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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 70 of 84: papers 6,901 to 7,000 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.

• ALT-MAS: A Data-Efficient Framework for Active Testing of Machine Learning Algorithms
  11 Apr 2021 0 repositories listed
• RaidaR: A Rich Annotated Image Dataset of Rainy Street Scenes
  9 Apr 2021 0 repositories listed
• Robust Training of Social Media Image Classification Models for Rapid Disaster Response
  9 Apr 2021 0 repositories listed
• The NTNU Taiwanese ASR System for Formosa Speech Recognition Challenge 2020
  9 Apr 2021 0 repositories listed
• Exploring Machine Speech Chain for Domain Adaptation and Few-Shot Speaker Adaptation
  8 Apr 2021 0 repositories listed
• Handling Climate Change Using Counterfactuals: Using Counterfactuals in Data Augmentation to Predict Crop Growth in an Uncertain Climate Future
  8 Apr 2021 0 repositories listed
• Analysis Towards Classification of Infection and Ischaemia of Diabetic Foot Ulcers
  7 Apr 2021 0 repositories listed
• Bootstrapping Your Own Positive Sample: Contrastive Learning With Electronic Health Record Data
  7 Apr 2021 0 repositories listed
• Correlation Sketches for Approximate Join-Correlation Queries
  7 Apr 2021 0 repositories listed
• Track, Check, Repeat: An EM Approach to Unsupervised Tracking
  7 Apr 2021 0 repositories listed
• Achieving Domain Generalization in Underwater Object Detection by Domain Mixup and Contrastive Learning
  6 Apr 2021 0 repositories listed
• Generalization of GANs and overparameterized models under Lipschitz continuity
  6 Apr 2021 0 repositories listed
• Personalized Speech Enhancement through Self-Supervised Data Augmentation and Purification
  5 Apr 2021 0 repositories listed
• Intent Recognition and Unsupervised Slot Identification for Low Resourced Spoken Dialog Systems
  3 Apr 2021 0 repositories listed
• MR-Contrast-Aware Image-to-Image Translations with Generative Adversarial Networks
  3 Apr 2021 0 repositories listed
• Topological Regularization for Graph Neural Networks Augmentation
  3 Apr 2021 0 repositories listed
• Data Augmentation with Manifold Barycenters
  2 Apr 2021 0 repositories listed
• Multi-class motion-based semantic segmentation for ureteroscopy and laser lithotripsy
  2 Apr 2021 0 repositories listed
• On the Pitfalls of Learning with Limited Data: A Facial Expression Recognition Case Study
  2 Apr 2021 0 repositories listed
• A Case Study of Efficacy and Challenges in Practical Human-in-Loop Evaluation of NLP Systems Using Checklist
  1 Apr 2021 0 repositories listed
• A Contextual Word Embedding for Arabic Sarcasm Detection with Random Forests
  1 Apr 2021 0 repositories listed
• GABO: Graph Augmentations with Bi-level Optimization
  1 Apr 2021 0 repositories listed
• Sarcasm and Sentiment Detection In Arabic Tweets Using BERT-based Models and Data Augmentation
  1 Apr 2021 0 repositories listed
• An Exploration of Data Augmentation Techniques for Improving English to Tigrinya Translation
  31 Mar 2021 0 repositories listed
• SpecAugment++: A Hidden Space Data Augmentation Method for Acoustic Scene Classification
  31 Mar 2021 0 repositories listed
• Data augmentation for dealing with low sampling rates in NILM
  30 Mar 2021 0 repositories listed
• Improving robustness against common corruptions with frequency biased models
  30 Mar 2021 0 repositories listed
• Large Scale Autonomous Driving Scenarios Clustering with Self-supervised Feature Extraction
  30 Mar 2021 0 repositories listed
• Unsupervised Disentanglement of Linear-Encoded Facial Semantics
  30 Mar 2021 0 repositories listed
• Contextual Scene Augmentation and Synthesis via GSACNet
  29 Mar 2021 0 repositories listed
• Improved Meta-Learning Training for Speaker Verification
  29 Mar 2021 0 repositories listed
• Learning Domain Invariant Representations for Generalizable Person Re-Identification
  29 Mar 2021 0 repositories listed
• Noise Injection-based Regularization for Point Cloud Processing
  28 Mar 2021 0 repositories listed
• Representation Learning by Ranking under multiple tasks
  28 Mar 2021 0 repositories listed
• Improving prostate whole gland segmentation in t2-weighted MRI with synthetically generated data
  27 Mar 2021 0 repositories listed
• Data Augmentation in Natural Language Processing: A Novel Text Generation Approach for Long and Short Text Classifiers
  26 Mar 2021 0 repositories listed
• An Approach to Improve Robustness of NLP Systems against ASR Errors
  25 Mar 2021 0 repositories listed
• Characterizing and Improving the Robustness of Self-Supervised Learning through Background Augmentations
  23 Mar 2021 0 repositories listed
• Adversarially Optimized Mixup for Robust Classification
  22 Mar 2021 0 repositories listed
• Efficient sign language recognition system and dataset creation method based on deep learning and image processing
  22 Mar 2021 0 repositories listed
• Image Synthesis for Data Augmentation in Medical CT using Deep Reinforcement Learning
  18 Mar 2021 0 repositories listed
• Stride and Translation Invariance in CNNs
  18 Mar 2021 0 repositories listed
• Improving Generalization of Transfer Learning Across Domains Using Spatio-Temporal Features in Autonomous Driving
  15 Mar 2021 0 repositories listed
• Semi-supervised learning by selective training with pseudo labels via confidence estimation
  15 Mar 2021 0 repositories listed
• XLST: Cross-lingual Self-training to Learn Multilingual Representation for Low Resource Speech Recognition
  15 Mar 2021 0 repositories listed
• Principled Ultrasound Data Augmentation for Classification of Standard Planes
  14 Mar 2021 0 repositories listed
• Continuous 3D Multi-Channel Sign Language Production via Progressive Transformers and Mixture Density Networks
  11 Mar 2021 0 repositories listed
• Robust 2D/3D Vehicle Parsing in CVIS
  11 Mar 2021 0 repositories listed
• BrainNetGAN: Data augmentation of brain connectivity using generative adversarial network for dementia classification
  10 Mar 2021 0 repositories listed
• Evaluating COPY-BLEND Augmentation for Low Level Vision Tasks
  10 Mar 2021 0 repositories listed
• Interpretable bias mitigation for textual data: Reducing gender bias in patient notes while maintaining classification performance
  10 Mar 2021 0 repositories listed
• S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning
  10 Mar 2021 0 repositories listed
• Data augmentation by morphological mixup for solving Raven's Progressive Matrices
  9 Mar 2021 0 repositories listed
• Analysis of Convolutional Decoder for Image Caption Generation
  8 Mar 2021 0 repositories listed
• Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN
  8 Mar 2021 0 repositories listed
• Automated Detection of Coronary Artery Stenosis in X-ray Angiography using Deep Neural Networks
  4 Mar 2021 0 repositories listed
• Neural model robustness for skill routing in large-scale conversational AI systems: A design choice exploration
  4 Mar 2021 0 repositories listed
• Bulk Production Augmentation Towards Explainable Melanoma Diagnosis
  3 Mar 2021 0 repositories listed
• ForceNet: A Graph Neural Network for Large-Scale Quantum Calculations
  2 Mar 2021 0 repositories listed
• Pseudo-labeling for Scalable 3D Object Detection
  2 Mar 2021 0 repositories listed
• A Brief Summary of Interactions Between Meta-Learning and Self-Supervised Learning
  1 Mar 2021 0 repositories listed
• Accounting for Variance in Machine Learning Benchmarks
  1 Mar 2021 0 repositories listed
• ADAADepth: Adapting Data Augmentation and Attention for Self-Supervised Monocular Depth Estimation
  1 Mar 2021 0 repositories listed
• Fool Me Once: Robust Selective Segmentation via Out-of-Distribution Detection with Contrastive Learning
  1 Mar 2021 0 repositories listed
• On the Fairness of Generative Adversarial Networks (GANs)
  1 Mar 2021 0 repositories listed
• Towards Synthesizing Twelve-Lead Electrocardiograms from Two Asynchronous Leads
  28 Feb 2021 0 repositories listed
• N-Shot Learning for Augmenting Task-Oriented Dialogue State Tracking
  27 Feb 2021 0 repositories listed
• Improving Robustness of Learning-based Autonomous Steering Using Adversarial Images
  26 Feb 2021 0 repositories listed
• Data-Driven Incident Detection in Power Distribution Systems
  25 Feb 2021 0 repositories listed
• Learning with invariances in random features and kernel models
  25 Feb 2021 0 repositories listed
• MixSpeech: Data Augmentation for Low-resource Automatic Speech Recognition
  25 Feb 2021 0 repositories listed
• Robust Pollen Imagery Classification with Generative Modeling and Mixup Training
  25 Feb 2021 0 repositories listed
• Understanding Robustness in Teacher-Student Setting: A New Perspective
  25 Feb 2021 0 repositories listed
• An Enhanced Prohibited Items Recognition Model
  24 Feb 2021 0 repositories listed
• Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing
  24 Feb 2021 0 repositories listed
• Generating Human Readable Transcript for Automatic Speech Recognition with Pre-trained Language Model
  22 Feb 2021 0 repositories listed
• Image Captioning using Deep Stacked LSTMs, Contextual Word Embeddings and Data Augmentation
  22 Feb 2021 0 repositories listed
• MixUp Training Leads to Reduced Overfitting and Improved Calibration for the Transformer Architecture
  22 Feb 2021 0 repositories listed
• Fundamental Frequency Feature Normalization and Data Augmentation for Child Speech Recognition
  18 Feb 2021 0 repositories listed
• Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning
  17 Feb 2021 0 repositories listed
• Adaptive Weighting Scheme for Automatic Time-Series Data Augmentation
  16 Feb 2021 0 repositories listed
• Boosting Deep Transfer Learning for COVID-19 Classification
  16 Feb 2021 0 repositories listed
• Semi-Supervised Singing Voice Separation with Noisy Self-Training
  16 Feb 2021 0 repositories listed
• Multi-Scale and Multi-Direction GAN for CNN-Based Single Palm-V ein Identification
  15 Feb 2021 0 repositories listed
• QuickBrowser: A Unified Model to Detect and Read Simple Object in Real-time
  15 Feb 2021 0 repositories listed
• When and How Mixup Improves Calibration
  11 Feb 2021 0 repositories listed
• Auctus: A Dataset Search Engine for Data Augmentation
  10 Feb 2021 0 repositories listed
• Robustness in Compressed Neural Networks for Object Detection
  10 Feb 2021 0 repositories listed
• Enhancing Audio Augmentation Methods with Consistency Learning
  9 Feb 2021 0 repositories listed
• The Role of the Input in Natural Language Video Description
  9 Feb 2021 0 repositories listed
• Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface
  8 Feb 2021 0 repositories listed
• Functional Space Analysis of Local GAN Convergence
  8 Feb 2021 0 repositories listed
• Deep Learning Based Walking Tasks Classification in Older Adults using fNIRS
  8 Feb 2021 0 repositories listed
• Tracking e-cigarette warning label compliance on Instagram with deep learning
  8 Feb 2021 0 repositories listed
• A novel multiple instance learning framework for COVID-19 severity assessment via data augmentation and self-supervised learning
  7 Feb 2021 0 repositories listed
• Boost AI Power: Data Augmentation Strategies with unlabelled Data and Conformal Prediction, a Case in Alternative Herbal Medicine Discrimination with Electronic Nose
  5 Feb 2021 0 repositories listed
• Multispectral Object Detection with Deep Learning
  5 Feb 2021 0 repositories listed
• On the Reproducibility of Neural Network Predictions
  5 Feb 2021 0 repositories listed
• Self-Supervised Deep Graph Embedding with High-Order Information Fusion for Community Discovery
  5 Feb 2021 0 repositories listed
• Two-Stage Augmentation and Adaptive CTC Fusion for Improved Robustness of Multi-Stream End-to-End ASR
  5 Feb 2021 0 repositories listed