Methods › General › Stochastic Optimization › Adam › Papers, page 243

Adam

Papers archive 2025-07-28

archive papers tagged: 24,390 · with a code link: 10,944 · where Syntology ran a sample: 3,424 (2,899 with a run with no instrument failure, 525 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (3,424 of 24,390 tagged: 2,899 with a run with no instrument failure, 525 where every run was a failure of Syntology's instrument)

Page 243 of 244: papers 24,201 to 24,300 of 24,390, 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.

• Maximizing Invariant Data Perturbation with Stochastic Optimization
  12 Jul 2018 · 1 repository · arXiv:1807.05077
• DeSTNet: Densely Fused Spatial Transformer Networks
  11 Jul 2018 · 0 repositories · arXiv:1807.04050
• Deterministic Policy Gradients With General State Transitions
  10 Jul 2018 · 0 repositories · arXiv:1807.03708
• 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)
• Universal Transformers
  10 Jul 2018 · 8 repositories · arXiv:1807.03819
  Syntology community repositories only · 17 ran (of which 8 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 0 violated, 16 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 25 harvested samples) · 24 pointer-only (licence)
• An Intriguing Failing of Convolutional Neural Networks and the CoordConv Solution
  9 Jul 2018 · 24 repositories · arXiv:1807.03247
  Syntology community repositories only · 5 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; 2 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Glow: Generative Flow with Invertible 1x1 Convolutions
  9 Jul 2018 · 27 repositories · arXiv:1807.03039
  Syntology official (archive's flag): 8 ran · 85 ran (of which 47 constructed an object rather than computing a result; 73 with no instrument failure: 3 honoured, 0 violated, 70 with no contract checked; 12 where Syntology's instrument failed) · 44 unverified (of 129 harvested samples) · 44 pointer-only (licence)
• Model-based Hand Pose Estimation for Generalized Hand Shape with Appearance Normalization
  2 Jul 2018 · 0 repositories · arXiv:1807.00898
• The relativistic discriminator: a key element missing from standard GAN
  2 Jul 2018 · 10 repositories · arXiv:1807.00734
  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, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 8 unverified (of 9 harvested samples) · 3 pointer-only (licence)
• Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning
  1 Jul 2018 · 2 repositories
• How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures
  1 Jul 2018 · 1 repository
• Learning Longer-term Dependencies in RNNs with Auxiliary Losses
  1 Jul 2018 · 0 repositories
• Learning to Explore via Meta-Policy Gradient
  1 Jul 2018 · 0 repositories
• Multi-Turn Response Selection for Chatbots with Deep Attention Matching Network
  1 Jul 2018 · 1 repository
• NICT Self-Training Approach to Neural Machine Translation at NMT-2018
  1 Jul 2018 · 0 repositories
• The Annotated Transformer
  1 Jul 2018 · 1 repository
• Stroke-based Character Reconstruction
  23 Jun 2018 · 1 repository · arXiv:1806.08990
• Fashion-Gen: The Generative Fashion Dataset and Challenge
  21 Jun 2018 · 3 repositories · arXiv:1806.08317
• A Comparison of Transformer and Recurrent Neural Networks on Multilingual Neural Machine Translation
  18 Jun 2018 · 0 repositories · arXiv:1806.06957
• Closing the Generalization Gap of Adaptive Gradient Methods in Training Deep Neural Networks
  18 Jun 2018 · 2 repositories · arXiv:1806.06763
• Deep Lip Reading: a comparison of models and an online application
  15 Jun 2018 · 0 repositories · arXiv:1806.06053
• An Evaluation of Neural Machine Translation Models on Historical Spelling Normalization
  13 Jun 2018 · 1 repository · arXiv:1806.05210
• Fast and Scalable Bayesian Deep Learning by Weight-Perturbation in Adam
  13 Jun 2018 · 3 repositories · arXiv:1806.04854
• Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages
  12 Jun 2018 · 0 repositories · arXiv:1806.05059
• Improving Language Understanding by Generative Pre-Training
  11 Jun 2018 · 13 repositories
• Randomized Value Functions via Multiplicative Normalizing Flows
  6 Jun 2018 · 2 repositories · arXiv:1806.02315
• Leolani: a reference machine with a theory of mind for social communication
  5 Jun 2018 · 1 repository · arXiv:1806.01526
• Meta-Learner with Linear Nulling
  4 Jun 2018 · 0 repositories · arXiv:1806.01010
• Deep Diffeomorphic Transformer Networks
  1 Jun 2018 · 1 repository
• Geometry Aware Constrained Optimization Techniques for Deep Learning
  1 Jun 2018 · 0 repositories
• Sparse Pursuit and Dictionary Learning for Blind Source Separation in Polyphonic Music Recordings
  1 Jun 2018 · 3 repositories · arXiv:1806.00273
• Weakly Supervised Phrase Localization With Multi-Scale Anchored Transformer Network
  1 Jun 2018 · 0 repositories
• Deep Reinforcement Learning in a Handful of Trials using Probabilistic Dynamics Models
  30 May 2018 · 9 repositories · arXiv:1805.12114
  Syntology community repositories only · 12 ran (of which 5 constructed an object rather than computing a result; 7 with no instrument failure: 1 honoured, 0 violated, 6 with no contract checked; 5 where Syntology's instrument failed) · 7 unverified (of 19 harvested samples) · 17 pointer-only (licence)
• Theory and Experiments on Vector Quantized Autoencoders
  28 May 2018 · 2 repositories · arXiv:1805.11063
• Fast Neural Machine Translation Implementation
  24 May 2018 · 0 repositories · arXiv:1805.09863
• Universal discriminative quantum neural networks
  22 May 2018 · 0 repositories · arXiv:1805.08654
• Self-Attention Generative Adversarial Networks
  21 May 2018 · 48 repositories · arXiv:1805.08318
  Syntology official (archive's flag): 1 ran · 46 ran (of which 0 constructed an object rather than computing a result; 42 with no instrument failure: 2 honoured, 0 violated, 40 with no contract checked; 4 where Syntology's instrument failed) · 35 unverified (of 81 harvested samples) · 3 pointer-only (licence)
• GADAM: Genetic-Evolutionary ADAM for Deep Neural Network Optimization
  19 May 2018 · 0 repositories · arXiv:1805.07500
• Nostalgic Adam: Weighting more of the past gradients when designing the adaptive learning rate
  19 May 2018 · 2 repositories · arXiv:1805.07557
• A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese
  16 May 2018 · 0 repositories · arXiv:1805.06239
• Advances in Experience Replay
  15 May 2018 · 1 repository · arXiv:1805.05536
• Do deep reinforcement learning agents model intentions?
  15 May 2018 · 1 repository · arXiv:1805.06020
• Dyna: A Method of Momentum for Stochastic Optimization
  13 May 2018 · 0 repositories · arXiv:1805.04933
• A Data-Driven Residential Transformer Overloading Risk Assessment Method
  2 May 2018 · 0 repositories · arXiv:1805.00630
• Accelerating Neural Transformer via an Average Attention Network
  2 May 2018 · 1 repository · arXiv:1805.00631
  Syntology official (archive's flag): 7 ran · 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) · 12 unverified (of 19 harvested samples)
• Localization: A Missing Link in the Pipeline of Object Matching and Registration
  1 May 2018 · 0 repositories · arXiv:1805.00223
• CRAFT: Complementary Recommendations Using Adversarial Feature Transformer
  29 Apr 2018 · 0 repositories · arXiv:1804.10871
• CRAM: Clued Recurrent Attention Model
  28 Apr 2018 · 0 repositories · arXiv:1804.10844
• Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese
  28 Apr 2018 · 1 repository · arXiv:1804.10752
• The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation
  26 Apr 2018 · 3 repositories · arXiv:1804.09849
• Multiagent Soft Q-Learning
  25 Apr 2018 · 0 repositories · arXiv:1804.09817
• Distributed Distributional Deterministic Policy Gradients
  23 Apr 2018 · 5 repositories · arXiv:1804.08617
• Transformation on Computer-Generated Facial Image to Avoid Detection by Spoofing Detector
  12 Apr 2018 · 0 repositories · arXiv:1804.04418
• 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)
• Statistical transformer networks: learning shape and appearance models via self supervision
  7 Apr 2018 · 0 repositories · arXiv:1804.02541
• End-to-End Dense Video Captioning with Masked Transformer
  3 Apr 2018 · 1 repository · arXiv:1804.00819
• Training Tips for the Transformer Model
  1 Apr 2018 · 4 repositories · arXiv:1804.00247
• Efficient and Deep Person Re-Identification using Multi-Level Similarity
  30 Mar 2018 · 0 repositories · arXiv:1803.11353
• ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation
  19 Mar 2018 · 8 repositories · arXiv:1803.06815
  Syntology official: harvested, nothing ran · 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples)
• Tensor2Tensor for Neural Machine Translation
  16 Mar 2018 · 15 repositories · arXiv:1803.07416
  Syntology official (archive's flag): 1 ran · 30 ran (of which 0 constructed an object rather than computing a result; 29 with no instrument failure: 0 honoured, 0 violated, 29 with no contract checked; 1 where Syntology's instrument failed) · 18 unverified (of 48 harvested samples)
• Studying Invariances of Trained Convolutional Neural Networks
  15 Mar 2018 · 0 repositories · arXiv:1803.05963
• Learning to Explore with Meta-Policy Gradient
  13 Mar 2018 · 0 repositories · arXiv:1803.05044
• Fast Decoding in Sequence Models using Discrete Latent Variables
  9 Mar 2018 · 0 repositories · arXiv:1803.03382
• Solving Fourier ptychographic imaging problems via neural network modeling and TensorFlow
  9 Mar 2018 · 0 repositories · arXiv:1803.03434
• Self-Attention with Relative Position Representations
  6 Mar 2018 · 13 repositories · arXiv:1803.02155
  Syntology community repositories only · 13 ran (of which 4 constructed an object rather than computing a result; 8 with no instrument failure: 2 honoured, 0 violated, 6 with no contract checked; 5 where Syntology's instrument failed) · 10 unverified (of 23 harvested samples) · 3 pointer-only (licence)
• ST-GAN: Spatial Transformer Generative Adversarial Networks for Image Compositing
  5 Mar 2018 · 2 repositories · arXiv:1803.01837
  Syntology official (archive's flag): 9 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)
• Classification based Grasp Detection using Spatial Transformer Network
  4 Mar 2018 · 0 repositories · arXiv:1803.01356
• 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)
• Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search
  1 Mar 2018 · 1 repository · arXiv:1803.00370
  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)
• Learning Longer-term Dependencies in RNNs with Auxiliary Losses
  1 Mar 2018 · 1 repository · arXiv:1803.00144
• A Variational Inequality Perspective on Generative Adversarial Networks
  28 Feb 2018 · 1 repository · arXiv:1802.10551
  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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Addressing Function Approximation Error in Actor-Critic Methods
  26 Feb 2018 · 67 repositories · arXiv:1802.09477
  Syntology community repositories only · 26 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 1 honoured, 1 violated, 23 with no contract checked; 1 where Syntology's instrument failed) · 10 unverified (of 36 harvested samples) · 21 pointer-only (licence)
• Shampoo: Preconditioned Stochastic Tensor Optimization
  26 Feb 2018 · 3 repositories · arXiv:1802.09568
  Syntology 4 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; 3 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Video Person Re-identification by Temporal Residual Learning
  22 Feb 2018 · 0 repositories · arXiv:1802.07918
• cGANs with Projection Discriminator
  15 Feb 2018 · 12 repositories · arXiv:1802.05637
  Syntology official (archive's flag): 2 ran · 9 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 2 violated, 1 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 6 pointer-only (licence)
• GEP-PG: Decoupling Exploration and Exploitation in Deep Reinforcement Learning Algorithms
  14 Feb 2018 · 1 repository · arXiv:1802.05054
  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)
• L4: Practical loss-based stepsize adaptation for deep learning
  14 Feb 2018 · 2 repositories · arXiv:1802.05074
  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) · 1 unverified (of 2 harvested samples)
• signSGD: Compressed Optimisation for Non-Convex Problems
  13 Feb 2018 · 6 repositories · arXiv:1802.04434
  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) · 3 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Adversarial Audio Synthesis
  12 Feb 2018 · 22 repositories · arXiv:1802.04208
  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) · 2 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations
  31 Jan 2018 · 0 repositories · arXiv:1801.10459
• Hierarchical Spatial Transformer Network
  29 Jan 2018 · 0 repositories · arXiv:1801.09467
• Universal Language Model Fine-tuning for Text Classification
  18 Jan 2018 · 66 repositories · arXiv:1801.06146
  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) · 3 unverified (of 5 harvested samples) · 3 pointer-only (licence)
• Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes
  9 Jan 2018 · 1 repository · arXiv:1801.02852
• Identity-preserving Face Recovery from Portraits
  8 Jan 2018 · 0 repositories · arXiv:1801.02279
• Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor
  4 Jan 2018 · 86 repositories · arXiv:1801.01290
  Syntology community repositories only · 91 ran (of which 61 constructed an object rather than computing a result; 73 with no instrument failure: 3 honoured, 1 violated, 69 with no contract checked; 18 where Syntology's instrument failed) · 57 unverified (of 148 harvested samples) · 66 pointer-only (licence)
• Implementation of Deep Convolutional Neural Network in Multi-class Categorical Image Classification
  3 Jan 2018 · 0 repositories · arXiv:1801.01397
• Fixing Weight Decay Regularization in Adam
  1 Jan 2018 · 0 repositories
• Gradients explode - Deep Networks are shallow - ResNet explained
  1 Jan 2018 · 0 repositories
• Kronecker-factored Curvature Approximations for Recurrent Neural Networks
  1 Jan 2018 · 0 repositories
• Learning to Run with Actor-Critic Ensemble
  25 Dec 2017 · 2 repositories · arXiv:1712.08987
• Block-diagonal Hessian-free Optimization for Training Neural Networks
  20 Dec 2017 · 0 repositories · arXiv:1712.07296
• Improving Generalization Performance by Switching from Adam to SGD
  20 Dec 2017 · 6 repositories · arXiv:1712.07628
• Sockeye: A Toolkit for Neural Machine Translation
  15 Dec 2017 · 16 repositories · arXiv:1712.05690
• The exploding gradient problem demystified - definition, prevalence, impact, origin, tradeoffs, and solutions
  15 Dec 2017 · 0 repositories · arXiv:1712.05577
• SEE: Towards Semi-Supervised End-to-End Scene Text Recognition
  14 Dec 2017 · 2 repositories · arXiv:1712.05404
• SEE: Towards Semi-SupervisedEnd-to-End Scene Text Recognition
  14 Dec 2017 · 0 repositories
• Controllable Top-down Feature Transformer
  6 Dec 2017 · 0 repositories · arXiv:1712.02400
• Distance-based Self-Attention Network for Natural Language Inference
  6 Dec 2017 · 0 repositories · arXiv:1712.02047
• Noisy Natural Gradient as Variational Inference
  6 Dec 2017 · 2 repositories · arXiv:1712.02390
• BPGrad: Towards Global Optimality in Deep Learning via Branch and Pruning
  19 Nov 2017 · 0 repositories · arXiv:1711.06959