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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 76 of 84: papers 7,501 to 7,600 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.

• The NTNU System at the Interspeech 2020 Non-Native Children's Speech ASR Challenge
  18 May 2020 0 repositories listed
• Throwing Darts in the Dark? Detecting Bots with Limited Data using Neural Data Augmentation
  17 May 2020 0 repositories listed
• Leveraging Affective Bidirectional Transformers for Offensive Language Detection
  16 May 2020 0 repositories listed
• "I have vxxx bxx connexxxn!": Facing Packet Loss in Deep Speech Emotion Recognition
  15 May 2020 0 repositories listed
• KEIS@JUST at SemEval-2020 Task 12: Identifying Multilingual Offensive Tweets Using Weighted Ensemble and Fine-Tuned BERT
  15 May 2020 0 repositories listed
• You Do Not Need More Data: Improving End-To-End Speech Recognition by Text-To-Speech Data Augmentation
  14 May 2020 0 repositories listed
• ODVICE: An Ontology-Driven Visual Analytic Tool for Interactive Cohort Extraction
  13 May 2020 0 repositories listed
• Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning
  13 May 2020 0 repositories listed
• Deep Learning on Point Clouds for False Positive Reduction at Nodule Detection in Chest CT Scans
  7 May 2020 0 repositories listed
• Data Augmentation via Mixed Class Interpolation using Cycle-Consistent Generative Adversarial Networks Applied to Cross-Domain Imagery
  5 May 2020 0 repositories listed
• A Causal View on Robustness of Neural Networks
  3 May 2020 0 repositories listed
• Correcting the Autocorrect: Context-Aware Typographical Error Correction via Training Data Augmentation
  3 May 2020 0 repositories listed
• Self-Training with Improved Regularization for Sample-Efficient Chest X-Ray Classification
  3 May 2020 0 repositories listed
• A Comprehensive Survey of Grammar Error Correction
  2 May 2020 0 repositories listed
• Improving Non-autoregressive Neural Machine Translation with Monolingual Data
  2 May 2020 0 repositories listed
• Augmenting Small Data to Classify Contextualized Dialogue Acts for Exploratory Visualization
  1 May 2020 0 repositories listed
• Data Augmentation using Machine Translation for Fake News Detection in the Urdu Language
  1 May 2020 0 repositories listed
• Getting More Data for Low-resource Morphological Inflection: Language Models and Data Augmentation
  1 May 2020 0 repositories listed
• Multilingual Neural Machine Translation involving Indian Languages
  1 May 2020 0 repositories listed
• Multiword Expression aware Neural Machine Translation
  1 May 2020 0 repositories listed
• Neural Symbolic Reader: Scalable Integration of Distributed and Symbolic Representations for Reading Comprehension
  1 May 2020 0 repositories listed
• On the Benefits of Invariance in Neural Networks
  1 May 2020 0 repositories listed
• Stigma Annotation Scheme and Stigmatized Language Detection in Health-Care Discussions on Social Media
  1 May 2020 0 repositories listed
• When is Multi-task Learning Beneficial for Low-Resource Noisy Code-switched User-generated Algerian Texts?
  1 May 2020 0 repositories listed
• Conditional Augmentation for Aspect Term Extraction via Masked Sequence-to-Sequence Generation
  30 Apr 2020 0 repositories listed
• Does Data Augmentation Improve Generalization in NLP?
  30 Apr 2020 0 repositories listed
• Syntax-aware Data Augmentation for Neural Machine Translation
  29 Apr 2020 0 repositories listed
• Adversarial Feature Learning and Unsupervised Clustering based Speech Synthesis for Found Data with Acoustic and Textual Noise
  28 Apr 2020 0 repositories listed
• Deflating Dataset Bias Using Synthetic Data Augmentation
  28 Apr 2020 0 repositories listed
• UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP
  28 Apr 2020 0 repositories listed
• RotEqNet: Rotation-Equivariant Network for Fluid Systems with Symmetric High-Order Tensors
  28 Apr 2020 0 repositories listed
• A scoping review of transfer learning research on medical image analysis using ImageNet
  27 Apr 2020 0 repositories listed
• Low-rank representation of head impact kinematics: A data-driven emulator
  27 Apr 2020 0 repositories listed
• OR-UNet: an Optimized Robust Residual U-Net for Instrument Segmentation in Endoscopic Images
  27 Apr 2020 0 repositories listed
• AutoHR: A Strong End-to-end Baseline for Remote Heart Rate Measurement with Neural Searching
  26 Apr 2020 0 repositories listed
• Bias Busters: Robustifying DL-based Lithographic Hotspot Detectors Against Backdooring Attacks
  26 Apr 2020 0 repositories listed
• Spectral Data Augmentation Techniques to quantify Lung Pathology from CT-images
  24 Apr 2020 0 repositories listed
• Encoding Power Traces as Images for Efficient Side-Channel Analysis
  23 Apr 2020 0 repositories listed
• DeepSubQE: Quality estimation for subtitle translations
  22 Apr 2020 0 repositories listed
• Importance of Data Loading Pipeline in Training Deep Neural Networks
  21 Apr 2020 0 repositories listed
• MixPUL: Consistency-based Augmentation for Positive and Unlabeled Learning
  20 Apr 2020 0 repositories listed
• Data Augmentation Imbalance For Imbalanced Attribute Classification
  19 Apr 2020 0 repositories listed
• Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation
  19 Apr 2020 0 repositories listed
• Incorporating Multiple Cluster Centers for Multi-Label Learning
  17 Apr 2020 0 repositories listed
• Object Detection and Recognition of Swap-Bodies using Camera mounted on a Vehicle
  17 Apr 2020 0 repositories listed
• YuruGAN: Yuru-Chara Mascot Generator Using Generative Adversarial Networks With Clustering Small Dataset
  17 Apr 2020 0 repositories listed
• WQT and DG-YOLO: towards domain generalization in underwater object detection
  14 Apr 2020 0 repositories listed
• Data augmentation using generative networks to identify dementia
  13 Apr 2020 0 repositories listed
• SFE-GACN: A Novel Unknown Attack Detection Method Using Intra Categories Generation in Embedding Space
  12 Apr 2020 0 repositories listed
• AdaNN: Adaptive Neural Network-based Equalizer via Online Semi-supervised Learning
  10 Apr 2020 0 repositories listed
• Fully Automatic Electrocardiogram Classification System based on Generative Adversarial Network with Auxiliary Classifier
  10 Apr 2020 0 repositories listed
• Joint translation and unit conversion for end-to-end localization
  10 Apr 2020 0 repositories listed
• Inspector Gadget: A Data Programming-based Labeling System for Industrial Images
  7 Apr 2020 0 repositories listed
• Pyramid Focusing Network for mutation prediction and classification in CT images
  7 Apr 2020 0 repositories listed
• Re-translation versus Streaming for Simultaneous Translation
  7 Apr 2020 0 repositories listed
• Dictionary-based Data Augmentation for Cross-Domain Neural Machine Translation
  6 Apr 2020 0 repositories listed
• Incorporating Bilingual Dictionaries for Low Resource Semi-Supervised Neural Machine Translation
  5 Apr 2020 0 repositories listed
• CNN-MoE based framework for classification of respiratory anomalies and lung disease detection
  4 Apr 2020 0 repositories listed
• Quantifying Data Augmentation for LiDAR based 3D Object Detection
  3 Apr 2020 0 repositories listed
• Improving 3D Object Detection through Progressive Population Based Augmentation
  2 Apr 2020 0 repositories listed
• The RWTH ASR System for TED-LIUM Release 2: Improving Hybrid HMM with SpecAugment
  2 Apr 2020 0 repositories listed
• Physically Realizable Adversarial Examples for LiDAR Object Detection
  1 Apr 2020 0 repositories listed
• Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning
  1 Apr 2020 0 repositories listed
• Characterizing Speech Adversarial Examples Using Self-Attention U-Net Enhancement
  31 Mar 2020 0 repositories listed
• Pathological Retinal Region Segmentation From OCT Images Using Geometric Relation Based Augmentation
  31 Mar 2020 0 repositories listed
• Lesion Conditional Image Generation for Improved Segmentation of Intracranial Hemorrhage from CT Images
  30 Mar 2020 0 repositories listed
• Low resource language dataset creation, curation and classification: Setswana and Sepedi -- Extended Abstract
  30 Mar 2020 0 repositories listed
• A Close Look at Deep Learning with Small Data
  28 Mar 2020 0 repositories listed
• Gradient-based Data Augmentation for Semi-Supervised Learning
  28 Mar 2020 0 repositories listed
• Heavy-tailed Representations, Text Polarity Classification & Data Augmentation
  25 Mar 2020 0 repositories listed
• Fast Cross-domain Data Augmentation through Neural Sentence Editing
  23 Mar 2020 0 repositories listed
• Acoustic Scene Classification with Squeeze-Excitation Residual Networks
  20 Mar 2020 0 repositories listed
• RADIOGAN: Deep Convolutional Conditional Generative adversarial Network To Generate PET Images
  19 Mar 2020 0 repositories listed
• Augmented Parallel-Pyramid Net for Attention Guided Pose-Estimation
  17 Mar 2020 0 repositories listed
• Experimenting with Convolutional Neural Network Architectures for the automatic characterization of Solitary Pulmonary Nodules' malignancy rating
  15 Mar 2020 0 repositories listed
• End-to-end Recurrent Denoising Autoencoder Embeddings for Speaker Identification
  13 Mar 2020 0 repositories listed
• On the effectiveness of convolutional autoencoders on image-based personalized recommender systems
  13 Mar 2020 0 repositories listed
• A Fourier Domain Feature Approach for Human Activity Recognition & Fall Detection
  11 Mar 2020 0 repositories listed
• Stateful Premise Selection by Recurrent Neural Networks
  11 Mar 2020 0 repositories listed
• Recommender Systems Based on Generative Adversarial Networks: A Problem-Driven Perspective
  5 Mar 2020 0 repositories listed
• Evaluating Low-Resource Machine Translation between Chinese and Vietnamese with Back-Translation
  4 Mar 2020 0 repositories listed
• DeepSperm: A robust and real-time bull sperm-cell detection in densely populated semen videos
  3 Mar 2020 0 repositories listed
• XGPT: Cross-modal Generative Pre-Training for Image Captioning
  3 Mar 2020 0 repositories listed
• Hybrid Deep Learning for Detecting Lung Diseases from X-ray Images
  2 Mar 2020 0 repositories listed
• Augmented Cyclic Consistency Regularization for Unpaired Image-to-Image Translation
  29 Feb 2020 0 repositories listed
• Do CNNs Encode Data Augmentations?
  29 Feb 2020 0 repositories listed
• Time Series Data Augmentation for Deep Learning: A Survey
  27 Feb 2020 0 repositories listed
• Unshuffling Data for Improved Generalization
  27 Feb 2020 0 repositories listed
• Data Augmentation for Personal Knowledge Base Population
  23 Feb 2020 0 repositories listed
• A Multi-view Perspective of Self-supervised Learning
  22 Feb 2020 0 repositories listed
• Automatic Data Augmentation via Deep Reinforcement Learning for Effective Kidney Tumor Segmentation
  22 Feb 2020 0 repositories listed
• Data Augmentation for Copy-Mechanism in Dialogue State Tracking
  22 Feb 2020 0 repositories listed
• Training Question Answering Models From Synthetic Data
  22 Feb 2020 0 repositories listed
• Greedy Policy Search: A Simple Baseline for Learnable Test-Time Augmentation
  21 Feb 2020 0 repositories listed
• RobustTAD: Robust Time Series Anomaly Detection via Decomposition and Convolutional Neural Networks
  21 Feb 2020 0 repositories listed
• Affinity and Diversity: Quantifying Mechanisms of Data Augmentation
  20 Feb 2020 0 repositories listed
• Deep Multi-Facial Patches Aggregation Network For Facial Expression Recognition
  20 Feb 2020 0 repositories listed
• Wavesplit: End-to-End Speech Separation by Speaker Clustering
  20 Feb 2020 0 repositories listed
• CNN-based approach for glaucoma diagnosis using transfer learning and LBP-based data augmentation
  19 Feb 2020 0 repositories listed
• Unsupervised Temporal Feature Aggregation for Event Detection in Unstructured Sports Videos
  19 Feb 2020 0 repositories listed