Methods › General › Regularization › Dropout › Papers, page 257

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 257 of 275: papers 25,601 to 25,700 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.

• Application of Low-resource Machine Translation Techniques to Russian-Tatar Language Pair
  1 Oct 2019 · 0 repositories · arXiv:1910.00368
• Auto-Sizing the Transformer Network: Improving Speed, Efficiency, and Performance for Low-Resource Machine Translation
  1 Oct 2019 · 1 repository · arXiv:1910.06717
• BERT for Question Generation
  1 Oct 2019 · 0 repositories
• Dialogue Transformers
  1 Oct 2019 · 1 repository · arXiv:1910.00486
• DSConv: Efficient Convolution Operator
  1 Oct 2019 · 0 repositories
• Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study
  1 Oct 2019 · 0 repositories
• Entangled Transformer for Image Captioning
  1 Oct 2019 · 0 repositories
• Grammatical Error Correction in Low-Resource Scenarios
  1 Oct 2019 · 1 repository · arXiv:1910.00353
• Learning Rich Features at High-Speed for Single-Shot Object Detection
  1 Oct 2019 · 1 repository
• Prior Guided Dropout for Robust Visual Localization in Dynamic Environments
  1 Oct 2019 · 1 repository
• Better Document-Level Machine Translation with Bayes' Rule
  1 Oct 2019 · 0 repositories · arXiv:1910.00553
• RITnet: Real-time Semantic Segmentation of the Eye for Gaze Tracking
  1 Oct 2019 · 2 repositories · arXiv:1910.00694
• Second-Order Non-Local Attention Networks for Person Re-Identification
  1 Oct 2019 · 0 repositories
• Specializing Word Embeddings (for Parsing) by Information Bottleneck
  1 Oct 2019 · 1 repository · arXiv:1910.00163
• TMLab: Generative Enhanced Model (GEM) for adversarial attacks
  1 Oct 2019 · 0 repositories · arXiv:1910.00337
• Uncertainty-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference
  1 Oct 2019 · 0 repositories
• VAE-PGN based Abstractive Model in Multi-stage Architecture for Text Summarization
  1 Oct 2019 · 0 repositories
• End-to-End Resume Parsing and Finding Candidates for a Job Description using BERT
  30 Sep 2019 · 0 repositories · arXiv:1910.03089
• 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)
• Well-calibrated Model Uncertainty with Temperature Scaling for Dropout Variational Inference
  30 Sep 2019 · 1 repository · arXiv:1909.13550
  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)
• Fake news detection using Deep Learning
  29 Sep 2019 · 2 repositories · arXiv:1910.03496
• 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
• HateMonitors: Language Agnostic Abuse Detection in Social Media
  27 Sep 2019 · 1 repository · arXiv:1909.12642
• On the use of BERT for Neural Machine Translation
  27 Sep 2019 · 0 repositories · arXiv:1909.12744
• Reweighted Proximal Pruning for Large-Scale Language Representation
  27 Sep 2019 · 0 repositories · arXiv:1909.12486
• ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
  26 Sep 2019 · 48 repositories · arXiv:1909.11942
  Syntology official (archive's flag): 6 ran · 81 ran (of which 17 constructed an object rather than computing a result; 59 with no instrument failure: 4 honoured, 0 violated, 55 with no contract checked; 22 where Syntology's instrument failed) · 45 unverified (of 126 harvested samples) · 28 pointer-only (licence)
• Aspect and Opinion Term Extraction for Hotel Reviews using Transfer Learning and Auxiliary Labels
  26 Sep 2019 · 0 repositories · arXiv:1909.11879
• Balanced Binary Neural Networks with Gated Residual
  26 Sep 2019 · 1 repository · arXiv:1909.12117
• Biomedical relation extraction with pre-trained language representations and minimal task-specific architecture
  26 Sep 2019 · 0 repositories · arXiv:1909.12411
• Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks
  26 Sep 2019 · 0 repositories · arXiv:1909.11870
• Improving Pre-Trained Multilingual Models with Vocabulary Expansion
  26 Sep 2019 · 0 repositories · arXiv:1909.12440
• Monotonic Multihead Attention
  26 Sep 2019 · 3 repositories · arXiv:1909.12406
• Universal Graph Transformer Self-Attention Networks
  26 Sep 2019 · 1 repository · arXiv:1909.11855
  Syntology official (archive's flag): 4 ran · 4 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; 2 where Syntology's instrument failed) · 0 unverified (of 4 harvested samples)
• Accurate and Compact Convolutional Neural Networks with Trained Binarization
  25 Sep 2019 · 0 repositories · arXiv:1909.11366
• Attention Convolutional Binary Neural Tree for Fine-Grained Visual Categorization
  25 Sep 2019 · 2 repositories · arXiv:1909.11378
• Extremely Small BERT Models from Mixed-Vocabulary Training
  25 Sep 2019 · 0 repositories · arXiv:1909.11687
• Learning to Detect Opinion Snippet for Aspect-Based Sentiment Analysis
  25 Sep 2019 · 0 repositories · arXiv:1909.11297
• Mixout: Effective Regularization to Finetune Large-scale Pretrained Language Models
  25 Sep 2019 · 2 repositories · arXiv:1909.11299
• Multi-modal segmentation with missing MR sequences using pre-trained fusion networks
  25 Sep 2019 · 0 repositories · arXiv:1909.11464
• PyDEns: a Python Framework for Solving Differential Equations with Neural Networks
  25 Sep 2019 · 0 repositories · arXiv:1909.11544
• Reducing Transformer Depth on Demand with Structured Dropout
  25 Sep 2019 · 5 repositories · arXiv:1909.11556
• Speech Recognition with Augmented Synthesized Speech
  25 Sep 2019 · 0 repositories · arXiv:1909.11699
• Knowledge-Enriched Transformer for Emotion Detection in Textual Conversations
  24 Sep 2019 · 1 repository · arXiv:1909.10681
  Syntology official (archive's flag): 3 ran · 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)
• Matrix Sketching for Secure Collaborative Machine Learning
  24 Sep 2019 · 0 repositories · arXiv:1909.11201
• Pretraining boosts out-of-domain robustness for pose estimation
  24 Sep 2019 · 1 repository · arXiv:1909.11229
• Technical report on Conversational Question Answering
  24 Sep 2019 · 0 repositories · arXiv:1909.10772
• Efficiently Reusing Old Models Across Languages via Transfer Learning
  24 Sep 2019 · 0 repositories · arXiv:1909.10955
• Understanding Semantics from Speech Through Pre-training
  24 Sep 2019 · 0 repositories · arXiv:1909.10924
• Unified Vision-Language Pre-Training for Image Captioning and VQA
  24 Sep 2019 · 3 repositories · arXiv:1909.11059
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 1 honoured, 0 violated, 7 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 14 pointer-only (licence)
• Deep Convolutions for In-Depth Automated Rock Typing
  23 Sep 2019 · 0 repositories · arXiv:1909.10227
• TinyBERT: Distilling BERT for Natural Language Understanding
  23 Sep 2019 · 10 repositories · arXiv:1909.10351
  Syntology official: harvested, nothing ran · 0 ran · 4 unverified (of 4 harvested samples) · 4 pointer-only (licence)
• Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings
  23 Sep 2019 · 1 repository · arXiv:1909.10430
• A-LINK: Recognizing Disguised Faces via Active Learning based Inter-Domain Knowledge
  23 Sep 2019 · 1 repository
• Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
  23 Sep 2019 · 1 repository
• Portuguese Named Entity Recognition using BERT-CRF
  23 Sep 2019 · 1 repository · arXiv:1909.10649
  Syntology official (archive's flag): 3 ran · 3 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; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Self-attention based end-to-end Hindi-English Neural Machine Translation
  21 Sep 2019 · 0 repositories · arXiv:1909.09779
• Adversarial Learning of General Transformations for Data Augmentation
  21 Sep 2019 · 0 repositories · arXiv:1909.09801
• ASNI: Adaptive Structured Noise Injection for shallow and deep neural networks
  21 Sep 2019 · 1 repository · arXiv:1909.09819
• BERT Meets Chinese Word Segmentation
  20 Sep 2019 · 0 repositories · arXiv:1909.09292
• Characterizing Sources of Uncertainty to Proxy Calibration and Disambiguate Annotator and Data Bias
  20 Sep 2019 · 1 repository · arXiv:1909.09285
• AllenNLP Interpret: A Framework for Explaining Predictions of NLP Models
  19 Sep 2019 · 1 repository · arXiv:1909.09251
• How Additional Knowledge can Improve Natural Language Commonsense Question Answering?
  19 Sep 2019 · 0 repositories · arXiv:1909.08855
• Improved Variational Neural Machine Translation by Promoting Mutual Information
  19 Sep 2019 · 0 repositories · arXiv:1909.09237
• Summary Level Training of Sentence Rewriting for Abstractive Summarization
  19 Sep 2019 · 0 repositories · arXiv:1909.08752
• Toward Robust Image Classification
  19 Sep 2019 · 0 repositories · arXiv:1909.12927
• Transfer Learning using CNN for Handwritten Devanagari Character Recognition
  19 Sep 2019 · 0 repositories · arXiv:1909.08774
• A continual learning survey: Defying forgetting in classification tasks
  18 Sep 2019 · 1 repository · arXiv:1909.08383
  Syntology 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Enriching BERT with Knowledge Graph Embeddings for Document Classification
  18 Sep 2019 · 1 repository · arXiv:1909.08402
• Extremely Weak Supervised Image-to-Image Translation for Semantic Segmentation
  18 Sep 2019 · 1 repository · arXiv:1909.08542
• Improving Natural Language Inference with a Pretrained Parser
  18 Sep 2019 · 1 repository · arXiv:1909.08217
• Language models and Automated Essay Scoring
  18 Sep 2019 · 1 repository · arXiv:1909.09482
• Using BERT for Word Sense Disambiguation
  18 Sep 2019 · 0 repositories · arXiv:1909.08358
• Do NLP Models Know Numbers? Probing Numeracy in Embeddings
  17 Sep 2019 · 1 repository · arXiv:1909.07940
• SUPP.AI: Finding Evidence for Supplement-Drug Interactions
  17 Sep 2019 · 1 repository · arXiv:1909.08135
• K-BERT: Enabling Language Representation with Knowledge Graph
  17 Sep 2019 · 2 repositories · arXiv:1909.07606
• Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
  17 Sep 2019 · 10 repositories · arXiv:1909.08053
  Syntology community repositories only · 12 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 4 honoured, 0 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 35 unverified (of 47 harvested samples) · 15 pointer-only (licence)
• Simple yet Effective Bridge Reasoning for Open-Domain Multi-Hop Question Answering
  17 Sep 2019 · 0 repositories · arXiv:1909.07597
• Span-based Joint Entity and Relation Extraction with Transformer Pre-training
  17 Sep 2019 · 3 repositories · arXiv:1909.07755
• A Self-Attentional Neural Architecture for Code Completion with Multi-Task Learning
  16 Sep 2019 · 0 repositories · arXiv:1909.06983
• Acoustic scene analysis with multi-head attention networks
  16 Sep 2019 · 1 repository · arXiv:1909.08961
• Hybrid Neural Models For Sequence Modelling: The Best Of Three Worlds
  16 Sep 2019 · 0 repositories · arXiv:1909.07102
• Multilingual Neural Machine Translation for Zero-Resource Languages
  16 Sep 2019 · 1 repository · arXiv:1909.07342
• Prediction Uncertainty Estimation for Hate Speech Classification
  16 Sep 2019 · 0 repositories · arXiv:1909.07158
• Probing Natural Language Inference Models through Semantic Fragments
  16 Sep 2019 · 3 repositories · arXiv:1909.07521
• Automatically Extracting Challenge Sets for Non local Phenomena in Neural Machine Translation
  15 Sep 2019 · 1 repository · arXiv:1909.06814
• Cross-Lingual BERT Transformation for Zero-Shot Dependency Parsing
  15 Sep 2019 · 1 repository · arXiv:1909.06775
• I-MAD: Interpretable Malware Detector Using Galaxy Transformer
  15 Sep 2019 · 0 repositories · arXiv:1909.06865
• Benchmarking the Performance and Energy Efficiency of AI Accelerators for AI Training
  15 Sep 2019 · 0 repositories · arXiv:1909.06842
• Efficiency Metrics for Data-Driven Models: A Text Summarization Case Study
  14 Sep 2019 · 0 repositories · arXiv:1909.06618
• Ouroboros: On Accelerating Training of Transformer-Based Language Models
  14 Sep 2019 · 1 repository · arXiv:1909.06695
• Street Crossing Aid Using Light-weight CNNs for the Visually Impaired
  14 Sep 2019 · 1 repository · arXiv:1909.09598
• Tree Transformer: Integrating Tree Structures into Self-Attention
  14 Sep 2019 · 3 repositories · arXiv:1909.06639
  Syntology community repositories only · 9 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; 2 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 2 pointer-only (licence)
• A Comparative Study on Transformer vs RNN in Speech Applications
  13 Sep 2019 · 2 repositories · arXiv:1909.06317
• Addressing Semantic Drift in Question Generation for Semi-Supervised Question Answering
  13 Sep 2019 · 2 repositories · arXiv:1909.06356
  Syntology official (archive's flag): 13 ran · 13 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 1 violated, 8 with no contract checked; 2 where Syntology's instrument failed) · 6 unverified (of 19 harvested samples) · 1 pointer-only (licence)
• Brain-Like Object Recognition with High-Performing Shallow Recurrent ANNs
  13 Sep 2019 · 2 repositories · arXiv:1909.06161
  Syntology official (archive's flag): 3 ran · 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)
• DASNet: Dynamic Activation Sparsity for Neural Network Efficiency Improvement
  13 Sep 2019 · 0 repositories · arXiv:1909.06964
• Defending Against Adversarial Attacks by Suppressing the Largest Eigenvalue of Fisher Information Matrix
  13 Sep 2019 · 0 repositories · arXiv:1909.06137
• Neural Machine Translation with 4-Bit Precision and Beyond
  13 Sep 2019 · 0 repositories · arXiv:1909.06091
• SANVis: Visual Analytics for Understanding Self-Attention Networks
  13 Sep 2019 · 0 repositories · arXiv:1909.09595