Methods › General › Model Compression › Pruning › Papers, page 33
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 33 of 39: papers 3,201 to 3,300 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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DMCP: Differentiable Markov Channel Pruning for Neural Networks 7 May 2020 · 1 repository · arXiv:2005.03354
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Dependency Aware Filter Pruning 6 May 2020 · 0 repositories · arXiv:2005.02634
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Noise Pollution in Hospital Readmission Prediction: Long Document Classification with Reinforcement Learning 4 May 2020 · 0 repositories · arXiv:2005.01259
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Successfully Applying the Stabilized Lottery Ticket Hypothesis to the Transformer Architecture 4 May 2020 · 0 repositories · arXiv:2005.03454
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SVM-Lattice: A Recognition & Evaluation Frame for Double-peaked Profiles 2 May 2020 · 0 repositories · arXiv:2005.00678
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Evaluation Dataset and Methodology for Extracting Application-Specific Taxonomies from the Wikipedia Knowledge Graph 1 May 2020 · 0 repositories
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Probabilistic Connection Importance Inference and Lossless Compression of Deep Neural Networks 1 May 2020 · 0 repositories
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Pruned Graph Scattering Transforms 1 May 2020 · 0 repositories
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TaPaCo: A Corpus of Sentential Paraphrases for 73 Languages 1 May 2020 · 0 repositories
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When BERT Plays the Lottery, All Tickets Are Winning 1 May 2020 · 0 repositories · arXiv:2005.00561
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How do Decisions Emerge across Layers in Neural Models? Interpretation with Differentiable Masking 30 Apr 2020 · 2 repositories · arXiv:2004.14992Syntology official (archive's flag): 4 ran · 6 ran (of which 4 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) · 4 unverified (of 10 harvested samples)
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Out-of-the-box channel pruned networks 30 Apr 2020 · 0 repositories · arXiv:2004.14584
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Piecewise Digital Predistortion fo mmWave Active Antenna Arrays: Algorithms and Measurements 30 Apr 2020 · 0 repositories · arXiv:2003.06348
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Pruning artificial neural networks: a way to find well-generalizing, high-entropy sharp minima 30 Apr 2020 · 4 repositories · arXiv:2004.14765
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TRP: Trained Rank Pruning for Efficient Deep Neural Networks 30 Apr 2020 · 1 repository · arXiv:2004.14566Syntology 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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
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Expansion via Prediction of Importance with Contextualization 29 Apr 2020 · 1 repository · arXiv:2004.14245
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Rethinking Class-Discrimination Based CNN Channel Pruning 29 Apr 2020 · 0 repositories · arXiv:2004.14492
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WoodFisher: Efficient Second-Order Approximation for Neural Network Compression 29 Apr 2020 · 1 repository · arXiv:2004.14340
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Streamlining Tensor and Network Pruning in PyTorch 28 Apr 2020 · 0 repositories · arXiv:2004.13770
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FlexSA: Flexible Systolic Array Architecture for Efficient Pruned DNN Model Training 27 Apr 2020 · 0 repositories · arXiv:2004.13027
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Filter Grafting for Deep Neural Networks: Reason, Method, and Cultivation 26 Apr 2020 · 1 repository · arXiv:2004.12311
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Relational Graph Attention Network for Aspect-based Sentiment Analysis 26 Apr 2020 · 1 repository · arXiv:2004.12362Syntology official (archive's flag): 4 ran · 4 ran (of which 1 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
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Convolution-Weight-Distribution Assumption: Rethinking the Criteria of Channel Pruning 24 Apr 2020 · 0 repositories · arXiv:2004.11627Syntology 3 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; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Lite Transformer with Long-Short Range Attention 24 Apr 2020 · 2 repositories · arXiv:2004.11886
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On Sparsifying Encoder Outputs in Sequence-to-Sequence Models 24 Apr 2020 · 1 repository · arXiv:2004.11854
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SIPA: A Simple Framework for Efficient Networks 24 Apr 2020 · 1 repository · arXiv:2004.14476Syntology 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) · 0 unverified; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample)
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Towards Real-Time DNN Inference on Mobile Platforms with Model Pruning and Compiler Optimization 22 Apr 2020 · 0 repositories · arXiv:2004.11250
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Learning Low-rank Deep Neural Networks via Singular Vector Orthogonality Regularization and Singular Value Sparsification 20 Apr 2020 · 1 repository · arXiv:2004.09031
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Finding the Optimal Network Depth in Classification Tasks 17 Apr 2020 · 1 repository · arXiv:2004.08172
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A Unified DNN Weight Compression Framework Using Reweighted Optimization Methods 12 Apr 2020 · 0 repositories · arXiv:2004.05531
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Blind Adversarial Pruning: Balance Accuracy, Efficiency and Robustness 10 Apr 2020 · 1 repository · arXiv:2004.05913
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Prune2Edge: A Multi-Phase Pruning Pipelines to Deep Ensemble Learning in IIoT 9 Apr 2020 · 0 repositories · arXiv:2004.04710
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On the Effect of Dropping Layers of Pre-trained Transformer Models 8 Apr 2020 · 4 repositories · arXiv:2004.03844Syntology official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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Gradient-Based Training and Pruning of Radial Basis Function Networks with an Application in Materials Physics 6 Apr 2020 · 0 repositories · arXiv:2004.02569
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Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio 6 Apr 2020 · 1 repository · arXiv:2004.02767Syntology 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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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DSA: More Efficient Budgeted Pruning via Differentiable Sparsity Allocation 5 Apr 2020 · 1 repository · arXiv:2004.02164Syntology 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Composition of Saliency Metrics for Channel Pruning with a Myopic Oracle 3 Apr 2020 · 0 repositories · arXiv:2004.03376
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DHP: Differentiable Meta Pruning via HyperNetworks 30 Mar 2020 · 2 repositories · arXiv:2003.13683Syntology official (archive's flag): 2 ran · 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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How Not to Give a FLOP: Combining Regularization and Pruning for Efficient Inference 30 Mar 2020 · 1 repository · arXiv:2003.13593
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DA-NAS: Data Adapted Pruning for Efficient Neural Architecture Search 27 Mar 2020 · 0 repositories · arXiv:2003.12563
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Understanding the Effects of Data Parallelism and Sparsity on Neural Network Training 25 Mar 2020 · 0 repositories · arXiv:2003.11316Syntology 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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Born-Again Tree Ensembles 24 Mar 2020 · 1 repository · arXiv:2003.11132Syntology 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) · 0 unverified (of 4 harvested samples)
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Group Sparsity: The Hinge Between Filter Pruning and Decomposition for Network Compression 19 Mar 2020 · 2 repositories · arXiv:2003.08935Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 2 pointer-only (licence)
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TF-Coder: Program Synthesis for Tensor Manipulations 19 Mar 2020 · 2 repositories · arXiv:2003.09040Syntology official (archive's flag): 7 ran · 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 14 harvested samples)
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Graph Attention Network based Pruning for Reconstructing 3D Liver Vessel Morphology from Contrasted CT Images 18 Mar 2020 · 0 repositories · arXiv:2003.07999
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MINT: Deep Network Compression via Mutual Information-based Neuron Trimming 18 Mar 2020 · 0 repositories · arXiv:2003.08472
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Verification of Neural Networks: Enhancing Scalability through Pruning 17 Mar 2020 · 0 repositories · arXiv:2003.07636
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An Automatic Attribute Based Access Control Policy Extraction from Access Logs 16 Mar 2020 · 0 repositories · arXiv:2003.07270
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Channel Pruning Guided by Classification Loss and Feature Importance 15 Mar 2020 · 0 repositories · arXiv:2003.06757
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CoCoPIE: Making Mobile AI Sweet As PIE --Compression-Compilation Co-Design Goes a Long Way 14 Mar 2020 · 0 repositories · arXiv:2003.06700
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A Privacy-Preserving-Oriented DNN Pruning and Mobile Acceleration Framework 13 Mar 2020 · 0 repositories · arXiv:2003.06513
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LCP: A Low-Communication Parallelization Method for Fast Neural Network Inference in Image Recognition 13 Mar 2020 · 0 repositories · arXiv:2003.06464
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When are Non-Parametric Methods Robust? 13 Mar 2020 · 0 repositories · arXiv:2003.06121
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SASL: Saliency-Adaptive Sparsity Learning for Neural Network Acceleration 12 Mar 2020 · 0 repositories · arXiv:2003.05891
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Kernel Quantization for Efficient Network Compression 11 Mar 2020 · 0 repositories · arXiv:2003.05148
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AP-MTL: Attention Pruned Multi-task Learning Model for Real-time Instrument Detection and Segmentation in Robot-assisted Surgery 10 Mar 2020 · 1 repository · arXiv:2003.04769
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Channel Pruning via Optimal Thresholding 10 Mar 2020 · 1 repository · arXiv:2003.04566
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Pruned Neural Networks are Surprisingly Modular 10 Mar 2020 · 1 repository · arXiv:2003.04881
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Towards Practical Lottery Ticket Hypothesis for Adversarial Training 6 Mar 2020 · 1 repository · arXiv:2003.05733
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What is the State of Neural Network Pruning? 6 Mar 2020 · 1 repository · arXiv:2003.03033Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 0 violated, 11 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 12 harvested samples)
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Adaptive Neural Connections for Sparsity Learning 5 Mar 2020 · 0 repositories
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BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward 5 Mar 2020 · 0 repositories · arXiv:2003.02738
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Cluster Pruning: An Efficient Filter Pruning Method for Edge AI Vision Applications 5 Mar 2020 · 0 repositories · arXiv:2003.02449
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Comparing Rewinding and Fine-tuning in Neural Network Pruning 5 Mar 2020 · 2 repositories · arXiv:2003.02389Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 4 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 6 pointer-only (licence)
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Pruning Filters while Training for Efficiently Optimizing Deep Learning Networks 5 Mar 2020 · 0 repositories · arXiv:2003.02800
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Joint Device-Edge Inference over Wireless Links with Pruning 4 Mar 2020 · 0 repositories · arXiv:2003.02027
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Privacy-preserving Learning via Deep Net Pruning 4 Mar 2020 · 0 repositories · arXiv:2003.01876
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Good Subnetworks Provably Exist: Pruning via Greedy Forward Selection 3 Mar 2020 · 1 repository · arXiv:2003.01794Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples) · 7 pointer-only (licence)
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Energy-efficient and Robust Cumulative Training with Net2Net Transformation 2 Mar 2020 · 0 repositories · arXiv:2003.01204
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MBGD-RDA Training and Rule Pruning for Concise TSK Fuzzy Regression Models 1 Mar 2020 · 0 repositories · arXiv:2003.00608
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Learned Threshold Pruning 28 Feb 2020 · 0 repositories · arXiv:2003.00075
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Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers 26 Feb 2020 · 2 repositories · arXiv:2002.11794
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Sparsity-promoting algorithms for the discovery of informative Koopman invariant subspaces 25 Feb 2020 · 1 repository · arXiv:2002.10637
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HRank: Filter Pruning using High-Rank Feature Map 24 Feb 2020 · 2 repositories · arXiv:2002.10179
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HYDRA: Pruning Adversarially Robust Neural Networks 24 Feb 2020 · 4 repositories · arXiv:2002.10509Syntology community repositories only · 4 ran (of which 4 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) · 15 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 19 harvested samples) · 17 pointer-only (licence)
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Gradual Channel Pruning while Training using Feature Relevance Scores for Convolutional Neural Networks 23 Feb 2020 · 1 repository · arXiv:2002.09958
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PoET-BiN: Power Efficient Tiny Binary Neurons 23 Feb 2020 · 0 repositories · arXiv:2002.09794
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Performance Aware Convolutional Neural Network Channel Pruning for Embedded GPUs 20 Feb 2020 · 0 repositories · arXiv:2002.08697
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Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning 19 Feb 2020 · 1 repository · arXiv:2002.08307
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Knapsack Pruning with Inner Distillation 19 Feb 2020 · 1 repository · arXiv:2002.08258Syntology 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)
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Robust Pruning at Initialization 19 Feb 2020 · 0 repositories · arXiv:2002.08797
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RTMobile: Beyond Real-Time Mobile Acceleration of RNNs for Speech Recognition 19 Feb 2020 · 0 repositories · arXiv:2002.11474
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Block Switching: A Stochastic Approach for Deep Learning Security 18 Feb 2020 · 0 repositories · arXiv:2002.07920
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Picking Winning Tickets Before Training by Preserving Gradient Flow 18 Feb 2020 · 3 repositories · arXiv:2002.07376Syntology 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)
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Identifying Critical Neurons in ANN Architectures using Mixed Integer Programming 17 Feb 2020 · 1 repository · arXiv:2002.07259
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Improving Reliability of Latent Dirichlet Allocation by Assessing Its Stability Using Clustering Techniques on Replicated Runs 14 Feb 2020 · 0 repositories · arXiv:2003.04980
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AutoLR: Layer-wise Pruning and Auto-tuning of Learning Rates in Fine-tuning of Deep Networks 14 Feb 2020 · 1 repository · arXiv:2002.06048
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Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning 12 Feb 2020 · 1 repository · arXiv:2002.04809Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 6 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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Retrain or not retrain? -- efficient pruning methods of deep CNN networks 12 Feb 2020 · 0 repositories · arXiv:2002.07051
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A study of local optima for learning feature interactions using neural networks 11 Feb 2020 · 0 repositories · arXiv:2002.04322
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Exact Indexing of Time Series under Dynamic Time Warping 11 Feb 2020 · 0 repositories · arXiv:2002.04187
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PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators 11 Feb 2020 · 0 repositories · arXiv:2002.04997
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Network Pruning via Annealing and Direct Sparsity Control 11 Feb 2020 · 0 repositories · arXiv:2002.04301
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Convolutional Neural Network Pruning Using Filter Attenuation 9 Feb 2020 · 0 repositories · arXiv:2002.03299
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Index-based Solutions for Efficient Density Peak Clustering 8 Feb 2020 · 0 repositories · arXiv:2002.03182
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Soft Threshold Weight Reparameterization for Learnable Sparsity 8 Feb 2020 · 1 repository · arXiv:2002.03231Syntology 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) · 2 unverified (of 3 harvested samples) · 1 pointer-only (licence)
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Activation Density driven Energy-Efficient Pruning in Training 7 Feb 2020 · 0 repositories · arXiv:2002.02949
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Automatic Pruning for Quantized Neural Networks 3 Feb 2020 · 0 repositories · arXiv:2002.00523
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Distance Metric Learning for Graph Structured Data 3 Feb 2020 · 2 repositories · arXiv:2002.00727
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Minimum Length Scheduling for Full Duplex Time-Critical Wireless Powered Communication Networks 3 Feb 2020 · 0 repositories · arXiv:2002.00586