositories · arXiv:2403.10799
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Federated Learning based on Pruning and Recovery 16 Mar 2024 · 1 repository · arXiv:2403.15439