Methods › General › Stochastic Optimization › RMSProp › Papers where code ran, page 1

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)

Syntology We ran code from the paper's repository; we did not isolate this method inside it.

Page 1 of 1: papers 1 to 70 of the 70 tagged papers where Syntology ran at least one harvested sample (62 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument), newest first by the archive's date (ties by arXiv id). This is a filter on Syntology's record ordered by date only, not a ranking; a run is not a correctness claim. A paper missing from this list is not a recorded non-run: it may have no arXiv id, no harvested code, or only samples that have not run yet.

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.

• Modeling AdaGrad, RMSProp, and Adam with Integro-Differential Equations
  14 Nov 2024 · 1 repository · arXiv:2411.09734
  Syntology 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)
• Understanding Optimization in Deep Learning with Central Flows
  31 Oct 2024 · 0 repositories · arXiv:2410.24206
  Syntology 7 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 0 violated, 7 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 7 pointer-only (licence)
• The Epochal Sawtooth Effect: Unveiling Training Loss Oscillations in Adam and Other Optimizers
  14 Oct 2024 · 1 repository · arXiv:2410.10056
  Syntology official (archive's flag): 2 ran · 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) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations
  28 Nov 2023 · 1 repository · arXiv:2311.16681
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 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) · 3 unverified (of 6 harvested samples)
• Cleanba: A Reproducible and Efficient Distributed Reinforcement Learning Platform
  29 Sep 2023 · 1 repository · arXiv:2310.00036
  Syntology 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) · 4 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• On the Implicit Bias of Adam
  31 Aug 2023 · 1 repository · arXiv:2309.00079
  Syntology official (archive's flag): 2 ran · 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) · 2 pointer-only (licence)
• TpuGraphs: A Performance Prediction Dataset on Large Tensor Computational Graphs
  25 Aug 2023 · 1 repository · arXiv:2308.13490
  Syntology 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) · 2 unverified (of 4 harvested samples)
• Understanding the robustness difference between stochastic gradient descent and adaptive gradient methods
  13 Aug 2023 · 1 repository · arXiv:2308.06703
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• FastViT: A Fast Hybrid Vision Transformer using Structural Reparameterization
  24 Mar 2023 · 6 repositories · arXiv:2303.14189
  Syntology 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) · 4 unverified; the one sample that ran constructed an object rather than computing a result (of 5 harvested samples) · 5 pointer-only (licence)
• EnvPool: A Highly Parallel Reinforcement Learning Environment Execution Engine
  21 Jun 2022 · 3 repositories · arXiv:2206.10558
  Syntology official (archive's flag): 3 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• MobileOne: An Improved One millisecond Mobile Backbone
  8 Jun 2022 · 10 repositories · arXiv:2206.04040
  Syntology official (archive's flag): 1 ran · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• EfficientViT: Multi-Scale Linear Attention for High-Resolution Dense Prediction
  29 May 2022 · 6 repositories · arXiv:2205.14756
  Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• MixFormer: Mixing Features across Windows and Dimensions
  6 Apr 2022 · 3 repositories · arXiv:2204.02557
  Syntology community repositories only · 10 ran (of which 3 constructed an object rather than computing a result; 10 with no instrument failure: 0 honoured, 0 violated, 10 with no contract checked; 0 where Syntology's instrument failed) · 4 unverified (of 14 harvested samples)
• Efficient Convolutional Neural Networks on Raspberry Pi for Image Classification
  2 Apr 2022 · 1 repository · arXiv:2204.00943
  Syntology 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) · 1 pointer-only (licence)
• Benchmarking and scaling of deep learning models for land cover image classification
  18 Nov 2021 · 1 repository · arXiv:2111.09451
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 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) · 2 unverified (of 5 harvested samples)
• Solving Traffic4Cast Competition with U-Net and Temporal Domain Adaptation
  5 Nov 2021 · 1 repository · arXiv:2111.03421
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• RobustART: Benchmarking Robustness on Architecture Design and Training Techniques
  11 Sep 2021 · 1 repository · arXiv:2109.05211
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• CMT: Convolutional Neural Networks Meet Vision Transformers
  13 Jul 2021 · 14 repositories · arXiv:2107.06263
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 2 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Combining EfficientNet and Vision Transformers for Video Deepfake Detection
  6 Jul 2021 · 3 repositories · arXiv:2107.02612
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 2 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 5 unverified (of 14 harvested samples) · 4 pointer-only (licence)
• If your data distribution shifts, use self-learning
  27 Apr 2021 · 1 repository · arXiv:2104.12928
  Syntology official (archive's flag): 2 ran · 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)
• Detecting COVID-19 and Community Acquired Pneumonia using Chest CT scan images with Deep Learning
  11 Apr 2021 · 1 repository · arXiv:2104.05121
  Syntology official (archive's flag): 1 ran · 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) · 2 pointer-only (licence)
• LeViT: a Vision Transformer in ConvNet's Clothing for Faster Inference
  2 Apr 2021 · 12 repositories · arXiv:2104.01136
  Syntology official (archive's flag): 3 ran · 23 ran (of which 16 constructed an object rather than computing a result; 21 with no instrument failure: 3 honoured, 1 violated, 17 with no contract checked; 2 where Syntology's instrument failed) · 7 unverified (of 30 harvested samples)
• Scalable Pareto Front Approximation for Deep Multi-Objective Learning
  24 Mar 2021 · 1 repository · arXiv:2103.13392
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 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)
• RepVGG: Making VGG-style ConvNets Great Again
  11 Jan 2021 · 25 repositories · arXiv:2101.03697
  Syntology 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)
• Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation
  13 Dec 2020 · 5 repositories · arXiv:2012.07177
  Syntology 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)
• PaDiM: a Patch Distribution Modeling Framework for Anomaly Detection and Localization
  17 Nov 2020 · 26 repositories · arXiv:2011.08785
  Syntology 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)
• Cream of the Crop: Distilling Prioritized Paths For One-Shot Neural Architecture Search
  29 Oct 2020 · 2 repositories · arXiv:2010.15821
  Syntology 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)
• FastSal: a Computationally Efficient Network for Visual Saliency Prediction
  25 Aug 2020 · 1 repository · arXiv:2008.11151
  Syntology 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)
• YOLOv4: Optimal Speed and Accuracy of Object Detection
  23 Apr 2020 · 223 repositories · arXiv:2004.10934
  Syntology 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)
• Supervised Contrastive Learning
  23 Apr 2020 · 26 repositories · arXiv:2004.11362
  Syntology 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)
• LSQ+: Improving low-bit quantization through learnable offsets and better initialization
  20 Apr 2020 · 4 repositories · arXiv:2004.09576
  Syntology 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)
• ResNeSt: Split-Attention Networks
  19 Apr 2020 · 36 repositories · arXiv:2004.08955
  Syntology 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)
• Video Face Manipulation Detection Through Ensemble of CNNs
  16 Apr 2020 · 3 repositories · arXiv:2004.07676
  Syntology 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)
• Evolving Normalization-Activation Layers
  6 Apr 2020 · 8 repositories · arXiv:2004.02967
  Syntology 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)
• NBDT: Neural-Backed Decision Trees
  1 Apr 2020 · 2 repositories · arXiv:2004.00221
  Syntology 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)
• Meta Pseudo Labels
  23 Mar 2020 · 9 repositories · arXiv:2003.10580
  Syntology 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)
• Towards a General Theory of Infinite-Width Limits of Neural Classifiers
  12 Mar 2020 · 1 repository · arXiv:2003.05884
  Syntology 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)
• Addressing Some Limitations of Transformers with Feedback Memory
  21 Feb 2020 · 4 repositories · arXiv:2002.09402
  Syntology 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)
• ZeroQ: A Novel Zero Shot Quantization Framework
  1 Jan 2020 · 3 repositories · arXiv:2001.00281
  Syntology community repositories only · 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) · 12 unverified (of 19 harvested samples) · 2 pointer-only (licence)
• Adversarial Examples Improve Image Recognition
  21 Nov 2019 · 6 repositories · arXiv:1911.09665
  Syntology community repositories only · 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) · 0 unverified (of 2 harvested samples)
• Filter Response Normalization Layer: Eliminating Batch Dependence in the Training of Deep Neural Networks
  21 Nov 2019 · 16 repositories · arXiv:1911.09737
  Syntology 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) · 0 unverified (of 2 harvested samples)
• EfficientDet: Scalable and Efficient Object Detection
  20 Nov 2019 · 64 repositories · arXiv:1911.09070
  Syntology official (archive's flag): 1 ran · 55 ran (of which 1 constructed an object rather than computing a result; 48 with no instrument failure: 4 honoured, 0 violated, 44 with no contract checked; 7 where Syntology's instrument failed) · 15 unverified (of 70 harvested samples) · 7 pointer-only (licence)
• Self-training with Noisy Student improves ImageNet classification
  11 Nov 2019 · 13 repositories · arXiv:1911.04252
  Syntology official (archive's flag): 6 ran · 13 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 3 where Syntology's instrument failed) · 11 unverified (of 24 harvested samples) · 2 pointer-only (licence)
• TorchBeast: A PyTorch Platform for Distributed RL
  8 Oct 2019 · 3 repositories · arXiv:1910.03552
  Syntology official (archive's flag): 3 ran · 6 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; 4 where Syntology's instrument failed) · 3 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• RandAugment: Practical automated data augmentation with a reduced search space
  30 Sep 2019 · 19 repositories · arXiv:1909.13719
  Syntology 58 ran (of which 1 constructed an object rather than computing a result; 7 with no instrument failure: 0 honoured, 1 violated, 6 with no contract checked; 51 where Syntology's instrument failed) · 7 unverified (of 65 harvested samples) · 17 pointer-only (licence)
• On the Variance of the Adaptive Learning Rate and Beyond
  8 Aug 2019 · 21 repositories · arXiv:1908.03265
  Syntology official (archive's flag): 5 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 13 harvested samples) · 1 pointer-only (licence)
• EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks
  28 May 2019 · 144 repositories · arXiv:1905.11946
  Syntology official: no sample here; runs from other or unrecorded repositories · 198 ran (of which 73 constructed an object rather than computing a result; 157 with no instrument failure: 26 honoured, 2 violated, 129 with no contract checked; 41 where Syntology's instrument failed) · 104 unverified (of 302 harvested samples) · 113 pointer-only (licence)
• Searching for MobileNetV3
  6 May 2019 · 67 repositories · arXiv:1905.02244
  Syntology 86 ran (of which 22 constructed an object rather than computing a result; 75 with no instrument failure: 6 honoured, 2 violated, 67 with no contract checked; 11 where Syntology's instrument failed) · 19 unverified (of 105 harvested samples) · 46 pointer-only (licence)
• On the Convergence of Adam and Beyond
  19 Apr 2019 · 3 repositories · arXiv:1904.09237
  Syntology 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)
• DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning
  9 Oct 2018 · 1 repository · arXiv:1810.05726
  Syntology 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) · 1 pointer-only (licence)
• Preconditioner on Matrix Lie Group for SGD
  26 Sep 2018 · 2 repositories · arXiv:1809.10232
  Syntology official (archive's flag): 5 ran · 5 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; 4 where Syntology's instrument failed) · 1 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• MnasNet: Platform-Aware Neural Architecture Search for Mobile
  31 Jul 2018 · 29 repositories · arXiv:1807.11626
  Syntology community repositories only · 4 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples) · 2 pointer-only (licence)
• Representation Learning with Contrastive Predictive Coding
  10 Jul 2018 · 28 repositories · arXiv:1807.03748
  Syntology 35 ran (of which 21 constructed an object rather than computing a result; 30 with no instrument failure: 1 honoured, 0 violated, 29 with no contract checked; 5 where Syntology's instrument failed) · 10 unverified (of 45 harvested samples) · 22 pointer-only (licence)
• GenAttack: Practical Black-box Attacks with Gradient-Free Optimization
  28 May 2018 · 3 repositories · arXiv:1805.11090
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 7 unverified (of 12 harvested samples)
• ADef: an Iterative Algorithm to Construct Adversarial Deformations
  20 Apr 2018 · 2 repositories · arXiv:1804.07729
  Syntology 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Adafactor: Adaptive Learning Rates with Sublinear Memory Cost
  11 Apr 2018 · 5 repositories · arXiv:1804.04235
  Syntology 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)
• Distributed Prioritized Experience Replay
  2 Mar 2018 · 15 repositories · arXiv:1803.00933
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 0 where Syntology's instrument failed) · 6 unverified (of 15 harvested samples) · 3 pointer-only (licence)
• IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
  5 Feb 2018 · 24 repositories · arXiv:1802.01561
  Syntology community repositories only · 16 ran (of which 6 constructed an object rather than computing a result; 10 with no instrument failure: 1 honoured, 1 violated, 8 with no contract checked; 6 where Syntology's instrument failed) · 18 unverified (of 34 harvested samples) · 3 pointer-only (licence)
• MobileNetV2: Inverted Residuals and Linear Bottlenecks
  13 Jan 2018 · 159 repositories · arXiv:1801.04381
  Syntology 85 ran (of which 40 constructed an object rather than computing a result; 65 with no instrument failure: 8 honoured, 0 violated, 57 with no contract checked; 20 where Syntology's instrument failed) · 26 unverified (of 111 harvested samples) · 64 pointer-only (licence)
• Progressive Neural Architecture Search
  2 Dec 2017 · 18 repositories · arXiv:1712.00559
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Improved Training of Wasserstein GANs
  31 Mar 2017 · 110 repositories · arXiv:1704.00028
  Syntology community repositories only · 27 ran (of which 10 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (of 49 harvested samples) · 20 pointer-only (licence)
• Temporal Generative Adversarial Nets with Singular Value Clipping
  21 Nov 2016 · 4 repositories · arXiv:1611.06624
  Syntology 3 ran (of which 0 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)
• Least Squares Generative Adversarial Networks
  13 Nov 2016 · 24 repositories · arXiv:1611.04076
  Syntology community repositories only · 8 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 1 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Quasi-Recurrent Neural Networks
  5 Nov 2016 · 7 repositories · arXiv:1611.01576
  Syntology 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)
• Xception: Deep Learning with Depthwise Separable Convolutions
  7 Oct 2016 · 41 repositories · arXiv:1610.02357
  Syntology 7 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; 1 where Syntology's instrument failed) · 8 unverified (of 15 harvested samples)
• Stacked Hourglass Networks for Human Pose Estimation
  22 Mar 2016 · 46 repositories · arXiv:1603.06937
  Syntology 24 ran (of which 0 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 25 harvested samples) · 1 pointer-only (licence)
• Inception-v4, Inception-ResNet and the Impact of Residual Connections on Learning
  23 Feb 2016 · 87 repositories · arXiv:1602.07261
  Syntology 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)
• Rethinking the Inception Architecture for Computer Vision
  2 Dec 2015 · 113 repositories · arXiv:1512.00567
  Syntology 20 ran (of which 0 constructed an object rather than computing a result; 19 with no instrument failure: 1 honoured, 0 violated, 18 with no contract checked; 1 where Syntology's instrument failed) · 6 unverified (of 26 harvested samples) · 5 pointer-only (licence)
• Unitary Evolution Recurrent Neural Networks
  20 Nov 2015 · 2 repositories · arXiv:1511.06464
  Syntology 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)
• Teaching Machines to Read and Comprehend
  10 Jun 2015 · 12 repositories · arXiv:1506.03340
  Syntology community repositories only · 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)