Methods › General › Regularization › Dropout › Papers, page 271
Dropout
Papers archive 2025-07-28
archive papers tagged: 27,472 · with a code link: 12,129 · where Syntology ran a sample: 3,620 (3,044 with a run with no instrument failure, 576 where every run was a failure of Syntology's instrument) Syntology
Show: all tagged papersonly where code ran (3,620 of 27,472 tagged: 3,044 with a run with no instrument failure, 576 where every run was a failure of Syntology's instrument)
Page 271 of 275: papers 27,001 to 27,100 of 27,472, 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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ShakeDrop Regularization for Deep Residual Learning 7 Feb 2018 · 5 repositories · arXiv:1802.02375Syntology official: no sample here; runs from other or unrecorded repositories · 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)
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Mixed Link Networks 6 Feb 2018 · 1 repository · arXiv:1802.01808
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Regularized Evolution for Image Classifier Architecture Search 5 Feb 2018 · 5 repositories · arXiv:1802.01548
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Mixed Precision Training of Convolutional Neural Networks using Integer Operations 3 Feb 2018 · 0 repositories · arXiv:1802.00930
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A Convolutional Neural Network Smartphone App for Real-Time Voice Activity Detection 1 Feb 2018 · 1 repository
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Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach 31 Jan 2018 · 1 repository · arXiv:1801.10578
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Cardiac Arrhythmia Detection from ECG Combining Convolutional and Long Short-Term Memory Networks 30 Jan 2018 · 0 repositories · arXiv:1801.10033
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Hierarchical Spatial Transformer Network 29 Jan 2018 · 0 repositories · arXiv:1801.09467
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Learning Combinations of Activation Functions 29 Jan 2018 · 0 repositories · arXiv:1801.09403
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Flexible Deep Neural Network Processing 23 Jan 2018 · 0 repositories · arXiv:1801.07353
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Stacked Filters Stationary Flow For Hardware-Oriented Acceleration Of Deep Convolutional Neural Networks 23 Jan 2018 · 1 repository · arXiv:1801.07459
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Universal Language Model Fine-tuning for Text Classification 18 Jan 2018 · 66 repositories · arXiv:1801.06146Syntology 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)
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StressedNets: Efficient Feature Representations via Stress-induced Evolutionary Synthesis of Deep Neural Networks 16 Jan 2018 · 0 repositories · arXiv:1801.05387
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Understanding the Disharmony between Dropout and Batch Normalization by Variance Shift 16 Jan 2018 · 5 repositories · arXiv:1801.05134
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MobileNetV2: Inverted Residuals and Linear Bottlenecks 13 Jan 2018 · 159 repositories · arXiv:1801.04381Syntology 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)
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The Unreasonable Effectiveness of Deep Features as a Perceptual Metric 11 Jan 2018 · 24 repositories · arXiv:1801.03924Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
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Data Augmentation by Pairing Samples for Images Classification 9 Jan 2018 · 0 repositories · arXiv:1801.02929
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Identity-preserving Face Recovery from Portraits 8 Jan 2018 · 0 repositories · arXiv:1801.02279
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Improving utility of brain tumor confocal laser endomicroscopy: objective value assessment and diagnostic frame detection with convolutional neural networks 6 Jan 2018 · 0 repositories · arXiv:1801.02101
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A Scalable Laplace Approximation for Neural Networks 1 Jan 2018 · 1 repository
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A Tensor Analysis on Dense Connectivity via Convolutional Arithmetic Circuits 1 Jan 2018 · 0 repositories
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Adaptive Dropout with Rademacher Complexity Regularization 1 Jan 2018 · 0 repositories
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Better Generalization by Efficient Trust Region Method 1 Jan 2018 · 0 repositories
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DNN Representations as Codewords: Manipulating Statistical Properties via Penalty Regularization 1 Jan 2018 · 0 repositories
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DropMax: Adaptive Stochastic Softmax 1 Jan 2018 · 0 repositories
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Enhancing Batch Normalized Convolutional Networks using Displaced Rectifier Linear Units: A Systematic Comparative Study 1 Jan 2018 · 0 repositories
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From Information Bottleneck To Activation Norm Penalty 1 Jan 2018 · 0 repositories
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Large Batch Training of Convolutional Networks with Layer-wise Adaptive Rate Scaling 1 Jan 2018 · 0 repositories
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Lung Tumor Location and Identification with AlexNet and a Custom CNN 1 Jan 2018 · 0 repositories
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On the Generalization Effects of DenseNet Model Structures 1 Jan 2018 · 0 repositories
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Online Hyper-Parameter Optimization 1 Jan 2018 · 0 repositories
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ShakeDrop regularization 1 Jan 2018 · 0 repositories
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Sparse-Complementary Convolution for Efficient Model Utilization on CNNs 1 Jan 2018 · 0 repositories
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Tensor Contraction & Regression Networks 1 Jan 2018 · 0 repositories
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The loss surface and expressivity of deep convolutional neural networks 1 Jan 2018 · 0 repositories
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Training Deep AutoEncoders for Recommender Systems 1 Jan 2018 · 0 repositories
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Variational Network Quantization 1 Jan 2018 · 0 repositories
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Viterbi-based Pruning for Sparse Matrix with Fixed and High Index Compression Ratio 1 Jan 2018 · 0 repositories
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Handwritten Bangla Character Recognition Using The State-of-Art Deep Convolutional Neural Networks 28 Dec 2017 · 1 repository · arXiv:1712.09872
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Improved Inception-Residual Convolutional Neural Network for Object Recognition 28 Dec 2017 · 0 repositories · arXiv:1712.09888
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Tensor Regression Networks with various Low-Rank Tensor Approximations 27 Dec 2017 · 2 repositories · arXiv:1712.09520
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Large-Scale 3D Scene Classification With Multi-View Volumetric CNN 26 Dec 2017 · 0 repositories · arXiv:1712.09216
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Beyond saliency: understanding convolutional neural networks from saliency prediction on layer-wise relevance propagation 22 Dec 2017 · 2 repositories · arXiv:1712.08268
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DropMax: Adaptive Variational Softmax 21 Dec 2017 · 4 repositories · arXiv:1712.07834
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Improving Generalization Performance by Switching from Adam to SGD 20 Dec 2017 · 6 repositories · arXiv:1712.07628
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Learning a Wavelet-like Auto-Encoder to Accelerate Deep Neural Networks 20 Dec 2017 · 2 repositories · arXiv:1712.07493
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Hyperparameters Optimization in Deep Convolutional Neural Network / Bayesian Approach with Gaussian Process Prior 19 Dec 2017 · 0 repositories · arXiv:1712.07233
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Improved Regularization Techniques for End-to-End Speech Recognition 19 Dec 2017 · 0 repositories · arXiv:1712.07108
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Natural TTS Synthesis by Conditioning WaveNet on Mel Spectrogram Predictions 16 Dec 2017 · 33 repositories · arXiv:1712.05884Syntology 7 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 5 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 2 pointer-only (licence)
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Sockeye: A Toolkit for Neural Machine Translation 15 Dec 2017 · 16 repositories · arXiv:1712.05690
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SEE: Towards Semi-Supervised End-to-End Scene Text Recognition 14 Dec 2017 · 2 repositories · arXiv:1712.05404
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SEE: Towards Semi-SupervisedEnd-to-End Scene Text Recognition 14 Dec 2017 · 0 repositories
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Gradient Normalization & Depth Based Decay For Deep Learning 10 Dec 2017 · 0 repositories · arXiv:1712.03607
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Deep Koalarization: Image Colorization using CNNs and Inception-ResNet-v2 9 Dec 2017 · 16 repositories · arXiv:1712.03400
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AdaBatch: Adaptive Batch Sizes for Training Deep Neural Networks 6 Dec 2017 · 1 repository · arXiv:1712.02029
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Bayesian Policy Gradients via Alpha Divergence Dropout Inference 6 Dec 2017 · 1 repository · arXiv:1712.02037
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Controllable Top-down Feature Transformer 6 Dec 2017 · 0 repositories · arXiv:1712.02400
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Distance-based Self-Attention Network for Natural Language Inference 6 Dec 2017 · 0 repositories · arXiv:1712.02047
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ObamaNet: Photo-realistic lip-sync from text 6 Dec 2017 · 1 repository · arXiv:1801.01442
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Empirically Analyzing the Effect of Dataset Biases on Deep Face Recognition Systems 5 Dec 2017 · 2 repositories · arXiv:1712.01619
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Towards Practical Verification of Machine Learning: The Case of Computer Vision Systems 5 Dec 2017 · 0 repositories · arXiv:1712.01785
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Data Dropout in Arbitrary Basis for Deep Network Regularization 4 Dec 2017 · 0 repositories · arXiv:1712.00891
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Natural Langevin Dynamics for Neural Networks 4 Dec 2017 · 1 repository · arXiv:1712.01076
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Automatic Recognition of Coal and Gangue based on Convolution Neural Network 3 Dec 2017 · 0 repositories · arXiv:1712.00720
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Cascade R-CNN: Delving into High Quality Object Detection 3 Dec 2017 · 8 repositories · arXiv:1712.00726Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 2 pointer-only (licence)
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Towards Robust Neural Networks via Random Self-ensemble 2 Dec 2017 · 0 repositories · arXiv:1712.00673
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Differentially Private Dropout 30 Nov 2017 · 0 repositories · arXiv:1712.01665
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Differentially Private Variational Dropout 30 Nov 2017 · 0 repositories · arXiv:1712.02629
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High-Resolution Image Synthesis and Semantic Manipulation with Conditional GANs 30 Nov 2017 · 21 repositories · arXiv:1711.11585Syntology official: no sample here; runs from other or unrecorded repositories · 4 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; 2 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples) · 3 pointer-only (licence)
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Deep Learning for identifying radiogenomic associations in breast cancer 29 Nov 2017 · 0 repositories · arXiv:1711.11097
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Gaussian Process Neurons Learn Stochastic Activation Functions 29 Nov 2017 · 0 repositories · arXiv:1711.11059
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Deep learning analysis of breast MRIs for prediction of occult invasive disease in ductal carcinoma in situ 28 Nov 2017 · 0 repositories · arXiv:1711.10577
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Cost-Effective Active Learning for Melanoma Segmentation 24 Nov 2017 · 2 repositories · arXiv:1711.09168
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Feature Selective Networks for Object Detection 24 Nov 2017 · 0 repositories · arXiv:1711.08879
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Deep Expander Networks: Efficient Deep Networks from Graph Theory 23 Nov 2017 · 2 repositories · arXiv:1711.08757
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Regularization of Deep Neural Networks with Spectral Dropout 23 Nov 2017 · 0 repositories · arXiv:1711.08591
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Receptive Field Block Net for Accurate and Fast Object Detection 21 Nov 2017 · 7 repositories · arXiv:1711.07767Syntology official: no sample here; runs from other or unrecorded repositories · 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) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
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SquishedNets: Squishing SqueezeNet further for edge device scenarios via deep evolutionary synthesis 20 Nov 2017 · 0 repositories · arXiv:1711.07459
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Single-Shot Refinement Neural Network for Object Detection 18 Nov 2017 · 16 repositories · arXiv:1711.06897
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Improved Bayesian Compression 17 Nov 2017 · 0 repositories · arXiv:1711.06494
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Poverty Mapping Using Convolutional Neural Networks Trained on High and Medium Resolution Satellite Images, With an Application in Mexico 16 Nov 2017 · 0 repositories · arXiv:1711.06323
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Emotional End-to-End Neural Speech Synthesizer 15 Nov 2017 · 1 repository · arXiv:1711.05447
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AOGNets: Compositional Grammatical Architectures for Deep Learning 15 Nov 2017 · 4 repositories · arXiv:1711.05847Syntology official: harvested, nothing 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) · 5 unverified (of 8 harvested samples) · 1 pointer-only (licence)
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CheXNet: Radiologist-Level Pneumonia Detection on Chest X-Rays with Deep Learning 14 Nov 2017 · 47 repositories · arXiv:1711.05225Syntology 29 ran (of which 0 constructed an object rather than computing a result; 24 with no instrument failure: 1 honoured, 1 violated, 22 with no contract checked; 5 where Syntology's instrument failed) · 8 unverified (of 37 harvested samples) · 13 pointer-only (licence)
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Alpha-Divergences in Variational Dropout 12 Nov 2017 · 0 repositories · arXiv:1711.04345
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Breaking the Softmax Bottleneck: A High-Rank RNN Language Model 10 Nov 2017 · 9 repositories · arXiv:1711.03953Syntology official (archive's flag): 2 ran · 12 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; 1 where Syntology's instrument failed) · 11 unverified (of 23 harvested samples) · 1 pointer-only (licence)
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Deep Within-Class Covariance Analysis for Robust Audio Representation Learning 10 Nov 2017 · 0 repositories · arXiv:1711.04022
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Analysis of Dropout in Online Learning 9 Nov 2017 · 0 repositories · arXiv:1711.03343
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Data Fusion and Machine Learning Integration for Transformer Loss of Life Estimation 8 Nov 2017 · 0 repositories · arXiv:1711.03398
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Multi-label Image Recognition by Recurrently Discovering Attentional Regions 8 Nov 2017 · 0 repositories · arXiv:1711.02816
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Interpreting Convolutional Neural Networks Through Compression 7 Nov 2017 · 0 repositories · arXiv:1711.02329
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Non-Autoregressive Neural Machine Translation 7 Nov 2017 · 2 repositories · arXiv:1711.02281Syntology official (archive's flag): 1 ran · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
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Flexpoint: An Adaptive Numerical Format for Efficient Training of Deep Neural Networks 6 Nov 2017 · 0 repositories · arXiv:1711.02213
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NeST: A Neural Network Synthesis Tool Based on a Grow-and-Prune Paradigm 6 Nov 2017 · 0 repositories · arXiv:1711.02017
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Weighted Transformer Network for Machine Translation 6 Nov 2017 · 5 repositories · arXiv:1711.02132Syntology 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
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Adversarial Dropout Regularization 5 Nov 2017 · 0 repositories · arXiv:1711.01575
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Fine-tuning CNN Image Retrieval with No Human Annotation 3 Nov 2017 · 14 repositories · arXiv:1711.02512Syntology official (archive's flag): 7 ran · 17 ran (of which 0 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 0 violated, 15 with no contract checked; 1 where Syntology's instrument failed) · 7 unverified (of 24 harvested samples) · 5 pointer-only (licence)
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Efficient Inferencing of Compressed Deep Neural Networks 1 Nov 2017 · 0 repositories · arXiv:1711.00244
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Towards Effective Low-bitwidth Convolutional Neural Networks 1 Nov 2017 · 2 repositories · arXiv:1711.00205
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Uncovering Latent Style Factors for Expressive Speech Synthesis 1 Nov 2017 · 0 repositories · arXiv:1711.00520