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Data Augmentation

Papers archive 2025-07-28

archive papers tagged: 8,378 · with a code link: 3,225 · where Syntology ran a sample: 692 (567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (692 of 8,378 tagged: 567 with a run with no instrument failure, 125 where every run was a failure of Syntology's instrument)

Page 79 of 84: papers 7,801 to 7,900 of 8,378, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “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 figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. 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); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• A systematic comparison of methods for low-resource dependency parsing on genuinely low-resource languages
  6 Sep 2019 0 repositories listed
• An Auxiliary Classifier Generative Adversarial Framework for Relation Extraction
  6 Sep 2019 0 repositories listed
• Personalization of Deep Learning
  6 Sep 2019 0 repositories listed
• Deep Esophageal Clinical Target Volume Delineation using Encoded 3D Spatial Context of Tumors, Lymph Nodes, and Organs At Risk
  4 Sep 2019 0 repositories listed
• PASS3D: Precise and Accelerated Semantic Segmentation for 3D Point Cloud
  4 Sep 2019 0 repositories listed
• Combining Multi-Sequence and Synthetic Images for Improved Segmentation of Late Gadolinium Enhancement Cardiac MRI
  3 Sep 2019 0 repositories listed
• STaDA: Style Transfer as Data Augmentation
  3 Sep 2019 0 repositories listed
• It's All in the Name: Mitigating Gender Bias with Name-Based Counterfactual Data Substitution
  2 Sep 2019 0 repositories listed
• Self-Ensembling with GAN-based Data Augmentation for Domain Adaptation in Semantic Segmentation
  2 Sep 2019 0 repositories listed
• Comparing MT Approaches for Text Normalization
  1 Sep 2019 0 repositories listed
• Cross-Corpus Data Augmentation for Acoustic Addressee Detection
  1 Sep 2019 0 repositories listed
• Finance document Extraction Using Data Augmentation and Attention
  1 Sep 2019 0 repositories listed
• Unsupervised Data Augmentation for Less-Resourced Languages with no Standardized Spelling
  1 Sep 2019 0 repositories listed
• Scale Calibrated Training: Improving Generalization of Deep Networks via Scale-Specific Normalization
  31 Aug 2019 0 repositories listed
• Environment Sound Classification using Multiple Feature Channels and Attention based Deep Convolutional Neural Network
  28 Aug 2019 0 repositories listed
• MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning
  27 Aug 2019 0 repositories listed
• Multi-Path Learnable Wavelet Neural Network for Image Classification
  26 Aug 2019 0 repositories listed
• MTCNET: Multi-task Learning Paradigm for Crowd Count Estimation
  23 Aug 2019 0 repositories listed
• Topology-preserving augmentation for CNN-based segmentation of congenital heart defects from 3D paediatric CMR
  23 Aug 2019 0 repositories listed
• Dialog State Tracking with Reinforced Data Augmentation
  21 Aug 2019 0 repositories listed
• Two-Staged Acoustic Modeling Adaption for Robust Speech Recognition by the Example of German Oral History Interviews
  19 Aug 2019 0 repositories listed
• Adaptive Regularization of Labels
  15 Aug 2019 0 repositories listed
• Recognition of Ischaemia and Infection in Diabetic Foot Ulcers: Dataset and Techniques
  14 Aug 2019 0 repositories listed
• Generalizing Deep Whole Brain Segmentation for Pediatric and Post-Contrast MRI with Augmented Transfer Learning
  13 Aug 2019 0 repositories listed
• Conditional Generative Adversarial Networks for Data Augmentation and Adaptation in Remotely Sensed Imagery
  10 Aug 2019 0 repositories listed
• Sim-to-Real Learning for Casualty Detection from Ground Projected Point Cloud Data
  8 Aug 2019 0 repositories listed
• SkrGAN: Sketching-rendering Unconditional Generative Adversarial Networks for Medical Image Synthesis
  6 Aug 2019 0 repositories listed
• Part Segmentation for Highly Accurate Deformable Tracking in Occlusions via Fully Convolutional Neural Networks
  5 Aug 2019 0 repositories listed
• Baidu Neural Machine Translation Systems for WMT19
  1 Aug 2019 0 repositories listed
• GANs 'N Lungs: improving pneumonia prediction
  1 Aug 2019 0 repositories listed
• Robustifying deep networks for image segmentation
  1 Aug 2019 0 repositories listed
• Team JUST at the MADAR Shared Task on Arabic Fine-Grained Dialect Identification
  1 Aug 2019 0 repositories listed
• Synthetic Image Augmentation for Improved Classification using Generative Adversarial Networks
  31 Jul 2019 0 repositories listed
• Salient Slices: Improved Neural Network Training and Performance with Image Entropy
  29 Jul 2019 0 repositories listed
• Segmenting Hyperspectral Images Using Spectral-Spatial Convolutional Neural Networks With Training-Time Data Augmentation
  27 Jul 2019 0 repositories listed
• Submission to ActivityNet Challenge 2019: Task B Spatio-temporal Action Localization
  25 Jul 2019 0 repositories listed
• Synthetic Augmentation and Feature-based Filtering for Improved Cervical Histopathology Image Classification
  24 Jul 2019 0 repositories listed
• Domain specific cues improve robustness of deep learning based segmentation of ct volumes
  23 Jul 2019 0 repositories listed
• Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations
  23 Jul 2019 0 repositories listed
• Dynamic Facial Expression Generation on Hilbert Hypersphere with Conditional Wasserstein Generative Adversarial Nets
  23 Jul 2019 0 repositories listed
• Understanding Adversarial Robustness Through Loss Landscape Geometries
  22 Jul 2019 0 repositories listed
• A Computer Vision Application for Assessing Facial Acne Severity from Selfie Images
  18 Jul 2019 0 repositories listed
• Data augmentation with Symbolic-to-Real Image Translation GANs for Traffic Sign Recognition
  17 Jul 2019 0 repositories listed
• Integrating the Data Augmentation Scheme with Various Classifiers for Acoustic Scene Modeling
  15 Jul 2019 0 repositories listed
• Multi-hop Federated Private Data Augmentation with Sample Compression
  15 Jul 2019 0 repositories listed
• Microsoft Translator at WMT 2019: Towards Large-Scale Document-Level Neural Machine Translation
  14 Jul 2019 0 repositories listed
• FMRI data augmentation via synthesis
  13 Jul 2019 0 repositories listed
• A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data
  8 Jul 2019 0 repositories listed
• Affine Disentangled GAN for Interpretable and Robust AV Perception
  6 Jul 2019 0 repositories listed
• The DKU Replay Detection System for the ASVspoof 2019 Challenge: On Data Augmentation, Feature Representation, Classification, and Fusion
  5 Jul 2019 0 repositories listed
• End-to-End Speech Recognition with High-Frame-Rate Features Extraction
  3 Jul 2019 0 repositories listed
• Neural Fuzzy Repair: Integrating Fuzzy Matches into Neural Machine Translation
  1 Jul 2019 0 repositories listed
• The University of Sydney's Machine Translation System for WMT19
  30 Jun 2019 0 repositories listed
• Further advantages of data augmentation on convolutional neural networks
  26 Jun 2019 0 repositories listed
• Mixup of Feature Maps in a Hidden Layer for Training of Convolutional Neural Network
  24 Jun 2019 0 repositories listed
• Detection of Myocardial Infarction Based on Novel Deep Transfer Learning Methods for Urban Healthcare in Smart Cities
  22 Jun 2019 0 repositories listed
• A Fourier Perspective on Model Robustness in Computer Vision
  21 Jun 2019 0 repositories listed
• Adversarial Self-Paced Learning for Mixture Models of Hawkes Processes
  20 Jun 2019 0 repositories listed
• Data Interpolating Prediction: Alternative Interpretation of Mixup
  20 Jun 2019 0 repositories listed
• Efficient data augmentation using graph imputation neural networks
  20 Jun 2019 0 repositories listed
• Generalizing Back-Translation in Neural Machine Translation
  17 Jun 2019 0 repositories listed
• Learning to Ask Unanswerable Questions for Machine Reading Comprehension
  14 Jun 2019 0 repositories listed
• A Meta Approach to Defend Noisy Labels by the Manifold Regularizer PSDR
  13 Jun 2019 0 repositories listed
• CoopSubNet: Cooperating Subnetwork for Data-Driven Regularization of Deep Networks under Limited Training Budgets
  13 Jun 2019 0 repositories listed
• Mask2Lesion: Mask-Constrained Adversarial Skin Lesion Image Synthesis
  13 Jun 2019 0 repositories listed
• Telephonetic: Making Neural Language Models Robust to ASR and Semantic Noise
  13 Jun 2019 0 repositories listed
• Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection
  12 Jun 2019 0 repositories listed
• Warping Resilient Scalable Anomaly Detection in Time Series
  12 Jun 2019 0 repositories listed
• Automatic brain tissue segmentation in fetal MRI using convolutional neural networks
  11 Jun 2019 0 repositories listed
• Counterfactual Data Augmentation for Mitigating Gender Stereotypes in Languages with Rich Morphology
  11 Jun 2019 0 repositories listed
• iProStruct2D: Identifying protein structural classes by deep learning via 2D representations
  11 Jun 2019 0 repositories listed
• Future Data Helps Training: Modeling Future Contexts for Session-based Recommendation
  11 Jun 2019 0 repositories listed
• Generalized Data Augmentation for Low-Resource Translation
  10 Jun 2019 0 repositories listed
• A Preliminary Study on Data Augmentation of Deep Learning for Image Classification
  9 Jun 2019 0 repositories listed
• Efficient, Lexicon-Free OCR using Deep Learning
  5 Jun 2019 0 repositories listed
• Farm land weed detection with region-based deep convolutional neural networks
  5 Jun 2019 0 repositories listed
• Listening while Speaking and Visualizing: Improving ASR through Multimodal Chain
  3 Jun 2019 0 repositories listed
• Achieving Generalizable Robustness of Deep Neural Networks by Stability Training
  3 Jun 2019 0 repositories listed
• Biomedical Named Entity Recognition via Reference-Set Augmented Bootstrapping
  1 Jun 2019 0 repositories listed
• Catastrophic Child's Play: Easy to Perform, Hard to Defend Adversarial Attacks
  1 Jun 2019 0 repositories listed
• Data Augmentation by Data Noising for Open-vocabulary Slots in Spoken Language Understanding
  1 Jun 2019 0 repositories listed
• Emad at SemEval-2019 Task 6: Offensive Language Identification using Traditional Machine Learning and Deep Learning approaches
  1 Jun 2019 0 repositories listed
• HATERecognizer at SemEval-2019 Task 5: Using Features and Neural Networks to Face Hate Recognition
  1 Jun 2019 0 repositories listed
• Learning Pose Grammar for Monocular 3D Pose Estimation
  1 Jun 2019 0 repositories listed
• Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces
  1 Jun 2019 0 repositories listed
• Not Using the Car to See the Sidewalk -- Quantifying and Controlling the Effects of Context in Classification and Segmentation
  1 Jun 2019 0 repositories listed
• SINAI-DL at SemEval-2019 Task 5: Recurrent networks and data augmentation by paraphrasing
  1 Jun 2019 0 repositories listed
• SINAI-DL at SemEval-2019 Task 7: Data Augmentation and Temporal Expressions
  1 Jun 2019 0 repositories listed
• SolomonLab at SemEval-2019 Task 8: Question Factuality and Answer Veracity Prediction in Community Forums
  1 Jun 2019 0 repositories listed
• Spot and Learn: A Maximum-Entropy Patch Sampler for Few-Shot Image Classification
  1 Jun 2019 0 repositories listed
• SSN-SPARKS at SemEval-2019 Task 9: Mining Suggestions from Online Reviews using Deep Learning Techniques on Augmented Data
  1 Jun 2019 0 repositories listed
• Tüpa at SemEval-2019 Task1: (Almost) feature-free Semantic Parsing
  1 Jun 2019 0 repositories listed
• Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection
  31 May 2019 0 repositories listed
• Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence
  30 May 2019 0 repositories listed
• Data Augementation with Polya Inverse Gamma
  29 May 2019 0 repositories listed
• Learning the Non-linearity in Convolutional Neural Networks
  29 May 2019 0 repositories listed
• Implicit Rugosity Regularization via Data Augmentation
  28 May 2019 0 repositories listed
• Compositional pre-training for neural semantic parsing
  27 May 2019 0 repositories listed
• Style transfer-based image synthesis as an efficient regularization technique in deep learning
  27 May 2019 0 repositories listed
• XLDA: Cross-Lingual Data Augmentation for Natural Language Inference and Question Answering
  27 May 2019 0 repositories listed