Methods › General › Regularization › Dropout › Papers, page 263

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 263 of 275: papers 26,201 to 26,300 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.

• DOMLIN at SemEval-2019 Task 8: Automated Fact Checking exploiting Ratings in Community Question Answering Forums
  1 Jun 2019 · 0 repositories
• DS at SemEval-2019 Task 9: From Suggestion Mining with neural networks to adversarial cross-domain classification
  1 Jun 2019 · 0 repositories
• Embeddia at SemEval-2019 Task 6: Detecting Hate with Neural Network and Transfer Learning Approaches
  1 Jun 2019 · 1 repository
• Enhanced Pix2pix Dehazing Network
  1 Jun 2019 · 1 repository
• Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection
  1 Jun 2019 · 0 repositories
• HLT@SUDA at SemEval-2019 Task 1: UCCA Graph Parsing as Constituent Tree Parsing
  1 Jun 2019 · 0 repositories
• How Well Do Embedding Models Capture Non-compositionality? A View from Multiword Expressions
  1 Jun 2019 · 0 repositories
• Improving Cuneiform Language Identification with BERT
  1 Jun 2019 · 0 repositories
• KDEHatEval at SemEval-2019 Task 5: A Neural Network Model for Detecting Hate Speech in Twitter
  1 Jun 2019 · 0 repositories
• LAF-Net: Locally Adaptive Fusion Networks for Stereo Confidence Estimation
  1 Jun 2019 · 1 repository
• Learning RoI Transformer for Oriented Object Detection in Aerial Images
  1 Jun 2019 · 2 repositories
• LTL-UDE at SemEval-2019 Task 6: BERT and Two-Vote Classification for Categorizing Offensiveness
  1 Jun 2019 · 0 repositories
• MITRE at SemEval-2019 Task 5: Transfer Learning for Multilingual Hate Speech Detection
  1 Jun 2019 · 0 repositories
• Multi-Task Self-Supervised Object Detection via Recycling of Bounding Box Annotations
  1 Jun 2019 · 0 repositories
• Neural Machine Translation between Myanmar (Burmese) and Rakhine (Arakanese)
  1 Jun 2019 · 0 repositories
• NL-FIIT at SemEval-2019 Task 3: Emotion Detection From Conversational Triplets Using Hierarchical Encoders
  1 Jun 2019 · 0 repositories
• NULI at SemEval-2019 Task 6: Transfer Learning for Offensive Language Detection using Bidirectional Transformers
  1 Jun 2019 · 0 repositories
• Opinion Mining with Deep Contextualized Embeddings
  1 Jun 2019 · 0 repositories
• Propagation Mechanism for Deep and Wide Neural Networks
  1 Jun 2019 · 0 repositories
• Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment
  1 Jun 2019 · 0 repositories
• Stance Classification, Outcome Prediction, and Impact Assessment: NLP Tasks for Studying Group Decision-Making
  1 Jun 2019 · 0 repositories
• Team Howard Beale at SemEval-2019 Task 4: Hyperpartisan News Detection with BERT
  1 Jun 2019 · 0 repositories
• Team Jack Ryder at SemEval-2019 Task 4: Using BERT Representations for Detecting Hyperpartisan News
  1 Jun 2019 · 0 repositories
• Team yeon-zi at SemEval-2019 Task 4: Hyperpartisan News Detection by De-noising Weakly-labeled Data
  1 Jun 2019 · 1 repository
• The Sally Smedley Hyperpartisan News Detector at SemEval-2019 Task 4
  1 Jun 2019 · 0 repositories
• Using Contextual Representations for Suicide Risk Assessment from Internet Forums
  1 Jun 2019 · 0 repositories
• ZQM at SemEval-2019 Task9: A Single Layer CNN Based on Pre-trained Model for Suggestion Mining
  1 Jun 2019 · 0 repositories
• Attention Is (not) All You Need for Commonsense Reasoning
  31 May 2019 · 2 repositories · arXiv:1905.13497
• Learning Sparse Networks Using Targeted Dropout
  31 May 2019 · 2 repositories · arXiv:1905.13678
  Syntology 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)
• MultiQA: An Empirical Investigation of Generalization and Transfer in Reading Comprehension
  31 May 2019 · 1 repository · arXiv:1905.13453
  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: 1 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Reverse KL-Divergence Training of Prior Networks: Improved Uncertainty and Adversarial Robustness
  31 May 2019 · 1 repository · arXiv:1905.13472
• Sequence Modeling of Temporal Credit Assignment for Episodic Reinforcement Learning
  31 May 2019 · 1 repository · arXiv:1905.13420
  Syntology 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)
• Audio Caption in a Car Setting with a Sentence-Level Loss
  31 May 2019 · 1 repository · arXiv:1905.13448
• A Simple but Effective Method to Incorporate Multi-turn Context with BERT for Conversational Machine Comprehension
  30 May 2019 · 0 repositories · arXiv:1905.12848
• DeepShift: Towards Multiplication-Less Neural Networks
  30 May 2019 · 1 repository · arXiv:1905.13298
• Hierarchical Transformers for Multi-Document Summarization
  30 May 2019 · 1 repository · arXiv:1905.13164
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 0 honoured, 1 violated, 4 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• Unbabel's Submission to the WMT2019 APE Shared Task: BERT-based Encoder-Decoder for Automatic Post-Editing
  30 May 2019 · 0 repositories · arXiv:1905.13068
• A Generalized Framework of Sequence Generation with Application to Undirected Sequence Models
  29 May 2019 · 1 repository · arXiv:1905.12790
  Syntology official (archive's flag): 2 ran · 3 ran (of which 2 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) · 0 unverified (of 3 harvested samples) · 1 pointer-only (licence)
• Coherent Semantic Attention for Image Inpainting
  29 May 2019 · 3 repositories · arXiv:1905.12384
• Path-Augmented Graph Transformer Network
  29 May 2019 · 2 repositories · arXiv:1905.12712
  Syntology official (archive's flag): 6 ran · 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)
• Towards better substitution-based word sense induction
  29 May 2019 · 2 repositories · arXiv:1905.12598
• 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)
• Interpreting and improving natural-language processing (in machines) with natural language-processing (in the brain)
  28 May 2019 · 1 repository · arXiv:1905.11833
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• OICSR: Out-In-Channel Sparsity Regularization for Compact Deep Neural Networks
  28 May 2019 · 1 repository · arXiv:1905.11664
• On Dropout and Nuclear Norm Regularization
  28 May 2019 · 1 repository · arXiv:1905.11887
• Combating Adversarial Misspellings with Robust Word Recognition
  27 May 2019 · 3 repositories · arXiv:1905.11268
• Compositional pre-training for neural semantic parsing
  27 May 2019 · 0 repositories · arXiv:1905.11531
• Levenshtein Transformer
  27 May 2019 · 3 repositories · arXiv:1905.11006
• On approximating dropout noise injection
  27 May 2019 · 0 repositories · arXiv:1905.11320
• SpecNet: Spectral Domain Convolutional Neural Network
  27 May 2019 · 0 repositories · arXiv:1905.10915
• Hashing based Answer Selection
  26 May 2019 · 0 repositories · arXiv:1905.10718
• Are Sixteen Heads Really Better than One?
  25 May 2019 · 4 repositories · arXiv:1905.10650
• Locality-Promoting Representation Learning
  25 May 2019 · 0 repositories · arXiv:1905.10661
• Stochastic Shared Embeddings: Data-driven Regularization of Embedding Layers
  25 May 2019 · 3 repositories · arXiv:1905.10630
• A Call for Prudent Choice of Subword Merge Operations in Neural Machine Translation
  24 May 2019 · 0 repositories · arXiv:1905.10453
• Additive Noise Annealing and Approximation Properties of Quantized Neural Networks
  24 May 2019 · 1 repository · arXiv:1905.10452
• BoolQ: Exploring the Surprising Difficulty of Natural Yes/No Questions
  24 May 2019 · 1 repository · arXiv:1905.10044
• Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark
  24 May 2019 · 0 repositories · arXiv:1905.10425
• Light-Weight RetinaNet for Object Detection
  24 May 2019 · 1 repository · arXiv:1905.10011
• Magnetoresistive RAM for error resilient XNOR-Nets
  24 May 2019 · 0 repositories · arXiv:1905.10927
• SCRAM: Spatially Coherent Randomized Attention Maps
  24 May 2019 · 0 repositories · arXiv:1905.10308
• Structured Compression by Weight Encryption for Unstructured Pruning and Quantization
  24 May 2019 · 0 repositories · arXiv:1905.10138
• Analyzing Multi-Head Self-Attention: Specialized Heads Do the Heavy Lifting, the Rest Can Be Pruned
  23 May 2019 · 1 repository · arXiv:1905.09418
• Ensemble Model Patching: A Parameter-Efficient Variational Bayesian Neural Network
  23 May 2019 · 0 repositories · arXiv:1905.09453
• Leveraging Uncertainty in Deep Learning for Selective Classification
  23 May 2019 · 0 repositories · arXiv:1905.09509
• Multi-Sample Dropout for Accelerated Training and Better Generalization
  23 May 2019 · 6 repositories · arXiv:1905.09788
  Syntology 7 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; 1 where Syntology's instrument failed) · 0 unverified (of 7 harvested samples) · 1 pointer-only (licence)
• Data-Efficient Image Recognition with Contrastive Predictive Coding
  22 May 2019 · 4 repositories · arXiv:1905.09272
  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) · 2 pointer-only (licence)
• Deeper Text Understanding for IR with Contextual Neural Language Modeling
  22 May 2019 · 1 repository · arXiv:1905.09217
  Syntology official (archive's flag): 3 ran · 3 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; 2 where Syntology's instrument failed) · 4 unverified (of 7 harvested samples) · 2 pointer-only (licence)
• FastSpeech: Fast, Robust and Controllable Text to Speech
  22 May 2019 · 22 repositories · arXiv:1905.09263
  Syntology 10 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; 3 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
• FastSpeech: Fast,Robustand Controllable Text-to-Speech
  22 May 2019 · 11 repositories
• A Seq-to-Seq Transformer Premised Temporal Convolutional Network for Chinese Word Segmentation
  21 May 2019 · 0 repositories · arXiv:1905.08454
• Domain adaptation for part-of-speech tagging of noisy user-generated text
  21 May 2019 · 0 repositories · arXiv:1905.08920
• Generating Logical Forms from Graph Representations of Text and Entities
  21 May 2019 · 0 repositories · arXiv:1905.08407
• Lightweight Network Architecture for Real-Time Action Recognition
  21 May 2019 · 1 repository · arXiv:1905.08711
• Look Again at the Syntax: Relational Graph Convolutional Network for Gendered Ambiguous Pronoun Resolution
  21 May 2019 · 1 repository · arXiv:1905.08868
• Non-Autoregressive Neural Text-to-Speech
  21 May 2019 · 2 repositories · arXiv:1905.08459
  Syntology 6 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; 2 where Syntology's instrument failed) · 1 unverified (of 7 harvested samples)
• Sample Efficient Text Summarization Using a Single Pre-Trained Transformer
  21 May 2019 · 2 repositories · arXiv:1905.08836
• DARC: Differentiable ARchitecture Compression
  20 May 2019 · 0 repositories · arXiv:1905.08170
• Enriching Pre-trained Language Model with Entity Information for Relation Classification
  20 May 2019 · 6 repositories · arXiv:1905.08284
  Syntology 7 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; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples)
• Multimodal Transformer with Multi-View Visual Representation for Image Captioning
  20 May 2019 · 0 repositories · arXiv:1905.07841
• Adaptive Attention Span in Transformers
  19 May 2019 · 8 repositories · arXiv:1905.07799
• HellaSwag: Can a Machine Really Finish Your Sentence?
  19 May 2019 · 2 repositories · arXiv:1905.07830
  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) · 2 unverified (of 6 harvested samples) · 4 pointer-only (licence)
• BERTSel: Answer Selection with Pre-trained Models
  18 May 2019 · 1 repository · arXiv:1905.07588
• A deep learning approach to detecting volcano deformation from satellite imagery using synthetic datasets
  17 May 2019 · 1 repository · arXiv:1905.07286
• ERNIE: Enhanced Language Representation with Informative Entities
  17 May 2019 · 2 repositories · arXiv:1905.07129
  Syntology official (archive's flag): 2 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) · 1 pointer-only (licence)
• Story Ending Prediction by Transferable BERT
  17 May 2019 · 1 repository · arXiv:1905.07504
• Transfer Learning based Detection of Diabetic Retinopathy from Small Dataset
  17 May 2019 · 1 repository · arXiv:1905.07203
• Joint Source-Target Self Attention with Locality Constraints
  16 May 2019 · 2 repositories · arXiv:1905.06596
• HIBERT: Document Level Pre-training of Hierarchical Bidirectional Transformers for Document Summarization
  16 May 2019 · 0 repositories · arXiv:1905.06566
• Latent Universal Task-Specific BERT
  16 May 2019 · 0 repositories · arXiv:1905.06638
• TRk-CNN: Transferable Ranking-CNN for image classification of glaucoma, glaucoma suspect, and normal eyes
  16 May 2019 · 0 repositories · arXiv:1905.06509
• A deep-learning-based approach for fast and robust steel surface defects classification
  15 May 2019 · 0 repositories
• A Surprisingly Robust Trick for Winograd Schema Challenge
  15 May 2019 · 2 repositories · arXiv:1905.06290
• Behavior Sequence Transformer for E-commerce Recommendation in Alibaba
  15 May 2019 · 9 repositories · arXiv:1905.06874
  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) · 0 unverified (of 1 harvested sample)
• BERT Rediscovers the Classical NLP Pipeline
  15 May 2019 · 1 repository · arXiv:1905.05950
• Dynamic Neural Network Channel Execution for Efficient Training
  15 May 2019 · 0 repositories · arXiv:1905.06435
• Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks
  15 May 2019 · 1 repository · arXiv:1905.05928
  Syntology 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) · 0 unverified (of 7 harvested samples)
• Transferable Clean-Label Poisoning Attacks on Deep Neural Nets
  15 May 2019 · 1 repository · arXiv:1905.05897
• Style Transformer: Unpaired Text Style Transfer without Disentangled Latent Representation
  14 May 2019 · 4 repositories · arXiv:1905.05621
  Syntology community repositories only · 3 ran (of which 2 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)
• Efficient Ladder-style DenseNets for Semantic Segmentation of Large Images
  14 May 2019 · 3 repositories · arXiv:1905.05661