Methods › General › Stochastic Optimization › RMSProp › Papers, page 4
RMSProp
Papers archive 2025-07-28
archive papers tagged: 519 · with a code link: 236 · where Syntology ran a sample: 70 (62 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (70 of 519 tagged: 62 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)
Page 4 of 6: papers 301 to 400 of 519, 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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BossNAS: Exploring Hybrid CNN-transformers with Block-wisely Self-supervised Neural Architecture Search 23 Mar 2021 · 1 repository · arXiv:2103.12424
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Stock price forecast with deep learning 21 Mar 2021 · 0 repositories · arXiv:2103.14081
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Danish Fungi 2020 -- Not Just Another Image Recognition Dataset 18 Mar 2021 · 1 repository · arXiv:2103.10107
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Revisiting ResNets: Improved Training and Scaling Strategies 13 Mar 2021 · 3 repositories · arXiv:2103.07579
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Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS 9 Mar 2021 · 1 repository · arXiv:2103.05251
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WebFace260M: A Benchmark Unveiling the Power of Million-Scale Deep Face Recognition 6 Mar 2021 · 0 repositories · arXiv:2103.04098
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Coordinate Attention for Efficient Mobile Network Design 4 Mar 2021 · 2 repositories · arXiv:2103.02907
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Robust Pollen Imagery Classification with Generative Modeling and Mixup Training 25 Feb 2021 · 0 repositories · arXiv:2102.13143
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Densely Nested Top-Down Flows for Salient Object Detection 18 Feb 2021 · 1 repository · arXiv:2102.09133
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Rethinking Co-design of Neural Architectures and Hardware Accelerators 17 Feb 2021 · 0 repositories · arXiv:2102.08619
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Training Aware Sigmoidal Optimizer 17 Feb 2021 · 0 repositories · arXiv:2102.08716
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Searching for Fast Model Families on Datacenter Accelerators 10 Feb 2021 · 0 repositories · arXiv:2102.05610
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PSLA: Improving Audio Tagging with Pretraining, Sampling, Labeling, and Aggregation 2 Feb 2021 · 1 repository · arXiv:2102.01243
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Gravity Optimizer: a Kinematic Approach on Optimization in Deep Learning 22 Jan 2021 · 1 repository · arXiv:2101.09192
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Deep Learning Models for Calculation of Cardiothoracic Ratio from Chest Radiographs for Assisted Diagnosis of Cardiomegaly 19 Jan 2021 · 0 repositories · arXiv:2101.07606
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RepVGG: Making VGG-style ConvNets Great Again 11 Jan 2021 · 25 repositories · arXiv:2101.03697Syntology official (archive's flag): 2 ran · 13 ran (of which 7 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 16 harvested samples) · 6 pointer-only (licence)
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Exploring Adversarial Fake Images on Face Manifold 9 Jan 2021 · 0 repositories · arXiv:2101.03272
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Boosting Certified Robustness of Deep Networks via a Compositional Architecture 1 Jan 2021 · 0 repositories
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Generative Adversarial Neural Architecture Search with Importance Sampling 1 Jan 2021 · 0 repositories
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Making Coherence Out of Nothing At All: Measuring Evolution of Gradient Alignment 1 Jan 2021 · 0 repositories
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NAHAS: Neural Architecture and Hardware Accelerator Search 1 Jan 2021 · 0 repositories
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RMSprop can converge with proper hyper-parameter 1 Jan 2021 · 0 repositories
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Variance Reduction on General Adaptive Stochastic Mirror Descent 26 Dec 2020 · 0 repositories · arXiv:2012.13760
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Diabetic Retinopathy Grading System Based on Transfer Learning 23 Dec 2020 · 0 repositories · arXiv:2012.12515
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Efficient and Visualizable Convolutional Neural Networks for COVID-19 Classification Using Chest CT 22 Dec 2020 · 1 repository · arXiv:2012.11860
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Objectron: A Large Scale Dataset of Object-Centric Videos in the Wild with Pose Annotations 18 Dec 2020 · 1 repository · arXiv:2012.09988
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Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation 13 Dec 2020 · 5 repositories · arXiv:2012.07177Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks 11 Dec 2020 · 1 repository · arXiv:2012.06244
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Wisdom of Committees: An Overlooked Approach To Faster and More Accurate Models 3 Dec 2020 · 0 repositories · arXiv:2012.01988
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KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet Memes 1 Dec 2020 · 1 repository
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Model Rubik’s Cube: Twisting Resolution, Depth and Width for TinyNets 1 Dec 2020 · 3 repositories
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Semi-Supervised Noisy Student Pre-training on EfficientNet Architectures for Plant Pathology Classification 1 Dec 2020 · 0 repositories · arXiv:2012.00332
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Towards Better Generalization of Adaptive Gradient Methods 1 Dec 2020 · 0 repositories
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Depth-Enhanced Feature Pyramid Network for Occlusion-Aware Verification of Buildings from Oblique Images 26 Nov 2020 · 0 repositories · arXiv:2011.13226
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ImageNet Pretrained CNNs for JPEG Steganalysis 24 Nov 2020 · 0 repositories
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Efficient embedding network for 3D brain tumor segmentation 22 Nov 2020 · 0 repositories · arXiv:2011.11052
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FP-NAS: Fast Probabilistic Neural Architecture Search 22 Nov 2020 · 0 repositories · arXiv:2011.10949
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Optic Disc, Cup and Fovea Detection from Retinal Images Using U-Net++ with EfficientNet Encoder 20 Nov 2020 · 0 repositories
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An Efficient and Scalable Deep Learning Approach for Road Damage Detection 18 Nov 2020 · 2 repositories · arXiv:2011.09577
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Layer-Wise Data-Free CNN Compression 18 Nov 2020 · 0 repositories · arXiv:2011.09058
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PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization 17 Nov 2020 · 26 repositories · arXiv:2011.08785Syntology 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 3 pointer-only (licence)
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Predictive Analysis of Diabetic Retinopathy with Transfer Learning 8 Nov 2020 · 0 repositories · arXiv:2011.04052
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Deep Transfer Learning for Automated Diagnosis of Skin Lesions from Photographs 6 Nov 2020 · 1 repository · arXiv:2011.04475
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The Forchheim Image Database for Camera Identification in the Wild 4 Nov 2020 · 0 repositories · arXiv:2011.02241
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Training EfficientNets at Supercomputer Scale: 83% ImageNet Top-1 Accuracy in One Hour 30 Oct 2020 · 0 repositories · arXiv:2011.00071
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Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search 29 Oct 2020 · 2 repositories · arXiv:2010.15821Syntology community repositories only · 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) · 1 pointer-only (licence)
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Model Rubik's Cube: Twisting Resolution, Depth and Width for TinyNets 28 Oct 2020 · 9 repositories · arXiv:2010.14819Syntology official: harvested for another paper · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
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Deep Learning Frameworks for Pavement Distress Classification: A Comparative Analysis 21 Oct 2020 · 1 repository · arXiv:2010.10681
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A Nesterov's Accelerated quasi-Newton method for Global Routing using Deep Reinforcement Learning 15 Oct 2020 · 0 repositories · arXiv:2010.09465
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Expectigrad: Fast Stochastic Optimization with Robust Convergence Properties 3 Oct 2020 · 1 repository · arXiv:2010.01356
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Learning the Step-size Policy for the Limited-Memory Broyden-Fletcher-Goldfarb-Shanno Algorithm 3 Oct 2020 · 0 repositories · arXiv:2010.01311
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Classification and understanding of cloud structures via satellite images with EfficientUNet 27 Sep 2020 · 1 repository · arXiv:2009.12931
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ECOVNet: An Ensemble of Deep Convolutional Neural Networks Based on EfficientNet to Detect COVID-19 From Chest X-rays 24 Sep 2020 · 0 repositories · arXiv:2009.11850
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Adversarial Exposure Attack on Diabetic Retinopathy Imagery Grading 19 Sep 2020 · 0 repositories · arXiv:2009.09231
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Image Captioning with Attention for Smart Local Tourism using EfficientNet 18 Sep 2020 · 1 repository · arXiv:2009.08899
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EfficientNet-eLite: Extremely Lightweight and Efficient CNN Models for Edge Devices by Network Candidate Search 16 Sep 2020 · 3 repositories · arXiv:2009.07409
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A Qualitative Study of the Dynamic Behavior for Adaptive Gradient Algorithms 14 Sep 2020 · 0 repositories · arXiv:2009.06125
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FastSal: a Computationally Efficient Network for Visual Saliency Prediction 25 Aug 2020 · 1 repository · arXiv:2008.11151Syntology 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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An Improved Person Re-identification Method by light-weight convolutional neural network 21 Aug 2020 · 1 repository · arXiv:2008.09448
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Adaptive Hierarchical Hyper-gradient Descent 17 Aug 2020 · 0 repositories · arXiv:2008.07277
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An Aggregate Method for Thorax Diseases Classification 7 Aug 2020 · 1 repository · arXiv:2008.03008
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Structured Convolutions for Efficient Neural Network Design 6 Aug 2020 · 0 repositories · arXiv:2008.02454
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EfficientHRNet: Efficient Scaling for Lightweight High-Resolution Multi-Person Pose Estimation 16 Jul 2020 · 2 repositories · arXiv:2007.08090
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Roles and Utilization of Attention Heads in Transformer-based Neural Language Models 1 Jul 2020 · 1 repository
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Private Stochastic Non-Convex Optimization: Adaptive Algorithms and Tighter Generalization Bounds 24 Jun 2020 · 0 repositories · arXiv:2006.13501
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MaxVA: Fast Adaptation of Step Sizes by Maximizing Observed Variance of Gradients 21 Jun 2020 · 1 repository · arXiv:2006.11918
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Improving accuracy and speeding up Document Image Classification through parallel systems 16 Jun 2020 · 1 repository · arXiv:2006.09141
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Beyond Worst-Case Analysis in Stochastic Approximation: Moment Estimation Improves Instance Complexity 8 Jun 2020 · 0 repositories · arXiv:2006.04429
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AutoHAS: Efficient Hyperparameter and Architecture Search 5 Jun 2020 · 0 repositories · arXiv:2006.03656
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BWCNN: Blink to Word, a Real-Time Convolutional Neural Network Approach 1 Jun 2020 · 0 repositories · arXiv:2006.01232
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Deep Learning based Diagnosis of COVID-19 usingChest CT-scan Images 20 May 2020 · 1 repository
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Convergence of Online Adaptive and Recurrent Optimization Algorithms 12 May 2020 · 0 repositories · arXiv:2005.05645
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3D Printed Brain-Controlled Robot-Arm Prosthetic via Embedded Deep Learning from sEMG Sensors 4 May 2020 · 0 repositories · arXiv:2005.01797
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AI Augmentation of Radiologist Performance in Distinguishing COVID-19 from Pneumonia of Other Etiology on Chest CT 27 Apr 2020 · 1 repository
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EfficientPose: Scalable single-person pose estimation 25 Apr 2020 · 1 repository · arXiv:2004.12186
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Supervised Contrastive Learning 23 Apr 2020 · 26 repositories · arXiv:2004.11362Syntology community repositories only · 17 ran (of which 0 constructed an object rather than computing a result; 14 with no instrument failure: 2 honoured, 0 violated, 12 with no contract checked; 3 where Syntology's instrument failed) · 6 unverified (of 23 harvested samples) · 5 pointer-only (licence)
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YOLOv4: Optimal Speed and Accuracy of Object Detection 23 Apr 2020 · 223 repositories · arXiv:2004.10934Syntology community repositories only · 142 ran (of which 0 constructed an object rather than computing a result; 133 with no instrument failure: 6 honoured, 0 violated, 127 with no contract checked; 9 where Syntology's instrument failed) · 42 unverified (of 184 harvested samples) · 21 pointer-only (licence)
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LSQ+: Improving low-bit quantization through learnable offsets and better initialization 20 Apr 2020 · 4 repositories · arXiv:2004.09576Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
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ResNeSt: Split-Attention Networks 19 Apr 2020 · 36 repositories · arXiv:2004.08955Syntology official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (of 48 harvested samples) · 23 pointer-only (licence)
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DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture 18 Apr 2020 · 1 repository · arXiv:2004.11970
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Video Face Manipulation Detection Through Ensemble of CNNs 16 Apr 2020 · 3 repositories · arXiv:2004.07676Syntology 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers 15 Apr 2020 · 1 repository · arXiv:2004.07317
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Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images 12 Apr 2020 · 2 repositories · arXiv:2004.05717
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Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection 9 Apr 2020 · 1 repository · arXiv:2004.04822
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Evolving Normalization-Activation Layers 6 Apr 2020 · 8 repositories · arXiv:2004.02967Syntology 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) · 2 unverified (of 5 harvested samples) · 3 pointer-only (licence)
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NBDT: Neural-Backed Decision Trees 1 Apr 2020 · 2 repositories · arXiv:2004.00221Syntology official (archive's flag): 1 ran · 18 ran (of which 2 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 14 where Syntology's instrument failed) · 11 unverified (of 29 harvested samples)
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Circumventing Outliers of AutoAugment with Knowledge Distillation 25 Mar 2020 · 1 repository · arXiv:2003.11342
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GreedyNAS: Towards Fast One-Shot NAS with Greedy Supernet 25 Mar 2020 · 0 repositories · arXiv:2003.11236
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Meta Pseudo Labels 23 Mar 2020 · 9 repositories · arXiv:2003.10580Syntology community repositories only · 12 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 3 pointer-only (licence)
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Multi-Plateau Ensemble for Endoscopic Artefact Segmentation and Detection 23 Mar 2020 · 1 repository · arXiv:2003.10129
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Fixing the train-test resolution discrepancy: FixEfficientNet 18 Mar 2020 · 1 repository · arXiv:2003.08237
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Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages 13 Mar 2020 · 0 repositories · arXiv:2003.06356
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Gimme Signals: Discriminative signal encoding for multimodal activity recognition 13 Mar 2020 · 2 repositories · arXiv:2003.06156
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SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images 12 Mar 2020 · 0 repositories · arXiv:2003.05712
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Towards a General Theory of Infinite-Width Limits of Neural Classifiers 12 Mar 2020 · 1 repository · arXiv:2003.05884Syntology 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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Improving the Backpropagation Algorithm with Consequentialism Weight Updates over Mini-Batches 11 Mar 2020 · 0 repositories · arXiv:2003.05164
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Learned Threshold Pruning 28 Feb 2020 · 0 repositories · arXiv:2003.00075
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A Self-Tuning Actor-Critic Algorithm 28 Feb 2020 · 0 repositories · arXiv:2002.12928
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Neuron Shapley: Discovering the Responsible Neurons 23 Feb 2020 · 1 repository · arXiv:2002.09815Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
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Addressing Some Limitations of Transformers with Feedback Memory 21 Feb 2020 · 4 repositories · arXiv:2002.09402Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)