Methods › General › Stochastic Optimization › RMSProp › Papers, page 5

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 5 of 6: papers 401 to 500 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.

• Introducing Fuzzy Layers for Deep Learning
  21 Feb 2020 · 0 repositories · arXiv:2003.00880
• MaxUp: A Simple Way to Improve Generalization of Neural Network Training
  20 Feb 2020 · 1 repository · arXiv:2002.09024
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Exponential discretization of weights of neural network connections in pre-trained neural networks
  3 Feb 2020 · 0 repositories · arXiv:2002.00623
• Gradient descent with momentum --- to accelerate or to super-accelerate?
  17 Jan 2020 · 0 repositories · arXiv:2001.06472
• 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)
• Attention-Based Face AntiSpoofing of RGB Images, using a Minimal End-2-End Neural Network
  18 Dec 2019 · 0 repositories · arXiv:1912.08870
• Parameter Continuation Methods for the Optimization of Deep Neural Networks
  16 Dec 2019 · 1 repository
• Linear Mode Connectivity and the Lottery Ticket Hypothesis
  11 Dec 2019 · 2 repositories · arXiv:1912.05671
• Scratch that! An Evolution-based Adversarial Attack against Neural Networks
  5 Dec 2019 · 1 repository · arXiv:1912.02316
• IMPACT: Importance Weighted Asynchronous Architectures with Clipped Target Networks
  30 Nov 2019 · 0 repositories · arXiv:1912.00167
• Structured Multi-Hashing for Model Compression
  25 Nov 2019 · 0 repositories · arXiv:1911.11177
• 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)
• Fast Sparse ConvNets
  21 Nov 2019 · 5 repositories · arXiv:1911.09723
• 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)
• Experimental Exploration of Compact Convolutional Neural Network Architectures for Non-temporal Real-time Fire Detection
  20 Nov 2019 · 0 repositories · arXiv:1911.09010
• 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)
• Predictive modeling of brain tumor: A Deep learning approach
  6 Nov 2019 · 0 repositories · arXiv:1911.02265
• Identification of primary angle-closure on AS-OCT images with Convolutional Neural Networks
  23 Oct 2019 · 0 repositories · arXiv:1910.10414
• Establishing an Evaluation Metric to Quantify Climate Change Image Realism
  22 Oct 2019 · 0 repositories · arXiv:1910.10143
• Implementation of a modified Nesterov's Accelerated quasi-Newton Method on Tensorflow
  21 Oct 2019 · 0 repositories · arXiv:1910.09158
• ICPS-net: An End-to-End RGB-based Indoor Camera Positioning System using deep convolutional neural networks
  14 Oct 2019 · 0 repositories · arXiv:1910.06219
• 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)
• GDP: Generalized Device Placement for Dataflow Graphs
  28 Sep 2019 · 0 repositories · arXiv:1910.01578
• MutualNet: Adaptive ConvNet via Mutual Learning from Network Width and Resolution
  27 Sep 2019 · 2 repositories · arXiv:1909.12978
• Pretraining boosts out-of-domain robustness for pose estimation
  24 Sep 2019 · 1 repository · arXiv:1909.11229
• diffGrad: An Optimization Method for Convolutional Neural Networks
  12 Sep 2019 · 1 repository · arXiv:1909.11015
• Partitioned integrators for thermodynamic parameterization of neural networks
  30 Aug 2019 · 1 repository · arXiv:1908.11843
• SCARLET-NAS: Bridging the Gap between Stability and Scalability in Weight-sharing Neural Architecture Search
  16 Aug 2019 · 1 repository · arXiv:1908.06022
• Histographs: Graphs in Histopathology
  14 Aug 2019 · 0 repositories · arXiv:1908.05020
• 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)
• MoGA: Searching Beyond MobileNetV3
  4 Aug 2019 · 2 repositories · arXiv:1908.01314
• Genetic Deep Learning for Lung Cancer Screening
  27 Jul 2019 · 0 repositories · arXiv:1907.11849
• RNN-based Online Handwritten Character Recognition Using Accelerometer and Gyroscope Data
  24 Jul 2019 · 0 repositories · arXiv:1907.12935
• Meta-descent for Online, Continual Prediction
  17 Jul 2019 · 0 repositories · arXiv:1907.07751
• DeepDA: LSTM-based Deep Data Association Network for Multi-Targets Tracking in Clutter
  16 Jul 2019 · 0 repositories · arXiv:1907.09915
• The Role of Memory in Stochastic Optimization
  2 Jul 2019 · 0 repositories · arXiv:1907.01678
• Mimic and Fool: A Task Agnostic Adversarial Attack
  11 Jun 2019 · 1 repository · arXiv:1906.04606
• 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)
• VecHGrad for Solving Accurately Complex Tensor Decomposition
  24 May 2019 · 0 repositories · arXiv:1905.12413
• Blockwise Adaptivity: Faster Training and Better Generalization in Deep Learning
  23 May 2019 · 0 repositories · arXiv:1905.09899
• Adaptive norms for deep learning with regularized Newton methods
  22 May 2019 · 0 repositories · arXiv:1905.09201
• Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset
  17 May 2019 · 1 repository · arXiv:1905.07203
• SAdam: A Variant of Adam for Strongly Convex Functions
  8 May 2019 · 1 repository · arXiv:1905.02957
• 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)
• A unified theory of adaptive stochastic gradient descent as Bayesian filtering
  1 May 2019 · 0 repositories
• Towards Combining On-Off-Policy Methods for Real-World Applications
  24 Apr 2019 · 0 repositories · arXiv:1904.10642
• 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)
• Double Transfer Learning for Breast Cancer Histopathologic Image Classification
  16 Apr 2019 · 0 repositories · arXiv:1904.07834
• CondConv: Conditionally Parameterized Convolutions for Efficient Inference
  10 Apr 2019 · 9 repositories · arXiv:1904.04971
• Understanding Unconventional Preprocessors in Deep Convolutional Neural Networks for Face Identification
  27 Mar 2019 · 0 repositories · arXiv:1904.00815
• Adaptive Gradient Methods with Dynamic Bound of Learning Rate
  26 Feb 2019 · 5 repositories · arXiv:1902.09843
• Escaping Saddle Points with Adaptive Gradient Methods
  26 Jan 2019 · 0 repositories · arXiv:1901.09149
• Accelerating Convolutional Neural Networks via Activation Map Compression
  10 Dec 2018 · 0 repositories · arXiv:1812.04056
• Adaptive Methods for Nonconvex Optimization
  1 Dec 2018 · 1 repository
• Strike (with) a Pose: Neural Networks Are Easily Fooled by Strange Poses of Familiar Objects
  28 Nov 2018 · 1 repository · arXiv:1811.11553
• A Sufficient Condition for Convergences of Adam and RMSProp
  23 Nov 2018 · 0 repositories · arXiv:1811.09358
• Kalman Gradient Descent: Adaptive Variance Reduction in Stochastic Optimization
  29 Oct 2018 · 1 repository · arXiv:1810.12273
• Finding Mixed Nash Equilibria of Generative Adversarial Networks
  23 Oct 2018 · 0 repositories · arXiv:1811.02002
• 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)
• Discovering Low-Precision Networks Close to Full-Precision Networks for Efficient Embedded Inference
  11 Sep 2018 · 0 repositories · arXiv:1809.04191
• DFT-based Transformation Invariant Pooling Layer for Visual Classification
  1 Sep 2018 · 0 repositories
• On the Convergence of Adaptive Gradient Methods for Nonconvex Optimization
  16 Aug 2018 · 0 repositories · arXiv:1808.05671
• Backtracking gradient descent method for general C¹ functions, with applications to Deep Learning
  15 Aug 2018 · 1 repository · arXiv:1808.05160
• A Unified Analysis of AdaGrad with Weighted Aggregation and Momentum Acceleration
  10 Aug 2018 · 0 repositories · arXiv:1808.03408
• 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)
• Bayesian filtering unifies adaptive and non-adaptive neural network optimization methods
  19 Jul 2018 · 1 repository · arXiv:1807.07540
• Convergence guarantees for RMSProp and ADAM in non-convex optimization and an empirical comparison to Nesterov acceleration
  18 Jul 2018 · 0 repositories · arXiv:1807.06766
• Maximizing Invariant Data Perturbation with Stochastic Optimization
  12 Jul 2018 · 1 repository · arXiv:1807.05077
• 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)
• Dank Learning: Generating Memes Using Deep Neural Networks
  8 Jun 2018 · 3 repositories · arXiv:1806.04510
• Geometry Aware Constrained Optimization Techniques for Deep Learning
  1 Jun 2018 · 0 repositories
• 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)
• Nostalgic Adam: Weighting more of the past gradients when designing the adaptive learning rate
  19 May 2018 · 2 repositories · arXiv:1805.07557
• 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)
• Value-aware Quantization for Training and Inference of Neural Networks
  20 Apr 2018 · 0 repositories · arXiv:1804.07802
• 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)
• Human Semantic Parsing for Person Re-identification
  31 Mar 2018 · 0 repositories · arXiv:1804.00216
• 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)
• Classification of breast cancer histology images using transfer learning
  26 Feb 2018 · 0 repositories · arXiv:1802.09424
• 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)
• Regularized Evolution for Image Classifier Architecture Search
  5 Feb 2018 · 5 repositories · arXiv:1802.01548
• Handwritten Isolated Bangla Compound Character Recognition: a new benchmark using a novel deep learning approach
  2 Feb 2018 · 0 repositories · arXiv:1802.00671
• Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach
  31 Jan 2018 · 1 repository · arXiv:1801.10578
• 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)
• Large-Scale 3D Scene Classification With Multi-View Volumetric CNN
  26 Dec 2017 · 0 repositories · arXiv:1712.09216
• Improving Generalization Performance by Switching from Adam to SGD
  20 Dec 2017 · 6 repositories · arXiv:1712.07628
• Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems
  5 Dec 2017 · 0 repositories · arXiv:1712.01785
• Vprop: Variational Inference using RMSprop
  4 Dec 2017 · 0 repositories · arXiv:1712.01038
• 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)
• BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning
  19 Nov 2017 · 0 repositories · arXiv:1711.06959
• Extremely Large Minibatch SGD: Training ResNet-50 on ImageNet in 15 Minutes
  12 Nov 2017 · 0 repositories · arXiv:1711.04325
• Follow the Moving Leader in Deep Learning
  1 Aug 2017 · 0 repositories
• Neural Optimizer Search using Reinforcement Learning
  1 Aug 2017 · 0 repositories
• Learning Transferable Architectures for Scalable Image Recognition
  21 Jul 2017 · 17 repositories · arXiv:1707.07012
  Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Revisiting Unreasonable Effectiveness of Data in Deep Learning Era
  10 Jul 2017 · 2 repositories · arXiv:1707.02968
• Variants of RMSProp and Adagrad with Logarithmic Regret Bounds
  17 Jun 2017 · 0 repositories · arXiv:1706.05507
• YellowFin and the Art of Momentum Tuning
  12 Jun 2017 · 2 repositories · arXiv:1706.03471
  Syntology 0 ran · 1 unverified (of 1 harvested sample)