Methods › General › Regularization › Dropout › Papers, page 247

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 247 of 275: papers 24,601 to 24,700 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.

• Adversarial Training for Large Neural Language Models
  20 Apr 2020 · 3 repositories · arXiv:2004.08994
• CheXbert: Combining Automatic Labelers and Expert Annotations for Accurate Radiology Report Labeling Using BERT
  20 Apr 2020 · 7 repositories · arXiv:2004.09167
  Syntology community repositories only · 15 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; 4 where Syntology's instrument failed) · 2 unverified (of 17 harvested samples) · 3 pointer-only (licence)
• Deep-COVID: Predicting COVID-19 From Chest X-Ray Images Using Deep Transfer Learning
  20 Apr 2020 · 1 repository · arXiv:2004.09363
• LSQ+: Improving low-bit quantization through learnable offsets and better initialization
  20 Apr 2020 · 4 repositories · arXiv:2004.09576
  Syntology 5 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 2 honoured, 0 violated, 2 with no contract checked; 1 where Syntology's instrument failed) · 5 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• MPNet: Masked and Permuted Pre-training for Language Understanding
  20 Apr 2020 · 7 repositories · arXiv:2004.09297
  Syntology official (archive's flag): 2 ran · 8 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 8 harvested samples) · 6 pointer-only (licence)
• StereoSet: Measuring stereotypical bias in pretrained language models
  20 Apr 2020 · 3 repositories · arXiv:2004.09456
• Transformer Reasoning Network for Image-Text Matching and Retrieval
  20 Apr 2020 · 1 repository · arXiv:2004.09144
  Syntology official (archive's flag): 12 ran · 12 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 0 honoured, 1 violated, 10 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 14 harvested samples) · 2 pointer-only (licence)
• End-to-End Whisper to Natural Speech Conversion using Modified Transformer Network
  20 Apr 2020 · 0 repositories · arXiv:2004.09347
• ResNeSt: Split-Attention Networks
  19 Apr 2020 · 36 repositories · arXiv:2004.08955
  Syntology official (archive's flag): 5 ran · 28 ran (of which 0 constructed an object rather than computing a result; 25 with no instrument failure: 0 honoured, 0 violated, 25 with no contract checked; 3 where Syntology's instrument failed) · 20 unverified (of 48 harvested samples) · 23 pointer-only (licence)
• DriftNet: Aggressive Driving Behavior Classification using 3D EfficientNet Architecture
  18 Apr 2020 · 1 repository · arXiv:2004.11970
• Enhancing Pharmacovigilance with Drug Reviews and Social Media
  18 Apr 2020 · 1 repository · arXiv:2004.08731
• Motion Segmentation using Frequency Domain Transformer Networks
  18 Apr 2020 · 1 repository · arXiv:2004.08638
• Single-step Adversarial training with Dropout Scheduling
  18 Apr 2020 · 0 repositories · arXiv:2004.08628
• Enriching the Transformer with Linguistic Factors for Low-Resource Machine Translation
  17 Apr 2020 · 0 repositories · arXiv:2004.08053
• ETC: Encoding Long and Structured Inputs in Transformers
  17 Apr 2020 · 2 repositories · arXiv:2004.08483
  Syntology community repositories only · 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)
• Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning
  17 Apr 2020 · 1 repository · arXiv:2004.08097
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Highway Transformer: Self-Gating Enhanced Self-Attentive Networks
  17 Apr 2020 · 1 repository · arXiv:2004.08178
  Syntology official (archive's flag): 4 ran · 4 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; 0 where Syntology's instrument failed) · 5 unverified; every one of the 4 samples that ran constructed an object rather than computing a result (of 9 harvested samples)
• Learning-to-Rank with BERT in TF-Ranking
  17 Apr 2020 · 0 repositories · arXiv:2004.08476
• LiteDenseNet: A Lightweight Network for Hyperspectral Image Classification
  17 Apr 2020 · 0 repositories · arXiv:2004.08112
• Too Many Claims to Fact-Check: Prioritizing Political Claims Based on Check-Worthiness
  17 Apr 2020 · 0 repositories · arXiv:2004.08166
• Transform and Tell: Entity-Aware News Image Captioning
  17 Apr 2020 · 1 repository · arXiv:2004.08070
  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: 0 honoured, 1 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Understanding the Difficulty of Training Transformers
  17 Apr 2020 · 2 repositories · arXiv:2004.08249
  Syntology official (archive's flag): 1 ran · 4 ran (of which 2 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 5 harvested samples)
• Cross-lingual Contextualized Topic Models with Zero-shot Learning
  16 Apr 2020 · 2 repositories · arXiv:2004.07737
  Syntology official (archive's flag): 4 ran · 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)
• Non-Autoregressive Machine Translation with Latent Alignments
  16 Apr 2020 · 2 repositories · arXiv:2004.07437
  Syntology 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) · 1 unverified (of 2 harvested samples)
• The Right Tool for the Job: Matching Model and Instance Complexities
  16 Apr 2020 · 1 repository · arXiv:2004.07453
  Syntology official (archive's flag): 5 ran · 5 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 2 pointer-only (licence)
• Towards Instance-Level Parser Selection for Cross-Lingual Transfer of Dependency Parsers
  16 Apr 2020 · 0 repositories · arXiv:2004.07642
• Video Face Manipulation Detection Through Ensemble of CNNs
  16 Apr 2020 · 3 repositories · arXiv:2004.07676
  Syntology community repositories only · 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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• An Evaluation of DNN Architectures for Page Segmentation of Historical Newspapers
  15 Apr 2020 · 1 repository · arXiv:2004.07317
• Coreferential Reasoning Learning for Language Representation
  15 Apr 2020 · 2 repositories · arXiv:2004.06870
• SPECTER: Document-level Representation Learning using Citation-informed Transformers
  15 Apr 2020 · 5 repositories · arXiv:2004.07180
  Syntology official (archive's flag): 1 ran · 1 ran (of which 1 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; the one sample that ran constructed an object rather than computing a result (of 1 harvested sample) · 1 pointer-only (licence)
• Entities as Experts: Sparse Memory Access with Entity Supervision
  15 Apr 2020 · 1 repository · arXiv:2004.07202
  Syntology 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) · 14 pointer-only (licence)
• lamBERT: Language and Action Learning Using Multimodal BERT
  15 Apr 2020 · 0 repositories · arXiv:2004.07093
• Sentiment Analysis of Yelp Reviews: A Comparison of Techniques and Models
  15 Apr 2020 · 1 repository · arXiv:2004.13851
• TOD-BERT: Pre-trained Natural Language Understanding for Task-Oriented Dialogue
  15 Apr 2020 · 1 repository · arXiv:2004.06871
  Syntology official (archive's flag): 4 ran · 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) · 9 unverified (of 13 harvested samples) · 13 pointer-only (licence)
• Training with Quantization Noise for Extreme Model Compression
  15 Apr 2020 · 4 repositories · arXiv:2004.07320
• A Simple Yet Strong Pipeline for HotpotQA
  14 Apr 2020 · 0 repositories · arXiv:2004.06753
• Analysis of Social Media Data using Multimodal Deep Learning for Disaster Response
  14 Apr 2020 · 1 repository · arXiv:2004.11838
• Deep Learning Models for Multilingual Hate Speech Detection
  14 Apr 2020 · 3 repositories · arXiv:2004.06465
• PALM: Pre-training an Autoencoding&Autoregressive Language Model for Context-conditioned Generation
  14 Apr 2020 · 2 repositories · arXiv:2004.07159
• CrisisBench: Benchmarking Crisis-related Social Media Datasets for Humanitarian Information Processing
  14 Apr 2020 · 0 repositories · arXiv:2004.06774
• Transfer Learning with Deep Convolutional Neural Network (CNN) for Pneumonia Detection using Chest X-ray
  14 Apr 2020 · 0 repositories · arXiv:2004.06578
• Transformer based Grapheme-to-Phoneme Conversion
  14 Apr 2020 · 1 repository · arXiv:2004.06338
• What's so special about BERT's layers? A closer look at the NLP pipeline in monolingual and multilingual models
  14 Apr 2020 · 2 repositories · arXiv:2004.06499
  Syntology 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) · 2 pointer-only (licence)
• Cascade Neural Ensemble for Identifying Scientifically Sound Articles
  13 Apr 2020 · 0 repositories · arXiv:2004.06222
• Improving Scholarly Knowledge Representation: Evaluating BERT-based Models for Scientific Relation Classification
  13 Apr 2020 · 0 repositories · arXiv:2004.06153
• Pretrained Transformers Improve Out-of-Distribution Robustness
  13 Apr 2020 · 1 repository · arXiv:2004.06100
• ProFormer: Towards On-Device LSH Projection Based Transformers
  13 Apr 2020 · 0 repositories · arXiv:2004.05801
• Will I Sound Like Me? Improving Persona Consistency in Dialogues through Pragmatic Self-Consciousness
  13 Apr 2020 · 1 repository · arXiv:2004.05816
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 0 violated, 2 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples)
• Regularizing Meta-Learning via Gradient Dropout
  13 Apr 2020 · 1 repository · arXiv:2004.05859
• Relation Transformer Network
  13 Apr 2020 · 1 repository · arXiv:2004.06193
• Robustly Pre-trained Neural Model for Direct Temporal Relation Extraction
  13 Apr 2020 · 0 repositories · arXiv:2004.06216
• Unified Multi-Criteria Chinese Word Segmentation with BERT
  13 Apr 2020 · 0 repositories · arXiv:2004.05808
• AMR Parsing via Graph-Sequence Iterative Inference
  12 Apr 2020 · 3 repositories · arXiv:2004.05572
  Syntology official (archive's flag): 4 ran · 21 ran (of which 11 constructed an object rather than computing a result; 16 with no instrument failure: 1 honoured, 1 violated, 14 with no contract checked; 5 where Syntology's instrument failed) · 10 unverified (of 31 harvested samples) · 1 pointer-only (licence)
• PatchAttack: A Black-box Texture-based Attack with Reinforcement Learning
  12 Apr 2020 · 2 repositories · arXiv:2004.05682
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample)
• Pre-training Text Representations as Meta Learning
  12 Apr 2020 · 0 repositories · arXiv:2004.05568
• Relational Learning between Multiple Pulmonary Nodules via Deep Set Attention Transformers
  12 Apr 2020 · 0 repositories · arXiv:2004.05640
• Towards an Effective and Efficient Deep Learning Model for COVID-19 Patterns Detection in X-ray Images
  12 Apr 2020 · 2 repositories · arXiv:2004.05717
• Verification of Deep Convolutional Neural Networks Using ImageStars
  12 Apr 2020 · 2 repositories · arXiv:2004.05511
• VGCN-BERT: Augmenting BERT with Graph Embedding for Text Classification
  12 Apr 2020 · 1 repository · arXiv:2004.05707
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 1 honoured, 0 violated, 4 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 9 harvested samples) · 2 pointer-only (licence)
• DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus
  11 Apr 2020 · 1 repository · arXiv:2004.05328
• Detection of Covid-19 From Chest X-ray Images Using Artificial Intelligence: An Early Review
  11 Apr 2020 · 0 repositories · arXiv:2004.05436
• End to End Chinese Lexical Fusion Recognition with Sememe Knowledge
  11 Apr 2020 · 0 repositories · arXiv:2004.05456
• FDA: Fourier Domain Adaptation for Semantic Segmentation
  11 Apr 2020 · 3 repositories · arXiv:2004.05498
  Syntology official (archive's flag): 1 ran · 2 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; 1 where Syntology's instrument failed) · 1 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• LAReQA: Language-agnostic answer retrieval from a multilingual pool
  11 Apr 2020 · 1 repository · arXiv:2004.05484
• An In-depth Walkthrough on Evolution of Neural Machine Translation
  10 Apr 2020 · 0 repositories · arXiv:2004.04902
• Longformer: The Long-Document Transformer
  10 Apr 2020 · 22 repositories · arXiv:2004.05150
  Syntology official (archive's flag): 9 ran · 22 ran (of which 4 constructed an object rather than computing a result; 14 with no instrument failure: 1 honoured, 1 violated, 12 with no contract checked; 8 where Syntology's instrument failed) · 13 unverified (of 35 harvested samples) · 5 pointer-only (licence)
• Model Uncertainty Quantification for Reliable Deep Vision Structural Health Monitoring
  10 Apr 2020 · 0 repositories · arXiv:2004.05151
• Beyond Fine-tuning: Few-Sample Sentence Embedding Transfer
  10 Apr 2020 · 0 repositories · arXiv:2004.05119
• Stacked Convolutional Deep Encoding Network for Video-Text Retrieval
  10 Apr 2020 · 0 repositories · arXiv:2004.04959
• Telling BERT's full story: from Local Attention to Global Aggregation
  10 Apr 2020 · 0 repositories · arXiv:2004.05916
• Analysis on DeepLabV3+ Performance for Automatic Steel Defects Detection
  9 Apr 2020 · 1 repository · arXiv:2004.04822
• BLEURT: Learning Robust Metrics for Text Generation
  9 Apr 2020 · 4 repositories · arXiv:2004.04696
  Syntology community repositories only · 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) · 1 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Cortical surface registration using unsupervised learning
  9 Apr 2020 · 1 repository · arXiv:2004.04617
• GSA-DenseNet121-COVID-19: a Hybrid Deep Learning Architecture for the Diagnosis of COVID-19 Disease based on Gravitational Search Optimization Algorithm
  9 Apr 2020 · 0 repositories · arXiv:2004.05084
• Interpretability Analysis for Named Entity Recognition to Understand System Predictions and How They Can Improve
  9 Apr 2020 · 0 repositories · arXiv:2004.04564
• On Optimal Transformer Depth for Low-Resource Language Translation
  9 Apr 2020 · 1 repository · arXiv:2004.04418
• On the Language Neutrality of Pre-trained Multilingual Representations
  9 Apr 2020 · 1 repository · arXiv:2004.05160
  Syntology official (archive's flag): 4 ran · 4 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; 3 where Syntology's instrument failed) · 2 unverified (of 6 harvested samples)
• Sequential View Synthesis with Transformer
  9 Apr 2020 · 0 repositories · arXiv:2004.04548
• A Deep Learning Approach for Determining Effects of Tuta Absoluta in Tomato Plants
  8 Apr 2020 · 0 repositories · arXiv:2004.04023
• Adaptive Transformers in RL
  8 Apr 2020 · 1 repository · arXiv:2004.03761
• DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement
  8 Apr 2020 · 1 repository · arXiv:2004.03760
• Diverse, Controllable, and Keyphrase-Aware: A Corpus and Method for News Multi-Headline Generation
  8 Apr 2020 · 1 repository · arXiv:2004.03875
• DynaBERT: Dynamic BERT with Adaptive Width and Depth
  8 Apr 2020 · 3 repositories · arXiv:2004.04037
  Syntology official (archive's flag): 5 ran · 5 ran (of which 1 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 0 violated, 1 with no contract checked; 3 where Syntology's instrument failed) · 3 unverified (of 8 harvested samples) · 8 pointer-only (licence)
• Error correction and extraction in request dialogs
  8 Apr 2020 · 0 repositories · arXiv:2004.04243
• Analyzing Redundancy in Pretrained Transformer Models
  8 Apr 2020 · 1 repository · arXiv:2004.04010
• Generating Counter Narratives against Online Hate Speech: Data and Strategies
  8 Apr 2020 · 0 repositories · arXiv:2004.04216
• Have Your Text and Use It Too! End-to-End Neural Data-to-Text Generation with Semantic Fidelity
  8 Apr 2020 · 1 repository · arXiv:2004.06577
• Improving BERT with Self-Supervised Attention
  8 Apr 2020 · 1 repository · arXiv:2004.03808
• Improving Expressivity of Graph Neural Networks
  8 Apr 2020 · 0 repositories · arXiv:2004.05994
• LadaBERT: Lightweight Adaptation of BERT through Hybrid Model Compression
  8 Apr 2020 · 0 repositories · arXiv:2004.04124
• On the Effect of Dropping Layers of Pre-trained Transformer Models
  8 Apr 2020 · 4 repositories · arXiv:2004.03844
  Syntology official (archive's flag): 5 ran · 7 ran (of which 0 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 3 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence
  8 Apr 2020 · 3 repositories · arXiv:2004.03974
  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) · 0 unverified (of 1 harvested sample)
• SciWING -- A Software Toolkit for Scientific Document Processing
  8 Apr 2020 · 1 repository · arXiv:2004.03807
• Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events
  8 Apr 2020 · 0 repositories · arXiv:2004.04295
• Skin Diseases Detection using LBP and WLD- An Ensembling Approach
  8 Apr 2020 · 0 repositories · arXiv:2004.04122
• Are Natural Language Inference Models IMPPRESsive? Learning IMPlicature and PRESupposition
  7 Apr 2020 · 1 repository · arXiv:2004.03066
  Syntology official: harvested, nothing ran · 2 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; 0 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• BreastScreening: On the Use of Multi-Modality in Medical Imaging Diagnosis
  7 Apr 2020 · 8 repositories · arXiv:2004.03500
• Byte Pair Encoding is Suboptimal for Language Model Pretraining
  7 Apr 2020 · 1 repository · arXiv:2004.03720
• Channel Attention Residual U-Net for Retinal Vessel Segmentation
  7 Apr 2020 · 2 repositories · arXiv:2004.03702
• TuringAdvice: A Generative and Dynamic Evaluation of Language Use
  7 Apr 2020 · 1 repository · arXiv:2004.03607