Methods › General › Regularization › Dropout › Papers, page 249

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 249 of 275: papers 24,801 to 24,900 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.

• The value of text for small business default prediction: A deep learning approach
  19 Mar 2020 · 0 repositories · arXiv:2003.08964
• Fixing the train-test resolution discrepancy: FixEfficientNet
  18 Mar 2020 · 1 repository · arXiv:2003.08237
• Scene Text Recognition via Transformer
  18 Mar 2020 · 0 repositories · arXiv:2003.08077
• Transformer Networks for Trajectory Forecasting
  18 Mar 2020 · 1 repository · arXiv:2003.08111
  Syntology official (archive's flag): 5 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) · 1 unverified (of 6 harvested samples)
• TTTTTackling WinoGrande Schemas
  18 Mar 2020 · 0 repositories · arXiv:2003.08380
• X-Stance: A Multilingual Multi-Target Dataset for Stance Detection
  18 Mar 2020 · 1 repository · arXiv:2003.08385
• Author2Vec: A Framework for Generating User Embedding
  17 Mar 2020 · 0 repositories · arXiv:2003.11627
• Calibration of Pre-trained Transformers
  17 Mar 2020 · 1 repository · arXiv:2003.07892
• Human Activity Recognition from Wearable Sensor Data Using Self-Attention
  17 Mar 2020 · 2 repositories · arXiv:2003.09018
• Multi-modal Dense Video Captioning
  17 Mar 2020 · 4 repositories · arXiv:2003.07758
• PO-EMO: Conceptualization, Annotation, and Modeling of Aesthetic Emotions in German and English Poetry
  17 Mar 2020 · 1 repository · arXiv:2003.07723
• PowerNorm: Rethinking Batch Normalization in Transformers
  17 Mar 2020 · 1 repository · arXiv:2003.07845
• A Survey on Contextual Embeddings
  16 Mar 2020 · 0 repositories · arXiv:2003.07278
• Cost-Sensitive BERT for Generalisable Sentence Classification with Imbalanced Data
  16 Mar 2020 · 1 repository · arXiv:2003.11563
• Weak and Strong Gradient Directions: Explaining Memorization, Generalization, and Hardness of Examples at Scale
  16 Mar 2020 · 0 repositories · arXiv:2003.07422
• TRANS-BLSTM: Transformer with Bidirectional LSTM for Language Understanding
  16 Mar 2020 · 0 repositories · arXiv:2003.07000
• Performance Evaluation of Advanced Deep Learning Architectures for Offline Handwritten Character Recognition
  15 Mar 2020 · 0 repositories · arXiv:2003.06794
• Document Ranking with a Pretrained Sequence-to-Sequence Model
  14 Mar 2020 · 2 repositories · arXiv:2003.06713
• Finnish Language Modeling with Deep Transformer Models
  14 Mar 2020 · 0 repositories · arXiv:2003.11562
• Identifying Individual Dogs in Social Media Images
  14 Mar 2020 · 0 repositories · arXiv:2003.06705
• Advanced Deep Learning Methodologies for Skin Cancer Classification in Prodromal Stages
  13 Mar 2020 · 0 repositories · arXiv:2003.06356
• B-PINNs: Bayesian Physics-Informed Neural Networks for Forward and Inverse PDE Problems with Noisy Data
  13 Mar 2020 · 0 repositories · arXiv:2003.06097
• LCP: A Low-Communication Parallelization Method for Fast Neural Network Inference in Image Recognition
  13 Mar 2020 · 0 repositories · arXiv:2003.06464
• Generating Major Types of Chinese Classical Poetry in a Uniformed Framework
  13 Mar 2020 · 0 repositories · arXiv:2003.11528
• Gimme Signals: Discriminative signal encoding for multimodal activity recognition
  13 Mar 2020 · 2 repositories · arXiv:2003.06156
• Learning to Encode Position for Transformer with Continuous Dynamical Model
  13 Mar 2020 · 1 repository · arXiv:2003.09229
  Syntology 3 ran (of which 2 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) · 3 unverified (of 6 harvested samples) · 6 pointer-only (licence)
• Analyzing Visual Representations in Embodied Navigation Tasks
  12 Mar 2020 · 0 repositories · arXiv:2003.05993
• Efficient Content-Based Sparse Attention with Routing Transformers
  12 Mar 2020 · 2 repositories · arXiv:2003.05997
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 1 honoured, 2 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• SynCGAN: Using learnable class specific priors to generate synthetic data for improving classifier performance on cytological images
  12 Mar 2020 · 0 repositories · arXiv:2003.05712
• Hurtful Words: Quantifying Biases in Clinical Contextual Word Embeddings
  11 Mar 2020 · 1 repository · arXiv:2003.11515
• Investigating Entity Knowledge in BERT with Simple Neural End-To-End Entity Linking
  11 Mar 2020 · 1 repository · arXiv:2003.05473
  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) · 0 unverified (of 4 harvested samples)
• Kernel Quantization for Efficient Network Compression
  11 Mar 2020 · 0 repositories · arXiv:2003.05148
• Keyword-Attentive Deep Semantic Matching
  11 Mar 2020 · 1 repository · arXiv:2003.11516
• Efficient Intent Detection with Dual Sentence Encoders
  10 Mar 2020 · 5 repositories · arXiv:2003.04807
  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)
• Hybrid Attention-Based Transformer Block Model for Distant Supervision Relation Extraction
  10 Mar 2020 · 0 repositories · arXiv:2003.11518
• Prediction of Bayesian Intervals for Tropical Storms
  10 Mar 2020 · 0 repositories · arXiv:2003.05024
• ReZero is All You Need: Fast Convergence at Large Depth
  10 Mar 2020 · 13 repositories · arXiv:2003.04887
  Syntology community repositories only · 6 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; 6 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Capacity of Continuous Channels with Memory via Directed Information Neural Estimator
  9 Mar 2020 · 1 repository · arXiv:2003.04179
  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)
• Dual-attention Guided Dropblock Module for Weakly Supervised Object Localization
  9 Mar 2020 · 1 repository · arXiv:2003.04719
• Implementation of Deep Neural Networks to Classify EEG Signals using Gramian Angular Summation Field for Epilepsy Diagnosis
  8 Mar 2020 · 0 repositories · arXiv:2003.04534
• Cross-modal Learning for Multi-modal Video Categorization
  7 Mar 2020 · 0 repositories · arXiv:2003.03501
• SalsaNext: Fast, Uncertainty-aware Semantic Segmentation of LiDAR Point Clouds for Autonomous Driving
  7 Mar 2020 · 5 repositories · arXiv:2003.03653
  Syntology official (archive's flag): 4 ran · 8 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; 4 where Syntology's instrument failed) · 3 unverified (of 11 harvested samples) · 1 pointer-only (licence)
• TTPP: Temporal Transformer with Progressive Prediction for Efficient Action Anticipation
  7 Mar 2020 · 0 repositories · arXiv:2003.03530
• Dropout: Explicit Forms and Capacity Control
  6 Mar 2020 · 0 repositories · arXiv:2003.03397
• Dropout Strikes Back: Improved Uncertainty Estimation via Diversity Sampling
  6 Mar 2020 · 1 repository · arXiv:2003.03274
• Sensitive Data Detection and Classification in Spanish Clinical Text: Experiments with BERT
  6 Mar 2020 · 0 repositories · arXiv:2003.03106
• Teaching Temporal Logics to Neural Networks
  6 Mar 2020 · 2 repositories · arXiv:2003.04218
  Syntology official (archive's flag): 5 ran · 14 ran (of which 0 constructed an object rather than computing a result; 11 with no instrument failure: 2 honoured, 0 violated, 9 with no contract checked; 3 where Syntology's instrument failed) · 10 unverified (of 24 harvested samples)
• Transfer Learning for Information Extraction with Limited Data
  6 Mar 2020 · 0 repositories · arXiv:2003.03064
• Adaptive Neural Connections for Sparsity Learning
  5 Mar 2020 · 0 repositories
• A Closer Look at Accuracy vs. Robustness
  5 Mar 2020 · 1 repository · arXiv:2003.02460
• State-of-the-Art Augmented NLP Transformer models for direct and single-step retrosynthesis
  5 Mar 2020 · 1 repository · arXiv:2003.02804
• BERT as a Teacher: Contextual Embeddings for Sequence-Level Reward
  5 Mar 2020 · 0 repositories · arXiv:2003.02738
• EmpTransfo: A Multi-head Transformer Architecture for Creating Empathetic Dialog Systems
  5 Mar 2020 · 1 repository · arXiv:2003.02958
• HypoNLI: Exploring the Artificial Patterns of Hypothesis-only Bias in Natural Language Inference
  5 Mar 2020 · 0 repositories · arXiv:2003.02756
• RecipeGPT: Generative Pre-training Based Cooking Recipe Generation and Evaluation System
  5 Mar 2020 · 1 repository · arXiv:2003.02498
• What the [MASK]? Making Sense of Language-Specific BERT Models
  5 Mar 2020 · 0 repositories · arXiv:2003.02912
• A Study on Efficiency, Accuracy and Document Structure for Answer Sentence Selection
  4 Mar 2020 · 0 repositories · arXiv:2003.02349
• AlignTTS: Efficient Feed-Forward Text-to-Speech System without Explicit Alignment
  4 Mar 2020 · 2 repositories · arXiv:2003.01950
  Syntology 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) · 3 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• Data Augmentation using Pre-trained Transformer Models
  4 Mar 2020 · 4 repositories · arXiv:2003.02245
  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) · 3 unverified (of 9 harvested samples)
• jiant: A Software Toolkit for Research on General-Purpose Text Understanding Models
  4 Mar 2020 · 6 repositories · arXiv:2003.02249
  Syntology official (archive's flag): 6 ran · 6 ran (of which 3 constructed an object rather than computing a result; 4 with no instrument failure: 1 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples)
• Kleister: A novel task for Information Extraction involving Long Documents with Complex Layout
  4 Mar 2020 · 0 repositories · arXiv:2003.02356
• CLUECorpus2020: A Large-scale Chinese Corpus for Pre-training Language Model
  3 Mar 2020 · 2 repositories · arXiv:2003.01355
• Controllable Time-Delay Transformer for Real-Time Punctuation Prediction and Disfluency Detection
  3 Mar 2020 · 0 repositories · arXiv:2003.01309
• DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos
  3 Mar 2020 · 0 repositories · arXiv:2003.01395
• Heterogeneous Graph Transformer
  3 Mar 2020 · 4 repositories · arXiv:2003.01332
  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) · 4 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• Hierarchical Context Enhanced Multi-Domain Dialogue System for Multi-domain Task Completion
  3 Mar 2020 · 0 repositories · arXiv:2003.01338
• Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
  3 Mar 2020 · 0 repositories · arXiv:2003.01680
• Meta-Embeddings Based On Self-Attention
  3 Mar 2020 · 0 repositories · arXiv:2003.01371
• MPC-guided Imitation Learning of Neural Network Policies for the Artificial Pancreas
  3 Mar 2020 · 1 repository · arXiv:2003.01283
• Transfer Learning for Context-Aware Spoken Language Understanding
  3 Mar 2020 · 0 repositories · arXiv:2003.01305
• Hybrid Deep Learning for Detecting Lung Diseases from X-ray Images
  2 Mar 2020 · 0 repositories · arXiv:2003.00682
• Fast Predictive Uncertainty for Classification with Bayesian Deep Networks
  2 Mar 2020 · 1 repository · arXiv:2003.01227
  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)
• Fiedler Regularization: Learning Neural Networks with Graph Sparsity
  2 Mar 2020 · 0 repositories · arXiv:2003.00992
• Inferring the source of official texts: can SVM beat ULMFiT?
  2 Mar 2020 · 1 repository
• Transformer++
  2 Mar 2020 · 0 repositories · arXiv:2003.04974
• Stein Variational Inference for Discrete Distributions
  1 Mar 2020 · 0 repositories · arXiv:2003.00605
• AraBERT: Transformer-based Model for Arabic Language Understanding
  28 Feb 2020 · 4 repositories · arXiv:2003.00104
• Automatic Perturbation Analysis for Scalable Certified Robustness and Beyond
  28 Feb 2020 · 7 repositories · arXiv:2002.12920
  Syntology community repositories only · 14 ran (of which 0 constructed an object rather than computing a result; 13 with no instrument failure: 0 honoured, 2 violated, 11 with no contract checked; 1 where Syntology's instrument failed) · 4 unverified (of 18 harvested samples) · 2 pointer-only (licence)
• DC-BERT: Decoupling Question and Document for Efficient Contextual Encoding
  28 Feb 2020 · 0 repositories · arXiv:2002.12591
• Efficiently Guiding Imitation Learning Agents with Human Gaze
  28 Feb 2020 · 0 repositories · arXiv:2002.12500
• Exploring and Distilling Cross-Modal Information for Image Captioning
  28 Feb 2020 · 0 repositories · arXiv:2002.12585
• Learned Threshold Pruning
  28 Feb 2020 · 0 repositories · arXiv:2003.00075
• Quantile Regularization: Towards Implicit Calibration of Regression Models
  28 Feb 2020 · 0 repositories · arXiv:2002.12860
• TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing
  28 Feb 2020 · 1 repository · arXiv:2002.12620
• The Implicit and Explicit Regularization Effects of Dropout
  28 Feb 2020 · 1 repository · arXiv:2002.12915
• A Primer in BERTology: What we know about how BERT works
  27 Feb 2020 · 0 repositories · arXiv:2002.12327
• Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT
  27 Feb 2020 · 0 repositories · arXiv:2003.04985
• Compressing Large-Scale Transformer-Based Models: A Case Study on BERT
  27 Feb 2020 · 0 repositories · arXiv:2002.11985
• RNNPool: Efficient Non-linear Pooling for RAM Constrained Inference
  27 Feb 2020 · 4 repositories · arXiv:2002.11921
  Syntology official: harvested, nothing ran · 0 ran · 1 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Marathi To English Neural Machine Translation With Near Perfect Corpus And Transformers
  26 Feb 2020 · 1 repository · arXiv:2002.11643
• Multi-task Learning with Multi-head Attention for Multi-choice Reading Comprehension
  26 Feb 2020 · 0 repositories · arXiv:2003.04992
• Sparse Sinkhorn Attention
  26 Feb 2020 · 1 repository · arXiv:2002.11296
• Train Large, Then Compress: Rethinking Model Size for Efficient Training and Inference of Transformers
  26 Feb 2020 · 2 repositories · arXiv:2002.11794
• MiniLM: Deep Self-Attention Distillation for Task-Agnostic Compression of Pre-Trained Transformers
  25 Feb 2020 · 1 repository · arXiv:2002.10957
• What BERT Sees: Cross-Modal Transfer for Visual Question Generation
  25 Feb 2020 · 0 repositories · arXiv:2002.10832
• Exploring BERT Parameter Efficiency on the Stanford Question Answering Dataset v2.0
  25 Feb 2020 · 0 repositories · arXiv:2002.10670
• Fixed Encoder Self-Attention Patterns in Transformer-Based Machine Translation
  24 Feb 2020 · 0 repositories · arXiv:2002.10260
• GRET: Global Representation Enhanced Transformer
  24 Feb 2020 · 0 repositories · arXiv:2002.10101
• Improving BERT Fine-Tuning via Self-Ensemble and Self-Distillation
  24 Feb 2020 · 1 repository · arXiv:2002.10345
  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)
• Predicting Subjective Features of Questions of QA Websites using BERT
  24 Feb 2020 · 5 repositories · arXiv:2002.10107