Methods › General › Model Compression › Pruning › Papers, page 21
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 21 of 39: papers 2,001 to 2,100 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.
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Sparse Winning Tickets are Data-Efficient Image Recognizers 1 Nov 2022 · 1 repository
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VTC-LFC: Vision Transformer Compression with Low-Frequency Components 1 Nov 2022 · 1 repository
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Learning Heuristics for the Maximum Clique Enumeration Problem Using Low Dimensional Representations 30 Oct 2022 · 0 repositories · arXiv:2210.16963
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A pruning method based on the dissimilarity of angle among channels and filters 29 Oct 2022 · 1 repository · arXiv:2210.16504
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LearningGroup: A Real-Time Sparse Training on FPGA via Learnable Weight Grouping for Multi-Agent Reinforcement Learning 29 Oct 2022 · 0 repositories · arXiv:2210.16624
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Coverage-centric Coreset Selection for High Pruning Rates 28 Oct 2022 · 1 repository · arXiv:2210.15809
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Debiasing Masks: A New Framework for Shortcut Mitigation in NLU 28 Oct 2022 · 1 repository · arXiv:2210.16079
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AutoAttention: Automatic Field Pair Selection for Attention in User Behavior Modeling 27 Oct 2022 · 0 repositories · arXiv:2210.15154
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Efficient Similarity-based Passive Filter Pruning for Compressing CNNs 27 Oct 2022 · 1 repository · arXiv:2210.17416
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Fast DistilBERT on CPUs 27 Oct 2022 · 1 repository · arXiv:2211.07715
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ProContEXT: Exploring Progressive Context Transformer for Tracking 27 Oct 2022 · 4 repositories · arXiv:2210.15511
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Self-consistent Reasoning For Solving Math Word Problems 27 Oct 2022 · 0 repositories · arXiv:2210.15373
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Towards Correlated Sequential Rules 27 Oct 2022 · 0 repositories · arXiv:2210.15637
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Pruning's Effect on Generalization Through the Lens of Training and Regularization 25 Oct 2022 · 0 repositories · arXiv:2210.13738
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Toward domain generalized pruning by scoring out-of-distribution importance 25 Oct 2022 · 0 repositories · arXiv:2210.13810
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Legal-Tech Open Diaries: Lesson learned on how to develop and deploy light-weight models in the era of humongous Language Models 24 Oct 2022 · 0 repositories · arXiv:2210.13086
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On the optimization and pruning for Bayesian deep learning 24 Oct 2022 · 1 repository · arXiv:2210.12957
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Self-Configuring nnU-Nets Detect Clouds in Satellite Images 24 Oct 2022 · 0 repositories · arXiv:2210.13659
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Weight Fixing Networks 24 Oct 2022 · 1 repository · arXiv:2210.13554
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Pushing the Efficiency Limit Using Structured Sparse Convolutions 23 Oct 2022 · 0 repositories · arXiv:2210.12818
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Sub-network Multi-objective Evolutionary Algorithm for Filter Pruning 22 Oct 2022 · 0 repositories · arXiv:2211.01957
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Multitasking Models are Robust to Structural Failure: A Neural Model for Bilingual Cognitive Reserve 20 Oct 2022 · 1 repository · arXiv:2210.11618Syntology official (archive's flag): 4 ran · 4 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; 4 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 5 pointer-only (licence)
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Optimal Settings for Cryptocurrency Trading Pairs 20 Oct 2022 · 0 repositories · arXiv:2210.10971
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Pruning by Active Attention Manipulation 20 Oct 2022 · 0 repositories · arXiv:2210.11114
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Towards Accurate Subgraph Similarity Computation via Neural Graph Pruning 19 Oct 2022 · 1 repository · arXiv:2210.10643
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Alibaba-Translate China's Submission for WMT 2022 Quality Estimation Shared Task 18 Oct 2022 · 1 repository · arXiv:2210.10049
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Domain Specific Sub-network for Multi-Domain Neural Machine Translation 18 Oct 2022 · 0 repositories · arXiv:2210.09805
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Generalization Properties of Decision Trees on Real-valued and Categorical Features 18 Oct 2022 · 0 repositories · arXiv:2210.10781
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Principled Pruning of Bayesian Neural Networks through Variational Free Energy Minimization 17 Oct 2022 · 1 repository · arXiv:2210.09134
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Token Merging: Your ViT But Faster 17 Oct 2022 · 5 repositories · arXiv:2210.09461Syntology official (archive's flag): 1 ran · 5 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; 3 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 4 pointer-only (licence)
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Connection-Based Scheduling for Real-Time Intersection Control 16 Oct 2022 · 0 repositories · arXiv:2210.08445
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CrowdGuard: Federated Backdoor Detection in Federated Learning 14 Oct 2022 · 1 repository · arXiv:2210.07714
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EfficientVLM: Fast and Accurate Vision-Language Models via Knowledge Distillation and Modal-adaptive Pruning 14 Oct 2022 · 1 repository · arXiv:2210.07795Syntology official (archive's flag): 7 ran · 7 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; 3 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 9 pointer-only (licence)
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InFIP: An Explainable DNN Intellectual Property Protection Method based on Intrinsic Features 14 Oct 2022 · 0 repositories · arXiv:2210.07481
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Lightweight Alpha Matting Network Using Distillation-Based Channel Pruning 14 Oct 2022 · 1 repository · arXiv:2210.07760
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Neural Network Compression by Joint Sparsity Promotion and Redundancy Reduction 14 Oct 2022 · 0 repositories · arXiv:2210.07451
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CAP: Correlation-Aware Pruning for Highly-Accurate Sparse Vision Models 14 Oct 2022 · 0 repositories · arXiv:2210.09223
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A Topological Data Analysis Study on Murine Pulmonary Arterial Trees with Pulmonary Hypertension 13 Oct 2022 · 0 repositories · arXiv:2210.07345
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The Open-World Lottery Ticket Hypothesis for OOD Intent Classification 13 Oct 2022 · 1 repository · arXiv:2210.07071
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Structural Pruning via Latency-Saliency Knapsack 13 Oct 2022 · 1 repository · arXiv:2210.06659Syntology 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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GMP*: Well-Tuned Gradual Magnitude Pruning Can Outperform Most BERT-Pruning Methods 12 Oct 2022 · 0 repositories · arXiv:2210.06384
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Pruning Pre-trained Language Models Without Fine-Tuning 12 Oct 2022 · 1 repository · arXiv:2210.06210
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Training Debiased Subnetworks with Contrastive Weight Pruning 11 Oct 2022 · 1 repository · arXiv:2210.05247
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SaiT: Sparse Vision Transformers through Adaptive Token Pruning 11 Oct 2022 · 1 repository · arXiv:2210.05832
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Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers 11 Oct 2022 · 0 repositories · arXiv:2210.05709
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Pruning Adversarially Robust Neural Networks without Adversarial Examples 9 Oct 2022 · 1 repository · arXiv:2210.04311Syntology official (archive's flag): 6 ran · 6 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; 1 where Syntology's instrument failed) · 8 unverified (of 14 harvested samples) · 1 pointer-only (licence)
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SparseAdapter: An Easy Approach for Improving the Parameter-Efficiency of Adapters 9 Oct 2022 · 1 repository · arXiv:2210.04284
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Advancing Model Pruning via Bi-level Optimization 8 Oct 2022 · 1 repository · arXiv:2210.04092Syntology official (archive's flag): 1 ran · 1 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; 0 where Syntology's instrument failed) · 6 unverified; the one sample that ran constructed an object rather than computing a result (of 7 harvested samples) · 7 pointer-only (licence)
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Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask? 6 Oct 2022 · 0 repositories · arXiv:2210.03044
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Why Random Pruning Is All We Need to Start Sparse 5 Oct 2022 · 1 repository · arXiv:2210.02412
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An Improved Multi-State Constraint Kalman Filter for Visual-Inertial Odometry 4 Oct 2022 · 0 repositories · arXiv:2210.08117
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EAPruning: Evolutionary Pruning for Vision Transformers and CNNs 1 Oct 2022 · 0 repositories · arXiv:2210.00181
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Pipeline Coreference Resolution Model for Anaphoric Identity in Dialogues 1 Oct 2022 · 0 repositories
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Token and Head Adaptive Transformers for Efficient Natural Language Processing 1 Oct 2022 · 0 repositories
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Energy Efficient Hardware Acceleration of Neural Networks with Power-of-Two Quantisation 30 Sep 2022 · 0 repositories · arXiv:2209.15257
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Dataset Distillation Using Parameter Pruning 29 Sep 2022 · 1 repository · arXiv:2209.14609
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Is Complexity Required for Neural Network Pruning? A Case Study on Global Magnitude Pruning 29 Sep 2022 · 1 repository · arXiv:2209.14624
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Adaptive Sparse ViT: Towards Learnable Adaptive Token Pruning by Fully Exploiting Self-Attention 28 Sep 2022 · 1 repository · arXiv:2209.13802Syntology official: no sample here; runs from other or unrecorded repositories · 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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DeViT: Deformed Vision Transformers in Video Inpainting 28 Sep 2022 · 0 repositories · arXiv:2209.13925
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Neural Network Panning: Screening the Optimal Sparse Network Before Training 27 Sep 2022 · 1 repository · arXiv:2209.13378
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Sauron U-Net: Simple automated redundancy elimination in medical image segmentation via filter pruning 27 Sep 2022 · 1 repository · arXiv:2209.13590
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Totally-ordered Sequential Rules for Utility Maximization 27 Sep 2022 · 0 repositories · arXiv:2209.13501
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Efficient Multi-Prize Lottery Tickets: Enhanced Accuracy, Training, and Inference Speed 26 Sep 2022 · 0 repositories · arXiv:2209.12839
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CryptoGCN: Fast and Scalable Homomorphically Encrypted Graph Convolutional Network Inference 24 Sep 2022 · 2 repositories · arXiv:2209.11904Syntology community repositories only · 5 ran (of which 3 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) · 2 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Tiered Pruning for Efficient Differentialble Inference-Aware Neural Architecture Search 23 Sep 2022 · 0 repositories · arXiv:2209.11785
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EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models 22 Sep 2022 · 0 repositories · arXiv:2209.10890
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A Trio-Method for Retinal Vessel Segmentation using Image Processing 19 Sep 2022 · 0 repositories · arXiv:2209.11230
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Pruning Neural Networks via Coresets and Convex Geometry: Towards No Assumptions 18 Sep 2022 · 0 repositories · arXiv:2209.08554
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Make Heterophily Graphs Better Fit GNN: A Graph Rewiring Approach 17 Sep 2022 · 0 repositories · arXiv:2209.08264
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Self-Attentive Pooling for Efficient Deep Learning 16 Sep 2022 · 0 repositories · arXiv:2209.07659
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Forgetting to Remember: A Scalable Incremental Learning Framework for Cross-Task Blind Image Quality Assessment 15 Sep 2022 · 1 repository · arXiv:2209.07126
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Graph-to-Text Generation with Dynamic Structure Pruning 15 Sep 2022 · 0 repositories · arXiv:2209.07258
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Neural Networks Reduction via Lumping 15 Sep 2022 · 0 repositories · arXiv:2209.07475
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Training Recipe for N:M Structured Sparsity with Decaying Pruning Mask 15 Sep 2022 · 0 repositories · arXiv:2209.07617
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Federated Pruning: Improving Neural Network Efficiency with Federated Learning 14 Sep 2022 · 0 repositories · arXiv:2209.06359
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Learning ASR pathways: A sparse multilingual ASR model 13 Sep 2022 · 0 repositories · arXiv:2209.05735
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One-shot Network Pruning at Initialization with Discriminative Image Patches 13 Sep 2022 · 0 repositories · arXiv:2209.05683
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Towards Sparsification of Graph Neural Networks 11 Sep 2022 · 1 repository · arXiv:2209.04766Syntology 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) · 3 unverified (of 7 harvested samples)
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Sparsity-guided Network Design for Frame Interpolation 9 Sep 2022 · 1 repository · arXiv:2209.04551
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CWP: Instance complexity weighted channel-wise soft masks for network pruning 8 Sep 2022 · 0 repositories · arXiv:2209.03534
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SSL-WM: A Black-Box Watermarking Approach for Encoders Pre-trained by Self-supervised Learning 8 Sep 2022 · 1 repository · arXiv:2209.03563
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AutoPruner: Transformer-Based Call Graph Pruning 7 Sep 2022 · 1 repository · arXiv:2209.03230
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Interpretations Steered Network Pruning via Amortized Inferred Saliency Maps 7 Sep 2022 · 1 repository · arXiv:2209.02869
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The Role Of Biology In Deep Learning 7 Sep 2022 · 0 repositories · arXiv:2209.04425
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Risk Aware Adaptive Belief-dependent Probabilistically Constrained Continuous POMDP Planning 6 Sep 2022 · 0 repositories · arXiv:2209.02679
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What to Prune and What Not to Prune at Initialization 6 Sep 2022 · 0 repositories · arXiv:2209.02201
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SaleNet: A low-power end-to-end CNN accelerator for sustained attention level evaluation using EEG 3 Sep 2022 · 0 repositories · arXiv:2209.01386
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PointCLM: A Contrastive Learning-based Framework for Multi-instance Point Cloud Registration 1 Sep 2022 · 1 repository · arXiv:2209.00219Syntology official (archive's flag): 3 ran · 3 ran (of which 2 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) · 3 pointer-only (licence)
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Sparse Attention Acceleration with Synergistic In-Memory Pruning and On-Chip Recomputation 1 Sep 2022 · 0 repositories · arXiv:2209.00606
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Large-scale Multi-granular Concept Extraction Based on Machine Reading Comprehension 30 Aug 2022 · 1 repository · arXiv:2208.14139
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SwiftPruner: Reinforced Evolutionary Pruning for Efficient Ad Relevance 30 Aug 2022 · 0 repositories · arXiv:2209.00625
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Symmetric Pruning in Quantum Neural Networks 30 Aug 2022 · 0 repositories · arXiv:2208.14057
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Complexity-Driven CNN Compression for Resource-constrained Edge AI 26 Aug 2022 · 0 repositories · arXiv:2208.12816
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Itemset Utility Maximization with Correlation Measure 26 Aug 2022 · 0 repositories · arXiv:2208.12551
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Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation 26 Aug 2022 · 0 repositories · arXiv:2208.12866
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Temporal Fuzzy Utility Maximization with Remaining Measure 26 Aug 2022 · 0 repositories · arXiv:2208.12439
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Optimal Brain Compression: A Framework for Accurate Post-Training Quantization and Pruning 24 Aug 2022 · 1 repository · arXiv:2208.11580
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Towards Sparsified Federated Neuroimaging Models via Weight Pruning 24 Aug 2022 · 0 repositories · arXiv:2208.11669
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Lottery Pools: Winning More by Interpolating Tickets without Increasing Training or Inference Cost 23 Aug 2022 · 1 repository · arXiv:2208.10842
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Automated Pruning of Polyculture Plants 22 Aug 2022 · 0 repositories · arXiv:2208.10472