Methods › General › Regularization › Dropout › Papers, page 250

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 250 of 275: papers 24,901 to 25,000 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.

• Sketchformer: Transformer-based Representation for Sketched Structure
  24 Feb 2020 · 1 repository · arXiv:2002.10381
  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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Beyond Dropout: Feature Map Distortion to Regularize Deep Neural Networks
  23 Feb 2020 · 2 repositories · arXiv:2002.11022
  Syntology official (archive's flag): 1 ran · 2 ran (of which 2 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; every one of the 2 samples that ran constructed an object rather than computing a result (of 2 harvested samples) · 1 pointer-only (licence)
• Gradual Channel Pruning while Training using Feature Relevance Scores for Convolutional Neural Networks
  23 Feb 2020 · 1 repository · arXiv:2002.09958
• Neuron Shapley: Discovering the Responsible Neurons
  23 Feb 2020 · 1 repository · arXiv:2002.09815
  Syntology official: harvested, nothing ran · 0 ran · 2 unverified (of 2 harvested samples)
• An Accuracy-Lossless Perturbation Method for Defending Privacy Attacks in Federated Learning
  23 Feb 2020 · 1 repository · arXiv:2002.09843
• Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification
  22 Feb 2020 · 0 repositories · arXiv:2002.09673
• Training Question Answering Models From Synthetic Data
  22 Feb 2020 · 0 repositories · arXiv:2002.09599
• Addressing Some Limitations of Transformers with Feedback Memory
  21 Feb 2020 · 4 repositories · arXiv:2002.09402
  Syntology official: no sample here; runs from other or unrecorded repositories · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 0 honoured, 2 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples) · 2 pointer-only (licence)
• Exploiting the Full Capacity of Deep Neural Networks while Avoiding Overfitting by Targeted Sparsity Regularization
  21 Feb 2020 · 0 repositories · arXiv:2002.09237
• Introducing Fuzzy Layers for Deep Learning
  21 Feb 2020 · 0 repositories · arXiv:2003.00880
• Learning Dynamic Belief Graphs to Generalize on Text-Based Games
  21 Feb 2020 · 1 repository · arXiv:2002.09127
• Transformer Hawkes Process
  21 Feb 2020 · 3 repositories · arXiv:2002.09291
  Syntology official (archive's flag): 4 ran · 5 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; 1 where Syntology's instrument failed) · 0 unverified (of 5 harvested samples)
• Comparing Different Deep Learning Architectures for Classification of Chest Radiographs
  20 Feb 2020 · 0 repositories · arXiv:2002.08991
• Federated pretraining and fine tuning of BERT using clinical notes from multiple silos
  20 Feb 2020 · 0 repositories · arXiv:2002.08562
• MaxUp: A Simple Way to Improve Generalization of Neural Network Training
  20 Feb 2020 · 1 repository · arXiv:2002.09024
  Syntology 0 ran · 1 unverified (of 1 harvested sample)
• Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning
  19 Feb 2020 · 1 repository · arXiv:2002.08307
• DeFraudNet:End2End Fingerprint Spoof Detection using Patch Level Attention
  19 Feb 2020 · 1 repository · arXiv:2002.08214
• LAMBERT: Layout-Aware (Language) Modeling for information extraction
  19 Feb 2020 · 1 repository · arXiv:2002.08087
• Modelling response to trypophobia trigger using intermediate layers of ImageNet networks
  19 Feb 2020 · 1 repository · arXiv:2002.08490
• Molecule Attention Transformer
  19 Feb 2020 · 7 repositories · arXiv:2002.08264
  Syntology official (archive's flag): 2 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 2 violated, 4 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 8 harvested samples) · 3 pointer-only (licence)
• The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding
  19 Feb 2020 · 3 repositories · arXiv:2002.07972
• Towards Making the Most of Context in Neural Machine Translation
  19 Feb 2020 · 1 repository · arXiv:2002.07982
• Tree-structured Attention with Hierarchical Accumulation
  19 Feb 2020 · 0 repositories · arXiv:2002.08046
• Conditional Self-Attention for Query-based Summarization
  18 Feb 2020 · 0 repositories · arXiv:2002.07338
• From English To Foreign Languages: Transferring Pre-trained Language Models
  18 Feb 2020 · 1 repository · arXiv:2002.07306
  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) · 0 unverified (of 1 harvested sample)
• Gradient-Based Adversarial Training on Transformer Networks for Detecting Check-Worthy Factual Claims
  18 Feb 2020 · 1 repository · arXiv:2002.07725
• Hierarchical Transformer Network for Utterance-level Emotion Recognition
  18 Feb 2020 · 0 repositories · arXiv:2002.07551
• Sequential Latent Knowledge Selection for Knowledge-Grounded Dialogue
  18 Feb 2020 · 3 repositories · arXiv:2002.07510
  Syntology official: not harvested · 0 ran · 5 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• Uncertainty Estimation in Autoregressive Structured Prediction
  18 Feb 2020 · 1 repository · arXiv:2002.07650
• A Financial Service Chatbot based on Deep Bidirectional Transformers
  17 Feb 2020 · 0 repositories · arXiv:2003.04987
• Controlling Computation versus Quality for Neural Sequence Models
  17 Feb 2020 · 0 repositories · arXiv:2002.07106
• Data and Model Dependencies of Membership Inference Attack
  17 Feb 2020 · 1 repository · arXiv:2002.06856
• Incorporating BERT into Neural Machine Translation
  17 Feb 2020 · 3 repositories · arXiv:2002.06823
• Low-Rank Bottleneck in Multi-head Attention Models
  17 Feb 2020 · 0 repositories · arXiv:2002.07028
• Generator From Edges: Reconstruction of Facial Images
  16 Feb 2020 · 0 repositories · arXiv:2002.06682
• Multi-layer Representation Fusion for Neural Machine Translation
  16 Feb 2020 · 1 repository · arXiv:2002.06714
  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) · 0 unverified (of 1 harvested sample) · 1 pointer-only (licence)
• Neural Machine Translation with Joint Representation
  16 Feb 2020 · 1 repository · arXiv:2002.06546
• SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models
  16 Feb 2020 · 3 repositories · arXiv:2002.06652
• The Utility of General Domain Transfer Learning for Medical Language Tasks
  16 Feb 2020 · 0 repositories · arXiv:2002.06670
• Fine-Tuning Pretrained Language Models: Weight Initializations, Data Orders, and Early Stopping
  15 Feb 2020 · 4 repositories · arXiv:2002.06305
• Small energy masking for improved neural network training for end-to-end speech recognition
  15 Feb 2020 · 0 repositories · arXiv:2002.06312
• UniVL: A Unified Video and Language Pre-Training Model for Multimodal Understanding and Generation
  15 Feb 2020 · 2 repositories · arXiv:2002.06353
  Syntology official: harvested, nothing 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) · 3 unverified (of 4 harvested samples) · 1 pointer-only (licence)
• Deep Attentive Study Session Dropout Prediction in Mobile Learning Environment
  14 Feb 2020 · 0 repositories · arXiv:2002.11624
• FQuAD: French Question Answering Dataset
  14 Feb 2020 · 0 repositories · arXiv:2002.06071
• Skip Connections Matter: On the Transferability of Adversarial Examples Generated with ResNets
  14 Feb 2020 · 4 repositories · arXiv:2002.05990
  Syntology official (archive's flag): 1 ran · 4 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; 3 where Syntology's instrument failed) · 5 unverified (of 9 harvested samples)
• Stress Test Evaluation of Transformer-based Models in Natural Language Understanding Tasks
  14 Feb 2020 · 0 repositories · arXiv:2002.06261
• Towards an Appropriate Query, Key, and Value Computation for Knowledge Tracing
  14 Feb 2020 · 5 repositories · arXiv:2002.07033
  Syntology 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)
• Transformer on a Diet
  14 Feb 2020 · 1 repository · arXiv:2002.06170
• TwinBERT: Distilling Knowledge to Twin-Structured BERT Models for Efficient Retrieval
  14 Feb 2020 · 2 repositories · arXiv:2002.06275
• Understanding patient complaint characteristics using contextual clinical BERT embeddings
  14 Feb 2020 · 0 repositories · arXiv:2002.05902
• CBAG: Conditional Biomedical Abstract Generation
  13 Feb 2020 · 0 repositories · arXiv:2002.05637
• EndoL2H: Deep Super-Resolution for Capsule Endoscopy
  13 Feb 2020 · 3 repositories · arXiv:2002.05459
• Ensemble methods for neural network-based weather forecasts
  13 Feb 2020 · 1 repository · arXiv:2002.05398
• Object Detection on Single Monocular Images through Canonical Correlation Analysis
  13 Feb 2020 · 0 repositories · arXiv:2002.05349
• Learning to Predict Error for MRI Reconstruction
  13 Feb 2020 · 0 repositories · arXiv:2002.05582
• Sparse and Structured Visual Attention
  13 Feb 2020 · 1 repository · arXiv:2002.05556
• Training Large Neural Networks with Constant Memory using a New Execution Algorithm
  13 Feb 2020 · 2 repositories · arXiv:2002.05645
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Attentional Speech Recognition Models Misbehave on Out-of-domain Utterances
  12 Feb 2020 · 1 repository · arXiv:2002.05150
• End-to-End Face Parsing via Interlinked Convolutional Neural Networks
  12 Feb 2020 · 1 repository · arXiv:2002.04831
• GLU Variants Improve Transformer
  12 Feb 2020 · 27 repositories · arXiv:2002.05202
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 3 honoured, 4 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples) · 7 pointer-only (licence)
• Learnable Bernoulli Dropout for Bayesian Deep Learning
  12 Feb 2020 · 0 repositories · arXiv:2002.05155
• Learning to Compare for Better Training and Evaluation of Open Domain Natural Language Generation Models
  12 Feb 2020 · 0 repositories · arXiv:2002.05058
• Lookahead: a Far-Sighted Alternative of Magnitude-based Pruning
  12 Feb 2020 · 1 repository · arXiv:2002.04809
  Syntology official (archive's flag): 8 ran · 8 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 6 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 10 harvested samples) · 10 pointer-only (licence)
• On Layer Normalization in the Transformer Architecture
  12 Feb 2020 · 9 repositories · arXiv:2002.04745
  Syntology 10 ran (of which 0 constructed an object rather than computing a result; 10 with no instrument failure: 2 honoured, 0 violated, 8 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples)
• Utilizing BERT Intermediate Layers for Aspect Based Sentiment Analysis and Natural Language Inference
  12 Feb 2020 · 1 repository · arXiv:2002.04815
• Superbloom: Bloom filter meets Transformer
  11 Feb 2020 · 0 repositories · arXiv:2002.04723
• Training with Streaming Annotation
  11 Feb 2020 · 0 repositories · arXiv:2002.04165
• Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning
  11 Feb 2020 · 0 repositories · arXiv:2002.04156
• Validating uncertainty in medical image translation
  11 Feb 2020 · 1 repository · arXiv:2002.04639
• Deep Representation Learning for Dynamical Systems Modeling
  10 Feb 2020 · 0 repositories · arXiv:2002.05111
• End-to-End Multi-speaker Speech Recognition with Transformer
  10 Feb 2020 · 0 repositories · arXiv:2002.03921
• Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning
  10 Feb 2020 · 0 repositories · arXiv:2003.04973
• Multilingual Alignment of Contextual Word Representations
  10 Feb 2020 · 1 repository · arXiv:2002.03518
  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) · 2 unverified (of 3 harvested samples) · 3 pointer-only (licence)
• Pre-training Tasks for Embedding-based Large-scale Retrieval
  10 Feb 2020 · 0 repositories · arXiv:2002.03932
• StickyPillars: Robust and Efficient Feature Matching on Point Clouds using Graph Neural Networks
  10 Feb 2020 · 0 repositories · arXiv:2002.03983
• Application of Pre-training Models in Named Entity Recognition
  9 Feb 2020 · 0 repositories · arXiv:2002.08902
• Convolutional Neural Network Pruning Using Filter Attenuation
  9 Feb 2020 · 0 repositories · arXiv:2002.03299
• Momentum Improves Normalized SGD
  9 Feb 2020 · 0 repositories · arXiv:2002.03305
• On the distance between two neural networks and the stability of learning
  9 Feb 2020 · 2 repositories · arXiv:2002.03432
• BitPruning: Learning Bitlengths for Aggressive and Accurate Quantization
  8 Feb 2020 · 0 repositories · arXiv:2002.03090
• Blank Language Models
  8 Feb 2020 · 1 repository · arXiv:2002.03079
  Syntology official (archive's flag): 7 ran · 7 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; 0 where Syntology's instrument failed) · 1 unverified (of 8 harvested samples) · 1 pointer-only (licence)
• BERT-of-Theseus: Compressing BERT by Progressive Module Replacing
  7 Feb 2020 · 2 repositories · arXiv:2002.02925
  Syntology official: harvested, nothing ran · 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) · 4 unverified (of 5 harvested samples) · 1 pointer-only (licence)
• DropCluster: A structured dropout for convolutional networks
  7 Feb 2020 · 1 repository · arXiv:2002.02997
• Image Fine-grained Inpainting
  7 Feb 2020 · 3 repositories · arXiv:2002.02609
• Input Dropout for Spatially Aligned Modalities
  7 Feb 2020 · 1 repository · arXiv:2002.02852
• Multimodal Matching Transformer for Live Commenting
  7 Feb 2020 · 0 repositories · arXiv:2002.02649
• Transformer-Capsule Model for Intent Detection
  7 Feb 2020 · 0 repositories
• Transformer Transducer: A Streamable Speech Recognition Model with Transformer Encoders and RNN-T Loss
  7 Feb 2020 · 5 repositories · arXiv:2002.02562
  Syntology 2 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; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 1 pointer-only (licence)
• Understanding and Optimizing Packed Neural Network Training for Hyper-Parameter Tuning
  7 Feb 2020 · 0 repositories · arXiv:2002.02885
• Almost Sure Convergence of Dropout Algorithms for Neural Networks
  6 Feb 2020 · 0 repositories · arXiv:2002.02247
• Few-Shot Learning as Domain Adaptation: Algorithm and Analysis
  6 Feb 2020 · 0 repositories · arXiv:2002.02050
• Introducing Aspects of Creativity in Automatic Poetry Generation
  6 Feb 2020 · 1 repository · arXiv:2002.02511
• perm2vec: Graph Permutation Selection for Decoding of Error Correction Codes using Self-Attention
  6 Feb 2020 · 0 repositories · arXiv:2002.02315
• Aligning the Pretraining and Finetuning Objectives of Language Models
  5 Feb 2020 · 0 repositories · arXiv:2002.02000
• Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos
  5 Feb 2020 · 0 repositories · arXiv:2002.01955
• K-Adapter: Infusing Knowledge into Pre-Trained Models with Adapters
  5 Feb 2020 · 2 repositories · arXiv:2002.01808
  Syntology 11 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 5 where Syntology's instrument failed) · 3 unverified (of 14 harvested samples) · 2 pointer-only (licence)
• Rapid Adaptation of BERT for Information Extraction on Domain-Specific Business Documents
  5 Feb 2020 · 1 repository · arXiv:2002.01861
• Vocoder-free End-to-End Voice Conversion with Transformer Network
  5 Feb 2020 · 1 repository · arXiv:2002.03808
• Interpretable & Time-Budget-Constrained Contextualization for Re-Ranking
  4 Feb 2020 · 1 repository · arXiv:2002.01854
• Large Batch Training Does Not Need Warmup
  4 Feb 2020 · 1 repository · arXiv:2002.01576