Methods › General › Model Compression › Pruning › Papers, page 9
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 9 of 39: papers 801 to 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.
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VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation 13 Sep 2024 · 1 repository · arXiv:2409.08464
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Structured Pruning for Efficient Visual Place Recognition 12 Sep 2024 · 0 repositories · arXiv:2409.07834
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HESSO: Towards Automatic Efficient and User Friendly Any Neural Network Training and Pruning 11 Sep 2024 · 1 repository · arXiv:2409.09085
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How Redundant Is the Transformer Stack in Speech Representation Models? 10 Sep 2024 · 0 repositories · arXiv:2409.16302
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MCDGLN: Masked Connection-based Dynamic Graph Learning Network for Autism Spectrum Disorder 10 Sep 2024 · 0 repositories · arXiv:2409.06163
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SaRA: High-Efficient Diffusion Model Fine-tuning with Progressive Sparse Low-Rank Adaptation 10 Sep 2024 · 1 repository · arXiv:2409.06633
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STUN: Structured-Then-Unstructured Pruning for Scalable MoE Pruning 10 Sep 2024 · 0 repositories · arXiv:2409.06211
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Federated Transfer Learning Based Cooperative Wideband Spectrum Sensing with Model Pruning 9 Sep 2024 · 0 repositories · arXiv:2409.05462
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BBS: Bi-directional Bit-level Sparsity for Deep Learning Acceleration 8 Sep 2024 · 1 repository · arXiv:2409.05227
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Exploring Intrinsic Language-specific Subspaces in Fine-tuning Multilingual Neural Machine Translation 8 Sep 2024 · 1 repository · arXiv:2409.05224Syntology 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) · 0 unverified; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 2 pointer-only (licence)
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Property Neurons in Self-Supervised Speech Transformers 7 Sep 2024 · 1 repository · arXiv:2409.05910
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How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data 5 Sep 2024 · 1 repository · arXiv:2409.03810
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In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search 5 Sep 2024 · 0 repositories · arXiv:2409.03260
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TropNNC: Structured Neural Network Compression Using Tropical Geometry 5 Sep 2024 · 0 repositories · arXiv:2409.03945
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Pre-training data selection for biomedical domain adaptation using journal impact metrics 4 Sep 2024 · 0 repositories · arXiv:2409.02725
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Multi-Source Knowledge Pruning for Retrieval-Augmented Generation: A Benchmark and Empirical Study 3 Sep 2024 · 2 repositories · arXiv:2409.13694
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Leveraging Large Language Models for Solving Rare MIP Challenges 3 Sep 2024 · 0 repositories · arXiv:2409.04464
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Quantifying Emergence in Neural Networks: Insights from Pruning and Training Dynamics 3 Sep 2024 · 0 repositories · arXiv:2409.01568
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Adversarial Pruning: A Survey and Benchmark of Pruning Methods for Adversarial Robustness 2 Sep 2024 · 1 repository · arXiv:2409.01249
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Balancing Performance and Efficiency: A Multimodal Large Language Model Pruning Method based Image Text Interaction 2 Sep 2024 · 0 repositories · arXiv:2409.01162
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Beyond Efficiency: Molecular Data Pruning for Enhanced Generalization 2 Sep 2024 · 0 repositories · arXiv:2409.01081
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Edge AI: Evaluation of Model Compression Techniques for Convolutional Neural Networks 2 Sep 2024 · 0 repositories · arXiv:2409.02134
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Recoverable Compression: A Multimodal Vision Token Recovery Mechanism Guided by Text Information 2 Sep 2024 · 2 repositories · arXiv:2409.01179Syntology official (archive's flag): 7 ran · 8 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 1 violated, 2 with no contract checked; 4 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 4 pointer-only (licence)
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Revisiting SMoE Language Models by Evaluating Inefficiencies with Task Specific Expert Pruning 2 Sep 2024 · 0 repositories · arXiv:2409.01483
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ContextCite: Attributing Model Generation to Context 1 Sep 2024 · 1 repository · arXiv:2409.00729Syntology 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)
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Modularity in Transformers: Investigating Neuron Separability & Specialization 30 Aug 2024 · 0 repositories · arXiv:2408.17324
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The Iterative Optimal Brain Surgeon: Faster Sparse Recovery by Leveraging Second-Order Information 30 Aug 2024 · 0 repositories · arXiv:2408.17163
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Creating a Segmented Pointcloud of Grapevines by Combining Multiple Viewpoints Through Visual Odometry 29 Aug 2024 · 0 repositories · arXiv:2408.16472
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PSE-Net: Channel Pruning for Convolutional Neural Networks with Parallel-subnets Estimator 29 Aug 2024 · 0 repositories · arXiv:2408.16233
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Revisit Micro-batch Clipping: Adaptive Data Pruning via Gradient Manipulation 29 Aug 2024 · 0 repositories · arXiv:2408.16204
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EMP: Enhance Memory in Data Pruning 28 Aug 2024 · 0 repositories · arXiv:2408.16031
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Free Lunch in the Forest: Functionally-Identical Pruning of Boosted Tree Ensembles 28 Aug 2024 · 2 repositories · arXiv:2408.16167
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Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation 28 Aug 2024 · 0 repositories · arXiv:2408.15861
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Channel-wise Influence: Estimating Data Influence for Multivariate Time Series 27 Aug 2024 · 0 repositories · arXiv:2408.14763Syntology 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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Learning effective pruning at initialization from iterative pruning 27 Aug 2024 · 1 repository · arXiv:2408.14757
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PAT: Pruning-Aware Tuning for Large Language Models 27 Aug 2024 · 2 repositories · arXiv:2408.14721
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1-Bit FQT: Pushing the Limit of Fully Quantized Training to 1-bit 26 Aug 2024 · 1 repository · arXiv:2408.14267
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3D Point Cloud Network Pruning: When Some Weights Do not Matter 26 Aug 2024 · 1 repository · arXiv:2408.14601
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Adaptive Resolution Inference (ARI): Energy-Efficient Machine Learning for Internet of Things 26 Aug 2024 · 0 repositories · arXiv:2408.14528
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HAPM -- Hardware Aware Pruning Method for CNN hardware accelerators in resource constrained devices 26 Aug 2024 · 0 repositories · arXiv:2408.14055
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KGPrune: a Web Application to Extract Subgraphs of Interest from Wikidata with Analogical Pruning 26 Aug 2024 · 0 repositories · arXiv:2408.14658
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Investigating Language-Specific Calibration For Pruning Multilingual Large Language Models 26 Aug 2024 · 0 repositories · arXiv:2408.14398
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Count-based Novelty Exploration in Classical Planning 25 Aug 2024 · 1 repository · arXiv:2408.13719
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Variational autoencoder-based neural network model compression 25 Aug 2024 · 0 repositories · arXiv:2408.14513
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MPruner: Optimizing Neural Network Size with CKA-Based Mutual Information Pruning 24 Aug 2024 · 0 repositories · arXiv:2408.13482
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Growing Deep Neural Network Considering with Similarity between Neurons 23 Aug 2024 · 0 repositories · arXiv:2408.13291
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QAdaPrune: Adaptive Parameter Pruning For Training Variational Quantum Circuits 23 Aug 2024 · 1 repository · arXiv:2408.13352
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The Ultimate Guide to Fine-Tuning LLMs from Basics to Breakthroughs: An Exhaustive Review of Technologies, Research, Best Practices, Applied Research Challenges and Opportunities 23 Aug 2024 · 0 repositories · arXiv:2408.13296
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A Greedy Hierarchical Approach to Whole-Network Filter-Pruning in CNNs 22 Aug 2024 · 0 repositories · arXiv:2409.03777
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Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning 22 Aug 2024 · 0 repositories · arXiv:2408.12695
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Not All Samples Should Be Utilized Equally: Towards Understanding and Improving Dataset Distillation 22 Aug 2024 · 0 repositories · arXiv:2408.12483
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Smartphone-based Eye Tracking System using Edge Intelligence and Model Optimisation 22 Aug 2024 · 0 repositories · arXiv:2408.12463
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TReX- Reusing Vision Transformer's Attention for Efficient Xbar-based Computing 22 Aug 2024 · 0 repositories · arXiv:2408.12742
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LLM Pruning and Distillation in Practice: The Minitron Approach 21 Aug 2024 · 0 repositories · arXiv:2408.11796
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Practical token pruning for foundation models in few-shot conversational virtual assistant systems 21 Aug 2024 · 0 repositories · arXiv:2408.11799
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Enhancing One-shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism 20 Aug 2024 · 0 repositories · arXiv:2408.10473
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LLM-Barber: Block-Aware Rebuilder for Sparsity Mask in One-Shot for Large Language Models 20 Aug 2024 · 1 repository · arXiv:2408.10631
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Near-Field Multiuser Communications Aided by Movable Antennas 20 Aug 2024 · 0 repositories · arXiv:2408.10552
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Antidote: Post-fine-tuning Safety Alignment for Large Language Models against Harmful Fine-tuning 18 Aug 2024 · 3 repositories · arXiv:2408.09600Syntology 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)
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CTR-KAN: KAN for Adaptive High-Order Feature Interaction Modeling 16 Aug 2024 · 1 repository · arXiv:2408.08713
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Convexity-based Pruning of Speech Representation Models 16 Aug 2024 · 0 repositories · arXiv:2408.11858
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On the Completeness of Conflict-Based Search: Temporally-Relative Duplicate Pruning 16 Aug 2024 · 0 repositories · arXiv:2408.09028
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Research on Personalized Compression Algorithm for Pre-trained Models Based on Homomorphic Entropy Increase 16 Aug 2024 · 0 repositories · arXiv:2408.08684
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CorrAdaptor: Adaptive Local Context Learning for Correspondence Pruning 15 Aug 2024 · 1 repository · arXiv:2408.08134
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PQV-Mobile: A Combined Pruning and Quantization Toolkit to Optimize Vision Transformers for Mobile Applications 15 Aug 2024 · 1 repository · arXiv:2408.08437
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Random Gradient Masking as a Defensive Measure to Deep Leakage in Federated Learning 15 Aug 2024 · 0 repositories · arXiv:2408.08430
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Surgical SAM 2: Real-time Segment Anything in Surgical Video by Efficient Frame Pruning 15 Aug 2024 · 1 repository · arXiv:2408.07931Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 1 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 4 pointer-only (licence)
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An Effective Information Theoretic Framework for Channel Pruning 14 Aug 2024 · 0 repositories · arXiv:2408.16772
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CON-FOLD -- Explainable Machine Learning with Confidence 14 Aug 2024 · 1 repository · arXiv:2408.07854
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Infra-YOLO: Efficient Neural Network Structure with Model Compression for Real-Time Infrared Small Object Detection 14 Aug 2024 · 0 repositories · arXiv:2408.07455
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Alpha-Trimming: Locally Adaptive Tree Pruning for Random Forests 13 Aug 2024 · 0 repositories · arXiv:2408.07151
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Dynamic Exclusion of Low-Fidelity Data in Bayesian Optimization for Autonomous Beamline Alignment 13 Aug 2024 · 0 repositories · arXiv:2408.06540
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Hybrid SD: Edge-Cloud Collaborative Inference for Stable Diffusion Models 13 Aug 2024 · 0 repositories · arXiv:2408.06646
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LoRA² : Multi-Scale Low-Rank Approximations for Fine-Tuning Large Language Models 13 Aug 2024 · 0 repositories · arXiv:2408.06854
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Token Compensator: Altering Inference Cost of Vision Transformer without Re-Tuning 13 Aug 2024 · 1 repository · arXiv:2408.06798
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Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data 11 Aug 2024 · 0 repositories · arXiv:2408.05678
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P3: A Policy-Driven, Pace-Adaptive, and Diversity-Promoted Framework for data pruning in LLM Training 10 Aug 2024 · 0 repositories · arXiv:2408.05541
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Confident magnitude-based neural network pruning 8 Aug 2024 · 0 repositories · arXiv:2408.04759
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A Convex-optimization-based Layer-wise Post-training Pruner for Large Language Models 7 Aug 2024 · 0 repositories · arXiv:2408.03728
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AdapMTL: Adaptive Pruning Framework for Multitask Learning Model 7 Aug 2024 · 0 repositories · arXiv:2408.03913
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PRISM: PRogressive dependency maxImization for Scale-invariant image Matching 7 Aug 2024 · 0 repositories · arXiv:2408.03598
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Synaptic Modulation using Interspike Intervals Increases Energy Efficiency of Spiking Neural Networks 6 Aug 2024 · 0 repositories · arXiv:2408.02961
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Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression 6 Aug 2024 · 1 repository · arXiv:2408.03046
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An approach to optimize inference of the DIART speaker diarization pipeline 5 Aug 2024 · 0 repositories · arXiv:2408.02341
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Classification of Raw MEG/EEG Data with Detach-Rocket Ensemble: An Improved ROCKET Algorithm for Multivariate Time Series Analysis 5 Aug 2024 · 1 repository · arXiv:2408.02760
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Selective pruning and neuronal death generate heavy-tail network connectivity 5 Aug 2024 · 1 repository · arXiv:2408.02625
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Joint Model Pruning and Resource Allocation for Wireless Time-triggered Federated Learning 3 Aug 2024 · 0 repositories · arXiv:2408.01765
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Sustainable Diffusion-based Incentive Mechanism for Generative AI-driven Digital Twins in Industrial Cyber-Physical Systems 2 Aug 2024 · 0 repositories · arXiv:2408.01173
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A Tiny Supervised ODL Core with Auto Data Pruning for Human Activity Recognition 2 Aug 2024 · 0 repositories · arXiv:2408.01283
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Diff-Cleanse: Identifying and Mitigating Backdoor Attacks in Diffusion Models 31 Jul 2024 · 1 repository · arXiv:2407.21316
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Investigating Sparsity in Recurrent Neural Networks 30 Jul 2024 · 1 repository · arXiv:2407.20601
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Pruning Large Language Models with Semi-Structural Adaptive Sparse Training 30 Jul 2024 · 1 repository · arXiv:2407.20584Syntology 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)
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ThinK: Thinner Key Cache by Query-Driven Pruning 30 Jul 2024 · 0 repositories · arXiv:2407.21018Syntology 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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Toward Efficient Permutation for Hierarchical N:M Sparsity on GPUs 30 Jul 2024 · 0 repositories · arXiv:2407.20496
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Realizing Unaligned Block-wise Pruning for DNN Acceleration on Mobile Devices 29 Jul 2024 · 0 repositories · arXiv:2407.19644
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Mini-batch Coresets for Memory-efficient Training of Large Language Models 28 Jul 2024 · 0 repositories · arXiv:2407.19580
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Greedy Output Approximation: Towards Efficient Structured Pruning for LLMs Without Retraining 26 Jul 2024 · 0 repositories · arXiv:2407.19126
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Topology Optimization of Random Memristors for Input-Aware Dynamic SNN 26 Jul 2024 · 1 repository · arXiv:2407.18625
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Efficient Inference of Vision Instruction-Following Models with Elastic Cache 25 Jul 2024 · 1 repository · arXiv:2407.18121Syntology official (archive's flag): 5 ran · 5 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
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Pruning Boolean d-DNNF Circuits Through Tseitin-Awareness 25 Jul 2024 · 0 repositories · arXiv:2407.17951