Methods › General › Model Compression › Pruning › Papers, page 31
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 31 of 39: papers 3,001 to 3,100 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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SCOP: Scientific Control for Reliable Neural Network Pruning 21 Oct 2020 · 4 repositories · arXiv:2010.10732Syntology 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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Comparing Fisher Information Regularization with Distillation for DNN Quantization 19 Oct 2020 · 0 repositories
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Noisy Neural Network Compression for Analog Storage Devices 19 Oct 2020 · 0 repositories
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Softer Pruning, Incremental Regularization 19 Oct 2020 · 0 repositories · arXiv:2010.09498
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MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines 17 Oct 2020 · 0 repositories · arXiv:2010.10246
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Adaptive Dense-to-Sparse Paradigm for Pruning Online Recommendation System with Non-Stationary Data 16 Oct 2020 · 0 repositories · arXiv:2010.08655
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Adaptive Feature Selection for End-to-End Speech Translation 16 Oct 2020 · 1 repository · arXiv:2010.08518
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TimeSHAP: Explaining Recurrent Models through Sequence Perturbations 16 Oct 2020 · 0 repositories
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Layer-adaptive sparsity for the Magnitude-based Pruning 15 Oct 2020 · 1 repository · arXiv:2010.07611
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An Algorithm for Learning Smaller Representations of Models With Scarce Data 15 Oct 2020 · 1 repository · arXiv:2010.07990
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FPRaker: A Processing Element For Accelerating Neural Network Training 15 Oct 2020 · 0 repositories · arXiv:2010.08065
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Decision trees as partitioning machines to characterize their generalization properties 14 Oct 2020 · 1 repository · arXiv:2010.07374
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Semantic Segmentation for Partially Occluded Apple Trees Based on Deep Learning 14 Oct 2020 · 0 repositories · arXiv:2010.06879
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Towards Accurate Quantization and Pruning via Data-free Knowledge Transfer 14 Oct 2020 · 0 repositories · arXiv:2010.07334
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Towards Optimal Filter Pruning with Balanced Performance and Pruning Speed 14 Oct 2020 · 1 repository · arXiv:2010.06821
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Coarse and fine-grained automatic cropping deep convolutional neural network 13 Oct 2020 · 0 repositories · arXiv:2010.06379
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On the Efficiency of K-Means Clustering: Evaluation, Optimization, and Algorithm Selection 13 Oct 2020 · 0 repositories · arXiv:2010.06654
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A Model Compression Method with Matrix Product Operators for Speech Enhancement 10 Oct 2020 · 0 repositories · arXiv:2010.04950
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Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework 10 Oct 2020 · 0 repositories · arXiv:2010.04879
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Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer 9 Oct 2020 · 0 repositories · arXiv:2010.04516
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Connection Pruning for Deep Spiking Neural Networks with On-Chip Learning 9 Oct 2020 · 0 repositories · arXiv:2010.04351
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Multi-Objective Optimisation of Multi-Output Neural Trees 9 Oct 2020 · 1 repository · arXiv:2010.04524
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Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines 8 Oct 2020 · 2 repositories · arXiv:2010.03790Syntology 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) · 2 unverified (of 13 harvested samples)
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Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win 7 Oct 2020 · 1 repository · arXiv:2010.03533
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AxFormer: Accuracy-driven Approximation of Transformers for Faster, Smaller and more Accurate NLP Models 7 Oct 2020 · 1 repository · arXiv:2010.03688
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Additive Tree-Structured Conditional Parameter Spaces in Bayesian Optimization: A Novel Covariance Function and a Fast Implementation 6 Oct 2020 · 1 repository · arXiv:2010.03171
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Characterising Bias in Compressed Models 6 Oct 2020 · 0 repositories · arXiv:2010.03058
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Comprehensive Online Network Pruning via Learnable Scaling Factors 6 Oct 2020 · 0 repositories · arXiv:2010.02623
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Efficient Inference For Neural Machine Translation 6 Oct 2020 · 0 repositories · arXiv:2010.02416
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Rank and run-time aware compression of NLP Applications 6 Oct 2020 · 0 repositories · arXiv:2010.03193
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RANP: Resource Aware Neuron Pruning at Initialization for 3D CNNs 6 Oct 2020 · 1 repository · arXiv:2010.02488
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Joint Pruning & Quantization for Extremely Sparse Neural Networks 5 Oct 2020 · 0 repositories · arXiv:2010.01892
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Pruning Redundant Mappings in Transformer Models via Spectral-Normalized Identity Prior 5 Oct 2020 · 1 repository · arXiv:2010.01791
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Winning Lottery Tickets in Deep Generative Models 5 Oct 2020 · 1 repository · arXiv:2010.02350
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Optimal Neural Program Synthesis from Multimodal Specifications 4 Oct 2020 · 0 repositories · arXiv:2010.01678
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A Variational Information Bottleneck Based Method to Compress Sequential Networks for Human Action Recognition 3 Oct 2020 · 0 repositories · arXiv:2010.01343
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An adaptive Hessian approximated stochastic gradient MCMC method 3 Oct 2020 · 0 repositories · arXiv:2010.01384
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UCP: Uniform Channel Pruning for Deep Convolutional Neural Networks Compression and Acceleration 3 Oct 2020 · 0 repositories · arXiv:2010.01251
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Differentiable Weighted Finite-State Transducers 2 Oct 2020 · 1 repository · arXiv:2010.01003
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Understanding tables with intermediate pre-training 1 Oct 2020 · 1 repository · arXiv:2010.00571
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AUBER: Automated BERT Regularization 30 Sep 2020 · 0 repositories · arXiv:2009.14409
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Erratum Concerning the Obfuscated Gradients Attack on Stochastic Activation Pruning 30 Sep 2020 · 0 repositories · arXiv:2010.00071
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Pruning Filter in Filter 30 Sep 2020 · 1 repository · arXiv:2009.14410
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Grow-Push-Prune: aligning deep discriminants for effective structural network compression 29 Sep 2020 · 0 repositories · arXiv:2009.13716
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Learning Binary Trees via Sparse Relaxation 28 Sep 2020 · 0 repositories
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Neuron Activation Analysis for Multi-Joint Robot Reinforcement Learning 28 Sep 2020 · 0 repositories
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Learning from eXtreme Bandit Feedback 27 Sep 2020 · 0 repositories · arXiv:2009.12947
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A Gradient Flow Framework For Analyzing Network Pruning 24 Sep 2020 · 1 repository · arXiv:2009.11839Syntology official (archive's flag): 2 ran · 2 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; 2 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples)
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Bootstrapped Q-learning with Context Relevant Observation Pruning to Generalize in Text-based Games 24 Sep 2020 · 1 repository · arXiv:2009.11896
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Generating Commonsense Explanation by Extracting Bridge Concepts from Reasoning Paths 24 Sep 2020 · 0 repositories · arXiv:2009.11753
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Procrustes: a Dataflow and Accelerator for Sparse Deep Neural Network Training 23 Sep 2020 · 0 repositories · arXiv:2009.10976
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Pruning Convolutional Filters using Batch Bridgeout 23 Sep 2020 · 0 repositories · arXiv:2009.10893
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Sanity-Checking Pruning Methods: Random Tickets can Win the Jackpot 22 Sep 2020 · 1 repository · arXiv:2009.11094Syntology official: no sample here; runs from other or unrecorded repositories · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 0 violated, 1 with no contract checked; 1 where Syntology's instrument failed) · 3 unverified (of 7 harvested samples)
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Conditional Automated Channel Pruning for Deep Neural Networks 21 Sep 2020 · 0 repositories · arXiv:2009.09724
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Pruning Neural Networks at Initialization: Why are We Missing the Mark? 18 Sep 2020 · 0 repositories · arXiv:2009.08576
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Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation 17 Sep 2020 · 0 repositories · arXiv:2009.13270
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Efficient Transformer-based Large Scale Language Representations using Hardware-friendly Block Structured Pruning 17 Sep 2020 · 0 repositories · arXiv:2009.08065
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Holistic Filter Pruning for Efficient Deep Neural Networks 17 Sep 2020 · 0 repositories · arXiv:2009.08169
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Ensemble learning of diffractive optical networks 15 Sep 2020 · 0 repositories · arXiv:2009.06869
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On the use of local structural properties for improving the efficiency of hierarchical community detection methods 15 Sep 2020 · 0 repositories · arXiv:2009.06798
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YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design 12 Sep 2020 · 3 repositories · arXiv:2009.05697
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Achieving Adversarial Robustness via Sparsity 11 Sep 2020 · 0 repositories · arXiv:2009.05423
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Enabling Image Recognition on Constrained Devices Using Neural Network Pruning and a CycleGAN 11 Sep 2020 · 0 repositories · arXiv:2009.05300
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OrthoReg: Robust Network Pruning Using Orthonormality Regularization 10 Sep 2020 · 1 repository · arXiv:2009.05014
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Prune Responsibly 10 Sep 2020 · 0 repositories · arXiv:2009.09936
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CNNPruner: Pruning Convolutional Neural Networks with Visual Analytics 8 Sep 2020 · 0 repositories · arXiv:2009.09940
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Efficient Personalized Community Detection via Genetic Evolution 6 Sep 2020 · 0 repositories · arXiv:2009.02657
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FlipOut: Uncovering Redundant Weights via Sign Flipping 5 Sep 2020 · 0 repositories · arXiv:2009.02594
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Efficient and Sparse Neural Networks by Pruning Weights in a Multiobjective Learning Approach 31 Aug 2020 · 1 repository · arXiv:2008.13590
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Ranking Policy Decisions 31 Aug 2020 · 2 repositories · arXiv:2008.13607
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Deep Reinforcement Learning for Contact-Rich Skills Using Compliant Movement Primitives 30 Aug 2020 · 0 repositories · arXiv:2008.13223
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Accelerating Sparse DNN Models without Hardware-Support via Tile-Wise Sparsity 29 Aug 2020 · 1 repository · arXiv:2008.13006
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Against Membership Inference Attack: Pruning is All You Need 28 Aug 2020 · 0 repositories · arXiv:2008.13578
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Hybrid quantum-classical optimization for financial index tracking 27 Aug 2020 · 0 repositories · arXiv:2008.12050
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The Impact of Discretization Method on the Detection of Six Types of Anomalies in Datasets 27 Aug 2020 · 1 repository · arXiv:2008.12330
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SparseRT: Accelerating Unstructured Sparsity on GPUs for Deep Learning Inference 26 Aug 2020 · 0 repositories · arXiv:2008.11849
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GAN Slimming: All-in-One GAN Compression by A Unified Optimization Framework 25 Aug 2020 · 2 repositories · arXiv:2008.11062Syntology official (archive's flag): 5 ran · 10 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; 4 where Syntology's instrument failed) · 3 unverified (of 13 harvested samples) · 4 pointer-only (licence)
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Properties Of Winning Tickets On Skin Lesion Classification 25 Aug 2020 · 0 repositories · arXiv:2008.12141
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HALO: Learning to Prune Neural Networks with Shrinkage 24 Aug 2020 · 1 repository · arXiv:2008.10183
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Improving Tail Performance of a Deliberation E2E ASR Model Using a Large Text Corpus 24 Aug 2020 · 0 repositories · arXiv:2008.10491
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VLANet: Video-Language Alignment Network for Weakly-Supervised Video Moment Retrieval 24 Aug 2020 · 1 repository · arXiv:2008.10238
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Training Sparse Neural Networks using Compressed Sensing 21 Aug 2020 · 1 repository · arXiv:2008.09661
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Utilizing Explainable AI for Quantization and Pruning of Deep Neural Networks 20 Aug 2020 · 0 repositories · arXiv:2008.09072
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Data-Independent Structured Pruning of Neural Networks via Coresets 19 Aug 2020 · 0 repositories · arXiv:2008.08316
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Restructuring, Pruning, and Adjustment of Deep Models for Parallel Distributed Inference 19 Aug 2020 · 0 repositories · arXiv:2008.08289
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Cascaded channel pruning using hierarchical self-distillation 16 Aug 2020 · 0 repositories · arXiv:2008.06814
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SECODA: Segmentation- and Combination-Based Detection of Anomalies 16 Aug 2020 · 1 repository · arXiv:2008.06869
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AntiDote: Attention-based Dynamic Optimization for Neural Network Runtime Efficiency 14 Aug 2020 · 0 repositories · arXiv:2008.06543
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Estimating the Magnitude and Phase of Automotive Radar Signals under Multiple Interference Sources with Fully Convolutional Networks 11 Aug 2020 · 1 repository · arXiv:2008.05948
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RARTS: An Efficient First-Order Relaxed Architecture Search Method 10 Aug 2020 · 0 repositories · arXiv:2008.03901
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Structured Convolutions for Efficient Neural Network Design 6 Aug 2020 · 0 repositories · arXiv:2008.02454
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Optimizing AD Pruning of Sponsored Search with Reinforcement Learning 5 Aug 2020 · 0 repositories · arXiv:2008.02014
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Ultra-light deep MIR by trimming lottery tickets 31 Jul 2020 · 1 repository · arXiv:2007.16187
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Growing Efficient Deep Networks by Structured Continuous Sparsification 30 Jul 2020 · 0 repositories · arXiv:2007.15353
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Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricing 30 Jul 2020 · 0 repositories · arXiv:2007.15769
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Quantity vs. Quality: On Hyperparameter Optimization for Deep Reinforcement Learning 29 Jul 2020 · 0 repositories · arXiv:2007.14604
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ALF: Autoencoder-based Low-rank Filter-sharing for Efficient Convolutional Neural Networks 27 Jul 2020 · 0 repositories · arXiv:2007.13384
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A Lite Distributed Semantic Communication System for Internet of Things 21 Jul 2020 · 1 repository · arXiv:2007.11095
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SparseTrain: Exploiting Dataflow Sparsity for Efficient Convolutional Neural Networks Training 21 Jul 2020 · 0 repositories · arXiv:2007.13595
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RT3D: Achieving Real-Time Execution of 3D Convolutional Neural Networks on Mobile Devices 20 Jul 2020 · 0 repositories · arXiv:2007.09835