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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 74 of 84: papers 7,301 to 7,400 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.

• DecAug: Augmenting HOI Detection via Decomposition
  2 Oct 2020 0 repositories listed
• Deep Reinforcement Learning with Mixed Convolutional Network
  1 Oct 2020 0 repositories listed
• Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning
  1 Oct 2020 0 repositories listed
• Training Data Augmentation for Deep Learning Radio Frequency Systems
  1 Oct 2020 0 repositories listed
• Ask-n-Learn: Active Learning via Reliable Gradient Representations for Image Classification
  30 Sep 2020 0 repositories listed
• Improving Generalization of Deep Fault Detection Models in the Presence of Mislabeled Data
  30 Sep 2020 0 repositories listed
• Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation
  29 Sep 2020 0 repositories listed
• Data augmentation as stochastic optimization
  28 Sep 2020 0 repositories listed
• Data Instance Prior for Transfer Learning in GANs
  28 Sep 2020 0 repositories listed
• Recognition and Synthesis of Object Transport Motion
  27 Sep 2020 0 repositories listed
• An original framework for Wheat Head Detection using Deep, Semi-supervised and Ensemble Learning within Global Wheat Head Detection (GWHD) Dataset
  24 Sep 2020 0 repositories listed
• Brain Tumor Segmentation using 3D-CNNs with Uncertainty Estimation
  24 Sep 2020 0 repositories listed
• Effects of Word-frequency based Pre- and Post- Processings for Audio Captioning
  24 Sep 2020 0 repositories listed
• GraphCrop: Subgraph Cropping for Graph Classification
  22 Sep 2020 0 repositories listed
• On Data Augmentation for Extreme Multi-label Classification
  22 Sep 2020 0 repositories listed
• TSV Extrusion Morphology Classification Using Deep Convolutional Neural Networks
  22 Sep 2020 0 repositories listed
• Semi-supervised Semantic Segmentation of Prostate and Organs-at-Risk on 3D Pelvic CT Images
  21 Sep 2020 0 repositories listed
• NEU at WNUT-2020 Task 2: Data Augmentation To Tell BERT That Death Is Not Necessarily Informative
  18 Sep 2020 0 repositories listed
• DeepC2: AI-powered Covert Command and Control on OSNs
  16 Sep 2020 0 repositories listed
• Improving Joint Layer RNN based Keyphrase Extraction by Using Syntactical Features
  15 Sep 2020 0 repositories listed
• Data Augmentation and Clustering for Vehicle Make/Model Classification
  14 Sep 2020 0 repositories listed
• Contrastive Self-supervised Learning for Graph Classification
  13 Sep 2020 0 repositories listed
• PolSAR Image Classification Based on Robust Low-Rank Feature Extraction and Markov Random Field
  13 Sep 2020 0 repositories listed
• PiaNet: A pyramid input augmented convolutional neural network for GGO detection in 3D lung CT scans
  11 Sep 2020 0 repositories listed
• Accelerating Real-Time Question Answering via Question Generation
  10 Sep 2020 0 repositories listed
• On Target Segmentation for Direct Speech Translation
  10 Sep 2020 0 repositories listed
• On the Orthogonality of Knowledge Distillation with Other Techniques: From an Ensemble Perspective
  9 Sep 2020 0 repositories listed
• Revealing Lung Affections from CTs. A Comparative Analysis of Various Deep Learning Approaches for Dealing with Volumetric Data
  9 Sep 2020 0 repositories listed
• ERNIE at SemEval-2020 Task 10: Learning Word Emphasis Selection by Pre-trained Language Model
  8 Sep 2020 0 repositories listed
• Intraoperative Liver Surface Completion with Graph Convolutional VAE
  8 Sep 2020 0 repositories listed
• Simple is Better! Lightweight Data Augmentation for Low Resource Slot Filling and Intent Classification
  8 Sep 2020 0 repositories listed
• FusionNet: Enhanced Beam Prediction for mmWave Communications Using Sub-6GHz Channel and A Few Pilots
  6 Sep 2020 0 repositories listed
• The 2ST-UNet for Pneumothorax Segmentation in Chest X-Rays using ResNet34 as a Backbone for U-Net
  6 Sep 2020 0 repositories listed
• Data Augmentation for Electrocardiogram Classification with Deep Neural Network
  5 Sep 2020 0 repositories listed
• A general approach to bridge the reality-gap
  3 Sep 2020 0 repositories listed
• MixBoost: Synthetic Oversampling with Boosted Mixup for Handling Extreme Imbalance
  3 Sep 2020 0 repositories listed
• A Practical Layer-Parallel Training Algorithm for Residual Networks
  3 Sep 2020 0 repositories listed
• Physics-Consistent Data-driven Waveform Inversion with Adaptive Data Augmentation
  3 Sep 2020 0 repositories listed
• Breast mass detection in digital mammography based on anchor-free architecture
  2 Sep 2020 0 repositories listed
• Evaluation of Deep Convolutional Generative Adversarial Networks for data augmentation of chest X-ray images
  2 Sep 2020 0 repositories listed
• Robust Object Classification Approach using Spherical Harmonics
  2 Sep 2020 0 repositories listed
• Quality-aware semi-supervised learning for CMR segmentation
  1 Sep 2020 0 repositories listed
• To augment or not to augment? Data augmentation in user identification based on motion sensors
  1 Sep 2020 0 repositories listed
• QMUL-SDS at CheckThat! 2020: Determining COVID-19 Tweet Check-Worthiness Using an Enhanced CT-BERT with Numeric Expressions
  30 Aug 2020 0 repositories listed
• Distortion-Adaptive Grape Bunch Counting for Omnidirectional Images
  28 Aug 2020 0 repositories listed
• Graph Convolutional Neural Networks with Node Transition Probability-based Message Passing and DropNode Regularization
  28 Aug 2020 0 repositories listed
• Defect Prediction of Railway Wheel Flats based on Hilbert Transform and Wavelet Packet Decomposition
  27 Aug 2020 0 repositories listed
• Fingerprint Feature Extraction by Combining Texture, Minutiae, and Frequency Spectrum Using Multi-Task CNN
  27 Aug 2020 0 repositories listed
• Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition
  26 Aug 2020 0 repositories listed
• Synthetic Sample Selection via Reinforcement Learning
  26 Aug 2020 0 repositories listed
• Data augmentation techniques for the Video Question Answering task
  22 Aug 2020 0 repositories listed
• Memory-based Jitter: Improving Visual Recognition on Long-tailed Data with Diversity In Memory
  22 Aug 2020 0 repositories listed
• Self-Competitive Neural Networks
  22 Aug 2020 0 repositories listed
• On Nondeterminism and Instability in Optimizing Neural Networks
  21 Aug 2020 0 repositories listed
• Team DoNotDistribute at SemEval-2020 Task 11: Features, Finetuning, and Data Augmentation in Neural Models for Propaganda Detection in News Articles
  21 Aug 2020 0 repositories listed
• A Data-Efficient Deep Learning Based Smartphone Application For Detection Of Pulmonary Diseases Using Chest X-rays
  19 Aug 2020 0 repositories listed
• Addressing Neural Network Robustness with Mixup and Targeted Labeling Adversarial Training
  19 Aug 2020 0 repositories listed
• Fully automated deep learning based segmentation of normal, infarcted and edema regions from multiple cardiac MRI sequences
  18 Aug 2020 0 repositories listed
• Robust Handwriting Recognition with Limited and Noisy Data
  18 Aug 2020 0 repositories listed
• Cross-Modality 3D Object Detection
  16 Aug 2020 0 repositories listed
• A Deep Convolutional Neural Network for the Detection of Polyps in Colonoscopy Images
  15 Aug 2020 0 repositories listed
• Distillation-Based Semi-Supervised Federated Learning for Communication-Efficient Collaborative Training with Non-IID Private Data
  14 Aug 2020 0 repositories listed
• Optimized Deep Encoder-Decoder Methods for Crack Segmentation
  14 Aug 2020 0 repositories listed
• Improving the Performance of Fine-Grain Image Classifiers via Generative Data Augmentation
  12 Aug 2020 0 repositories listed
• Mask Detection and Breath Monitoring from Speech: on Data Augmentation, Feature Representation and Modeling
  12 Aug 2020 0 repositories listed
• Implanting Synthetic Lesions for Improving Liver Lesion Segmentation in CT Exams
  11 Aug 2020 0 repositories listed
• PX-NET: Simple and Efficient Pixel-Wise Training of Photometric Stereo Networks
  11 Aug 2020 0 repositories listed
• Surgical Mask Detection with Convolutional Neural Networks and Data Augmentations on Spectrograms
  11 Aug 2020 0 repositories listed
• Transformer with Bidirectional Decoder for Speech Recognition
  11 Aug 2020 0 repositories listed
• Variable frame rate-based data augmentation to handle speaking-style variability for automatic speaker verification
  8 Aug 2020 0 repositories listed
• Improving the Accuracy of Global Forecasting Models using Time Series Data Augmentation
  6 Aug 2020 0 repositories listed
• On the Accuracy of CRNNs for Line-Based OCR: A Multi-Parameter Evaluation
  6 Aug 2020 0 repositories listed
• Retrieve Synonymous keywords for Frequent Queries in Sponsored Search in a Data Augmentation Way
  5 Aug 2020 0 repositories listed
• Autoencoder Image Interpolation by Shaping the Latent Space
  4 Aug 2020 0 repositories listed
• From Human Mesenchymal Stromal Cells to Osteosarcoma Cells Classification by Deep Learning
  4 Aug 2020 0 repositories listed
• Spherical Feature Transform for Deep Metric Learning
  4 Aug 2020 0 repositories listed
• Generalisable Cardiac Structure Segmentation via Attentional and Stacked Image Adaptation
  3 Aug 2020 0 repositories listed
• Mixup-CAM: Weakly-supervised Semantic Segmentation via Uncertainty Regularization
  3 Aug 2020 0 repositories listed
• Multi-Class 3D Object Detection Within Volumetric 3D Computed Tomography Baggage Security Screening Imagery
  3 Aug 2020 0 repositories listed
• Multimodal Semi-supervised Learning Framework for Punctuation Prediction in Conversational Speech
  3 Aug 2020 0 repositories listed
• Removing Backdoor-Based Watermarks in Neural Networks with Limited Data
  2 Aug 2020 0 repositories listed
• Adversarial Data Augmentation via Deformation Statistics
  1 Aug 2020 0 repositories listed
• AutoMix: Mixup Networks for Sample Interpolation via Cooperative Barycenter Learning
  1 Aug 2020 0 repositories listed
• Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler
  1 Aug 2020 0 repositories listed
• Generative View-Correlation Adaptation for Semi-Supervised Multi-View Learning
  1 Aug 2020 0 repositories listed
• Joint Generative Learning and Super-Resolution For Real-World Camera-Screen Degradation
  1 Aug 2020 0 repositories listed
• Learning Object Placement by Inpainting for Compositional Data Augmentation
  1 Aug 2020 0 repositories listed
• LungRN+NL: An Improved Adventitious Lung Sound Classification Using Non-Local Block ResNet Neural Network with Mixup Data Augmentation
  1 Aug 2020 0 repositories listed
• Rethinking the Defocus Blur Detection Problem and A Real-Time Deep DBD Model
  1 Aug 2020 0 repositories listed
• Towards Automated Testing and Robustification by Semantic Adversarial Data Generation
  1 Aug 2020 0 repositories listed
• An Acoustic Segment Model Based Segment Unit Selection Approach to Acoustic Scene Classification with Partial Utterances
  31 Jul 2020 0 repositories listed
• Paying Per-label Attention for Multi-label Extraction from Radiology Reports
  31 Jul 2020 0 repositories listed
• A Data Augmentation-based Defense Method Against Adversarial Attacks in Neural Networks
  30 Jul 2020 0 repositories listed
• Learning from Few Samples: A Survey
  30 Jul 2020 0 repositories listed
• Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction
  29 Jul 2020 0 repositories listed
• Reliable Tuberculosis Detection using Chest X-ray with Deep Learning, Segmentation and Visualization
  29 Jul 2020 0 repositories listed
• Representation Learning with Video Deep InfoMax
  27 Jul 2020 0 repositories listed
• Semi-Supervised Learning with Data Augmentation for End-to-End ASR
  27 Jul 2020 0 repositories listed
• Towards Accuracy-Fairness Paradox: Adversarial Example-based Data Augmentation for Visual Debiasing
  27 Jul 2020 0 repositories listed
• Counting Fish and Dolphins in Sonar Images Using Deep Learning
  24 Jul 2020 0 repositories listed