Methods › General › Model Compression › Pruning › Papers, page 14
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 14 of 39: papers 1,301 to 1,400 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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APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference 22 Jan 2024 · 1 repository · arXiv:2401.12200Syntology official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 1 pointer-only (licence)
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Knowledge Distillation on Spatial-Temporal Graph Convolutional Network for Traffic Prediction 22 Jan 2024 · 0 repositories · arXiv:2401.11798
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Zero-Space Cost Fault Tolerance for Transformer-based Language Models on ReRAM 22 Jan 2024 · 0 repositories · arXiv:2401.11664
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Adaptive Betweenness Clustering for Semi-Supervised Domain Adaptation 21 Jan 2024 · 0 repositories · arXiv:2401.11448
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Image detection using combinatorial auction 21 Jan 2024 · 0 repositories · arXiv:2401.11413
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PRILoRA: Pruned and Rank-Increasing Low-Rank Adaptation 20 Jan 2024 · 0 repositories · arXiv:2401.11316
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Spatial-temporal-demand clustering for solving large-scale vehicle routing problems with time windows 20 Jan 2024 · 0 repositories · arXiv:2402.00041
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Enhancing Scalability in Recommender Systems through Lottery Ticket Hypothesis and Knowledge Distillation-based Neural Network Pruning 19 Jan 2024 · 0 repositories · arXiv:2401.10484
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Pruning for Protection: Increasing Jailbreak Resistance in Aligned LLMs Without Fine-Tuning 19 Jan 2024 · 1 repository · arXiv:2401.10862
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SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for Compression 18 Jan 2024 · 1 repository · arXiv:2401.09949
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Tiny Multi-Agent DRL for Twins Migration in UAV Metaverses: A Multi-Leader Multi-Follower Stackelberg Game Approach 18 Jan 2024 · 0 repositories · arXiv:2401.09680
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DTMM: Deploying TinyML Models on Extremely Weak IoT Devices with Pruning 17 Jan 2024 · 0 repositories · arXiv:2401.09068
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Rethinking Impersonation and Dodging Attacks on Face Recognition Systems 17 Jan 2024 · 0 repositories · arXiv:2401.08903
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Stochastic Subnetwork Annealing: A Regularization Technique for Fine Tuning Pruned Subnetworks 16 Jan 2024 · 0 repositories · arXiv:2401.08830
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GD doesn't make the cut: Three ways that non-differentiability affects neural network training 16 Jan 2024 · 0 repositories · arXiv:2401.08426
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A Deep Hierarchical Feature Sparse Framework for Occluded Person Re-Identification 15 Jan 2024 · 0 repositories · arXiv:2401.07469
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Edge-Enabled Anomaly Detection and Information Completion for Social Network Knowledge Graphs 13 Jan 2024 · 0 repositories · arXiv:2401.07022
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UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer 12 Jan 2024 · 0 repositories · arXiv:2401.06426
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A Lightweight Feature Fusion Architecture For Resource-Constrained Crowd Counting 11 Jan 2024 · 0 repositories · arXiv:2401.05968
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EsaCL: Efficient Continual Learning of Sparse Models 11 Jan 2024 · 0 repositories · arXiv:2401.05667
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Theoretical and Empirical Advances in Forest Pruning 10 Jan 2024 · 0 repositories · arXiv:2401.05535
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QuantumSEA: In-Time Sparse Exploration for Noise Adaptive Quantum Circuits 10 Jan 2024 · 1 repository · arXiv:2401.05571
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Effective pruning of web-scale datasets based on complexity of concept clusters 9 Jan 2024 · 1 repository · arXiv:2401.04578Syntology 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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Fine-Grained Embedding Dimension Optimization During Training for Recommender Systems 9 Jan 2024 · 0 repositories · arXiv:2401.04408
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BCLNet: Bilateral Consensus Learning for Two-View Correspondence Pruning 7 Jan 2024 · 1 repository · arXiv:2401.03459
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A Physics-guided Generative AI Toolkit for Geophysical Monitoring 6 Jan 2024 · 0 repositories · arXiv:2401.03131
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Hyperparameter-Free Approach for Faster Minimum Bayes Risk Decoding 5 Jan 2024 · 1 repository · arXiv:2401.02749
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CoSS: Co-optimizing Sensor and Sampling Rate for Data-Efficient AI in Human Activity Recognition 3 Jan 2024 · 0 repositories · arXiv:2401.05426
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Dataset Difficulty and the Role of Inductive Bias 3 Jan 2024 · 0 repositories · arXiv:2401.01867
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Large Language Models Relearn Removed Concepts 3 Jan 2024 · 1 repository · arXiv:2401.01814Syntology 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) · 1 unverified (of 4 harvested samples)
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BilevelPruning: Unified Dynamic and Static Channel Pruning for Convolutional Neural Networks 1 Jan 2024 · 0 repositories
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CaKDP: Category-aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection 1 Jan 2024 · 1 repository
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Device-Wise Federated Network Pruning 1 Jan 2024 · 1 repository
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Fast and Effective Weight Update for Pruned Large Language Models 1 Jan 2024 · 1 repository · arXiv:2401.02938Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 8 harvested samples) · 4 pointer-only (licence)
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Machine Translation Testing via Syntactic Tree Pruning 1 Jan 2024 · 1 repository · arXiv:2401.00751
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Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory 1 Jan 2024 · 1 repository
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Resource-Efficient Transformer Pruning for Finetuning of Large Models 1 Jan 2024 · 1 repository
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Sheared Backpropagation for Fine-tuning Foundation Models 1 Jan 2024 · 0 repositories
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One-Shot Multi-Rate Pruning of Graph Convolutional Networks 29 Dec 2023 · 0 repositories · arXiv:2312.17615
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Block Pruning for Enhanced Efficiency in Convolutional Neural Networks 28 Dec 2023 · 0 repositories · arXiv:2312.16904
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The LLM Surgeon 28 Dec 2023 · 1 repository · arXiv:2312.17244Syntology 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, 0 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Graph Context Transformation Learning for Progressive Correspondence Pruning 26 Dec 2023 · 1 repository · arXiv:2312.15971
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Robust Neural Pruning with Gradient Sampling Optimization for Residual Neural Networks 26 Dec 2023 · 0 repositories · arXiv:2312.16020
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A-SDM: Accelerating Stable Diffusion through Redundancy Removal and Performance Optimization 24 Dec 2023 · 0 repositories · arXiv:2312.15516
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Fairness-Aware Structured Pruning in Transformers 24 Dec 2023 · 1 repository · arXiv:2312.15398Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
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Hardware-Aware DNN Compression via Diverse Pruning and Mixed-Precision Quantization 23 Dec 2023 · 0 repositories · arXiv:2312.15322
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PERP: Rethinking the Prune-Retrain Paradigm in the Era of LLMs 23 Dec 2023 · 1 repository · arXiv:2312.15230Syntology 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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Compressing Image-to-Image Translation GANs Using Local Density Structures on Their Learned Manifold 22 Dec 2023 · 0 repositories · arXiv:2312.14776
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Efficient Architecture Search via Bi-level Data Pruning 21 Dec 2023 · 0 repositories · arXiv:2312.14200
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Elevating Defenses: Bridging Adversarial Training and Watermarking for Model Resilience 21 Dec 2023 · 0 repositories · arXiv:2312.14260
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How to Prune Your Language Model: Recovering Accuracy on the "Sparsity May Cry'' Benchmark 21 Dec 2023 · 0 repositories · arXiv:2312.13547
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Mini-GPTs: Efficient Large Language Models through Contextual Pruning 20 Dec 2023 · 1 repository · arXiv:2312.12682Syntology 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)
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Adaptive Training Meets Progressive Scaling: Elevating Efficiency in Diffusion Models 20 Dec 2023 · 0 repositories · arXiv:2312.13307
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Fluctuation-based Adaptive Structured Pruning for Large Language Models 19 Dec 2023 · 1 repository · arXiv:2312.11983Syntology 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) · 4 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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A Computationally Efficient Neural Video Compression Accelerator Based on a Sparse CNN-Transformer Hybrid Network 17 Dec 2023 · 0 repositories · arXiv:2312.10716
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CR-SFP: Learning Consistent Representation for Soft Filter Pruning 17 Dec 2023 · 0 repositories · arXiv:2312.11555
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Optimizing Dense Feed-Forward Neural Networks 16 Dec 2023 · 0 repositories · arXiv:2312.10560
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A Unifying Tensor View for Lightweight CNNs 15 Dec 2023 · 0 repositories · arXiv:2312.09922
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Integrating Fairness and Model Pruning Through Bi-level Optimization 15 Dec 2023 · 0 repositories · arXiv:2312.10181
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OTOv3: Automatic Architecture-Agnostic Neural Network Training and Compression from Structured Pruning to Erasing Operators 15 Dec 2023 · 2 repositories · arXiv:2312.09411
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Picking the Underused Heads: A Network Pruning Perspective of Attention Head Selection for Fusing Dialogue Coreference Information 15 Dec 2023 · 0 repositories · arXiv:2312.09541
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Achelous++: Power-Oriented Water-Surface Panoptic Perception Framework on Edge Devices based on Vision-Radar Fusion and Pruning of Heterogeneous Modalities 14 Dec 2023 · 1 repository · arXiv:2312.08851
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Split-Ensemble: Efficient OOD-aware Ensemble via Task and Model Splitting 14 Dec 2023 · 0 repositories · arXiv:2312.09148
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VSFormer: Visual-Spatial Fusion Transformer for Correspondence Pruning 14 Dec 2023 · 1 repository · arXiv:2312.08774
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EdgePruner: Poisoned Edge Pruning in Graph Contrastive Learning 12 Dec 2023 · 0 repositories · arXiv:2312.07022
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Rethinking Compression: Reduced Order Modelling of Latent Features in Large Language Models 12 Dec 2023 · 1 repository · arXiv:2312.07046
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Class-Aware Pruning for Efficient Neural Networks 10 Dec 2023 · 1 repository · arXiv:2312.05875
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Agile-Quant: Activation-Guided Quantization for Faster Inference of LLMs on the Edge 9 Dec 2023 · 1 repository · arXiv:2312.05693Syntology 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) · 2 pointer-only (licence)
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Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency 9 Dec 2023 · 0 repositories · arXiv:2312.05599
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SlimSAM: 0.1% Data Makes Segment Anything Slim 8 Dec 2023 · 2 repositories · arXiv:2312.05284Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples)
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Accelerating Convolutional Neural Network Pruning via Spatial Aura Entropy 8 Dec 2023 · 0 repositories · arXiv:2312.04926
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Continual learning for surface defect segmentation by subnetwork creation and selection 8 Dec 2023 · 1 repository · arXiv:2312.05100
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Pruning Convolutional Filters via Reinforcement Learning with Entropy Minimization 8 Dec 2023 · 0 repositories · arXiv:2312.04918
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EAGLES: Efficient Accelerated 3D Gaussians with Lightweight EncodingS 7 Dec 2023 · 1 repository · arXiv:2312.04564Syntology 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) · 1 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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A Masked Pruning Approach for Dimensionality Reduction in Communication-Efficient Federated Learning Systems 6 Dec 2023 · 0 repositories · arXiv:2312.03889
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F3-Pruning: A Training-Free and Generalized Pruning Strategy towards Faster and Finer Text-to-Video Synthesis 6 Dec 2023 · 0 repositories · arXiv:2312.03459
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Multicoated and Folded Graph Neural Networks with Strong Lottery Tickets 6 Dec 2023 · 1 repository · arXiv:2312.03236
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Subnetwork-to-go: Elastic Neural Network with Dynamic Training and Customizable Inference 6 Dec 2023 · 0 repositories · arXiv:2312.03464
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Towards Sobolev Pruning 6 Dec 2023 · 0 repositories · arXiv:2312.03510
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Accelerating Learnt Video Codecs with Gradient Decay and Layer-wise Distillation 5 Dec 2023 · 0 repositories · arXiv:2312.02605
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Decoding Data Quality via Synthetic Corruptions: Embedding-guided Pruning of Code Data 5 Dec 2023 · 0 repositories · arXiv:2312.02418
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MoSA: Mixture of Sparse Adapters for Visual Efficient Tuning 5 Dec 2023 · 1 repository · arXiv:2312.02923
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An End-to-End Network Pruning Pipeline with Sparsity Enforcement 4 Dec 2023 · 0 repositories · arXiv:2312.01653
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Tree of Attacks: Jailbreaking Black-Box LLMs Automatically 4 Dec 2023 · 2 repositories · arXiv:2312.02119Syntology 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)
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Visual Prompting Upgrades Neural Network Sparsification: A Data-Model Perspective 3 Dec 2023 · 1 repository · arXiv:2312.01397
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Token Fusion: Bridging the Gap between Token Pruning and Token Merging 2 Dec 2023 · 0 repositories · arXiv:2312.01026
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DeepCache: Accelerating Diffusion Models for Free 1 Dec 2023 · 3 repositories · arXiv:2312.00858Syntology community repositories only · 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)
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Physics Inspired Criterion for Pruning-Quantization Joint Learning 1 Dec 2023 · 1 repository · arXiv:2312.00851
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The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models 1 Dec 2023 · 1 repository · arXiv:2312.00960Syntology 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) · 2 pointer-only (licence)
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Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering 30 Nov 2023 · 1 repository · arXiv:2312.00109Syntology 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) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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LayerCollapse: Adaptive compression of neural networks 29 Nov 2023 · 0 repositories · arXiv:2311.17943
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Towards Higher Ranks via Adversarial Weight Pruning 29 Nov 2023 · 1 repository · arXiv:2311.17493Syntology 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) · 3 pointer-only (licence)
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Compressing the Backward Pass of Large-Scale Neural Architectures by Structured Activation Pruning 28 Nov 2023 · 0 repositories · arXiv:2311.16883
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Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data 28 Nov 2023 · 0 repositories · arXiv:2311.16381
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Filter-Pruning of Lightweight Face Detectors Using a Geometric Median Criterion 28 Nov 2023 · 1 repository · arXiv:2311.16613
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HumanGaussian: Text-Driven 3D Human Generation with Gaussian Splatting 28 Nov 2023 · 1 repository · arXiv:2311.17061Syntology 11 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples) · 4 pointer-only (licence)
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l2Match: Optimization Techniques on Subgraph Matching Algorithm using Label Pair, Neighboring Label Index, and Jump-Redo method 28 Nov 2023 · 0 repositories · arXiv:2311.16603
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LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS 28 Nov 2023 · 1 repository · arXiv:2311.17245Syntology official (archive's flag): 17 ran · 17 ran (of which 1 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 14 where Syntology's instrument failed) · 5 unverified (of 22 harvested samples) · 22 pointer-only (licence)
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Influence Scores at Scale for Efficient Language Data Sampling 27 Nov 2023 · 0 repositories · arXiv:2311.16298
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Relationship between Model Compression and Adversarial Robustness: A Review of Current Evidence 27 Nov 2023 · 0 repositories · arXiv:2311.15782