Methods › General › Regularization › Dropout › Papers, page 264

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 264 of 275: papers 26,301 to 26,400 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.

• PatentBERT: Patent Classification with Fine-Tuning a pre-trained BERT Model
  14 May 2019 · 1 repository · arXiv:1906.02124
• American Sign Language Alphabet Recognition using Deep Learning
  14 May 2019 · 0 repositories · arXiv:1905.05487
• BERT with History Answer Embedding for Conversational Question Answering
  14 May 2019 · 1 repository · arXiv:1905.05412
• Cognitive Graph for Multi-Hop Reading Comprehension at Scale
  14 May 2019 · 2 repositories · arXiv:1905.05460
  Syntology official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 2 violated, 2 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 1 pointer-only (licence)
• Deep Residual Output Layers for Neural Language Generation
  14 May 2019 · 1 repository · arXiv:1905.05513
• End to End Recognition System for Recognizing Offline Unconstrained Vietnamese Handwriting
  14 May 2019 · 0 repositories · arXiv:1905.05381
• How to Fine-Tune BERT for Text Classification?
  14 May 2019 · 15 repositories · arXiv:1905.05583
  Syntology official (archive's flag): 1 ran · 12 ran (of which 0 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) · 6 unverified (of 18 harvested samples) · 5 pointer-only (licence)
• Learning to Groove with Inverse Sequence Transformations
  14 May 2019 · 1 repository · arXiv:1905.06118
• Sense Vocabulary Compression through the Semantic Knowledge of WordNet for Neural Word Sense Disambiguation
  14 May 2019 · 2 repositories · arXiv:1905.05677
• VGG Fine-tuning for Cooking State Recognition
  13 May 2019 · 0 repositories · arXiv:1905.08606
• Almost Unsupervised Text to Speech and Automatic Speech Recognition
  13 May 2019 · 0 repositories · arXiv:1905.06791
• CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features
  13 May 2019 · 30 repositories · arXiv:1905.04899
  Syntology community repositories only · 17 ran (of which 6 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 6 where Syntology's instrument failed) · 7 unverified (of 24 harvested samples) · 5 pointer-only (licence)
• Synchronous Bidirectional Neural Machine Translation
  13 May 2019 · 2 repositories · arXiv:1905.04847
• Weakly-supervised Caricature Face Parsing through Domain Adaptation
  13 May 2019 · 1 repository · arXiv:1905.05091
• Densifying Assumed-sparse Tensors: Improving Memory Efficiency and MPI Collective Performance during Tensor Accumulation for Parallelized Training of Neural Machine Translation Models
  10 May 2019 · 0 repositories · arXiv:1905.04035
• Language Modeling with Deep Transformers
  10 May 2019 · 0 repositories · arXiv:1905.04226
• A logical-based corpus for cross-lingual evaluation
  10 May 2019 · 1 repository · arXiv:1905.05704
• AutoAssist: A Framework to Accelerate Training of Deep Neural Networks
  8 May 2019 · 1 repository · arXiv:1905.03381
  Syntology 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)
• FAQ Retrieval using Query-Question Similarity and BERT-Based Query-Answer Relevance
  8 May 2019 · 1 repository · arXiv:1905.02851
• Photometric Transformer Networks and Label Adjustment for Breast Density Prediction
  8 May 2019 · 0 repositories · arXiv:1905.02906
• RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation
  8 May 2019 · 2 repositories · arXiv:1905.03072
• Unified Language Model Pre-training for Natural Language Understanding and Generation
  8 May 2019 · 9 repositories · arXiv:1905.03197
• Taming Pretrained Transformers for Extreme Multi-label Text Classification
  7 May 2019 · 2 repositories · arXiv:1905.02331
  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)
• MASS: Masked Sequence to Sequence Pre-training for Language Generation
  7 May 2019 · 7 repositories · arXiv:1905.02450
• Uncertainty-Aware Data Aggregation for Deep Imitation Learning
  7 May 2019 · 0 repositories · arXiv:1905.02780
• Anonymized BERT: An Augmentation Approach to the Gendered Pronoun Resolution Challenge
  6 May 2019 · 1 repository · arXiv:1905.01780
• POG: Personalized Outfit Generation for Fashion Recommendation at Alibaba iFashion
  6 May 2019 · 1 repository · arXiv:1905.01866
• 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)
• Investigating the Successes and Failures of BERT for Passage Re-Ranking
  5 May 2019 · 0 repositories · arXiv:1905.01758
• SinReQ: Generalized Sinusoidal Regularization for Low-Bitwidth Deep Quantized Training
  4 May 2019 · 0 repositories · arXiv:1905.01416
• Directing DNNs Attention for Facial Attribution Classification using Gradient-weighted Class Activation Mapping
  2 May 2019 · 0 repositories · arXiv:1905.00593
• Aligning Artificial Neural Networks to the Brain yields Shallow Recurrent Architectures
  1 May 2019 · 0 repositories
• BNN+: Improved Binary Network Training
  1 May 2019 · 0 repositories
• Cutting Down Training Memory by Re-fowarding
  1 May 2019 · 0 repositories
• Deep Layers as Stochastic Solvers
  1 May 2019 · 0 repositories
• Detecting Out-Of-Distribution Samples Using Low-Order Deep Features Statistics
  1 May 2019 · 0 repositories
• Discourse Representation Structure Parsing with Recurrent Neural Networks and the Transformer Model
  1 May 2019 · 0 repositories
• Fast AutoAugment
  1 May 2019 · 11 repositories · arXiv:1905.00397
  Syntology official (archive's flag): 9 ran · 37 ran (of which 2 constructed an object rather than computing a result; 21 with no instrument failure: 0 honoured, 0 violated, 21 with no contract checked; 16 where Syntology's instrument failed) · 3 unverified (of 40 harvested samples) · 7 pointer-only (licence)
• Feed-forward Propagation in Probabilistic Neural Networks with Categorical and Max Layers
  1 May 2019 · 0 repositories
• Graph Transformer
  1 May 2019 · 0 repositories
• Jumpout: Improved Dropout for Deep Neural Networks with Rectified Linear Units
  1 May 2019 · 0 repositories
• Learning to Search Efficient DenseNet with Layer-wise Pruning
  1 May 2019 · 0 repositories
• Multi-Agent Dual Learning
  1 May 2019 · 0 repositories
• On the Statistical and Information Theoretical Characteristics of DNN Representations
  1 May 2019 · 0 repositories
• Robustness and Equivariance of Neural Networks
  1 May 2019 · 0 repositories
• Sufficient Conditions for Robustness to Adversarial Examples: a Theoretical and Empirical Study with Bayesian Neural Networks
  1 May 2019 · 0 repositories
• Total Style Transfer with a Single Feed-Forward Network
  1 May 2019 · 0 repositories
• Towards a better understanding of Vector Quantized Autoencoders
  1 May 2019 · 0 repositories
• Traditional and Heavy Tailed Self Regularization in Neural Network Models
  1 May 2019 · 0 repositories
• Transformer-XL: Language Modeling with Longer-Term Dependency
  1 May 2019 · 0 repositories
• What a difference a pixel makes: An empirical examination of features used by CNNs for categorisation
  1 May 2019 · 0 repositories
• ResNet Can Be Pruned 60x: Introducing Network Purification and Unused Path Removal (P-RM) after Weight Pruning
  30 Apr 2019 · 0 repositories · arXiv:1905.00136
• Very Deep Self-Attention Networks for End-to-End Speech Recognition
  30 Apr 2019 · 0 repositories · arXiv:1904.13377
• Neuromorphic Acceleration for Approximate Bayesian Inference on Neural Networks via Permanent Dropout
  29 Apr 2019 · 0 repositories · arXiv:1904.12904
• Unsupervised Data Augmentation for Consistency Training
  29 Apr 2019 · 20 repositories · arXiv:1904.12848
  Syntology official (archive's flag): 10 ran · 30 ran (of which 3 constructed an object rather than computing a result; 22 with no instrument failure: 0 honoured, 0 violated, 22 with no contract checked; 8 where Syntology's instrument failed) · 22 unverified (of 52 harvested samples) · 17 pointer-only (licence)
• Softmax Optimizations for Intel Xeon Processor-based Platforms
  28 Apr 2019 · 0 repositories · arXiv:1904.12380
• Neural source-filter waveform models for statistical parametric speech synthesis
  27 Apr 2019 · 0 repositories · arXiv:1904.12088
• On Exact Computation with an Infinitely Wide Neural Net
  26 Apr 2019 · 2 repositories · arXiv:1904.11955
• Transformers with convolutional context for ASR
  26 Apr 2019 · 4 repositories · arXiv:1904.11660
  Syntology 8 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Making Convolutional Networks Shift-Invariant Again
  25 Apr 2019 · 7 repositories · arXiv:1904.11486
  Syntology official: harvested, nothing 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) · 2 unverified (of 4 harvested samples) · 3 pointer-only (licence)
• Survey of Dropout Methods for Deep Neural Networks
  25 Apr 2019 · 0 repositories · arXiv:1904.13310
• Low-Memory Neural Network Training: A Technical Report
  24 Apr 2019 · 0 repositories · arXiv:1904.10631
• Prediction of Progression to Alzheimer's disease with Deep InfoMax
  24 Apr 2019 · 0 repositories · arXiv:1904.10931
• The VIA Annotation Software for Images, Audio and Video
  24 Apr 2019 · 1 repository · arXiv:1904.10699
• Generating Long Sequences with Sparse Transformers
  23 Apr 2019 · 7 repositories · arXiv:1904.10509
  Syntology community repositories only · 5 ran (of which 4 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) · 1 unverified (of 6 harvested samples)
• Lung Nodule Classification using Deep Local-Global Networks
  23 Apr 2019 · 1 repository · arXiv:1904.10126
• Attention Augmented Convolutional Networks
  22 Apr 2019 · 14 repositories · arXiv:1904.09925
  Syntology 3 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; 2 where Syntology's instrument failed) · 3 unverified (of 6 harvested samples) · 1 pointer-only (licence)
• Adaptive Matrix Completion for the Users and the Items in Tail
  22 Apr 2019 · 1 repository · arXiv:1904.11800
• Poly-encoders: Transformer Architectures and Pre-training Strategies for Fast and Accurate Multi-sentence Scoring
  22 Apr 2019 · 7 repositories · arXiv:1905.01969
• Adversarial Dropout for Recurrent Neural Networks
  22 Apr 2019 · 2 repositories · arXiv:1904.09816
• State Classification of Cooking Objects Using a VGG CNN
  21 Apr 2019 · 0 repositories · arXiv:1904.12613
• Dynamic Past and Future for Neural Machine Translation
  21 Apr 2019 · 1 repository · arXiv:1904.09646
• Model Compression with Multi-Task Knowledge Distillation for Web-scale Question Answering System
  21 Apr 2019 · 0 repositories · arXiv:1904.09636
• Repurposing Entailment for Multi-Hop Question Answering Tasks
  20 Apr 2019 · 4 repositories · arXiv:1904.09380
• Language Models with Transformers
  20 Apr 2019 · 1 repository · arXiv:1904.09408
  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)
• Mask-Predict: Parallel Decoding of Conditional Masked Language Models
  19 Apr 2019 · 2 repositories · arXiv:1904.09324
  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) · 2 pointer-only (licence)
• An Evaluation of Transfer Learning for Classifying Sales Engagement Emails at Large Scale
  19 Apr 2019 · 0 repositories · arXiv:1905.01971
• Beto, Bentz, Becas: The Surprising Cross-Lingual Effectiveness of BERT
  19 Apr 2019 · 2 repositories · arXiv:1904.09077
• ERNIE: Enhanced Representation through Knowledge Integration
  19 Apr 2019 · 19 repositories · arXiv:1904.09223
  Syntology community repositories only · 6 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; 0 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Unifying Question Answering, Text Classification, and Regression via Span Extraction
  19 Apr 2019 · 0 repositories · arXiv:1904.09286
• Signal2Image Modules in Deep Neural Networks for EEG Classification
  18 Apr 2019 · 1 repository · arXiv:1904.13216
• Point-less: More Abstractive Summarization with Pointer-Generator Networks
  18 Apr 2019 · 0 repositories · arXiv:1905.01975
• Real-Time Style Transfer With Strength Control
  18 Apr 2019 · 1 repository · arXiv:1904.08643
• Do Lateral Views Help Automated Chest X-ray Predictions?
  17 Apr 2019 · 1 repository · arXiv:1904.08534
• DocBERT: BERT for Document Classification
  17 Apr 2019 · 3 repositories · arXiv:1904.08398
  Syntology official (archive's flag): 6 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) · 3 unverified (of 14 harvested samples)
• Gaze Training by Modulated Dropout Improves Imitation Learning
  17 Apr 2019 · 0 repositories · arXiv:1904.08377
• Sparseout: Controlling Sparsity in Deep Networks
  17 Apr 2019 · 1 repository · arXiv:1904.08050
• An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression
  16 Apr 2019 · 0 repositories · arXiv:1904.08770
• Double Transfer Learning for Breast Cancer Histopathologic Image Classification
  16 Apr 2019 · 0 repositories · arXiv:1904.07834
• swTVM: Towards Optimized Tensor Code Generation for Deep Learning on Sunway Many-Core Processor
  16 Apr 2019 · 0 repositories · arXiv:1904.07404
• Understanding the Behaviors of BERT in Ranking
  16 Apr 2019 · 0 repositories · arXiv:1904.07531
• CEDR: Contextualized Embeddings for Document Ranking
  15 Apr 2019 · 7 repositories · arXiv:1904.07094
  Syntology official (archive's flag): 4 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) · 2 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Brain Tumor Segmentation on MRI with Missing Modalities
  15 Apr 2019 · 0 repositories · arXiv:1904.07290
• Improving Human Text Comprehension through Semi-Markov CRF-based Neural Section Title Generation
  15 Apr 2019 · 0 repositories · arXiv:1904.07142
• Personalized Re-ranking for Recommendation
  15 Apr 2019 · 1 repository · arXiv:1904.06813
• Pre-training of Context-aware Item Representation for Next Basket Recommendation
  14 Apr 2019 · 0 repositories · arXiv:1904.12604
• Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering
  14 Apr 2019 · 0 repositories · arXiv:1904.06652
• Rare Words: A Major Problem for Contextualized Embeddings And How to Fix it by Attentive Mimicking
  14 Apr 2019 · 2 repositories · arXiv:1904.06707
  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)
• Shakeout: A New Approach to Regularized Deep Neural Network Training
  13 Apr 2019 · 1 repository · arXiv:1904.06593
• Reliable Prediction Errors for Deep Neural Networks Using Test-Time Dropout
  12 Apr 2019 · 0 repositories · arXiv:1904.06330