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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 81 of 84: papers 8,001 to 8,100 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.

• Towards Visible and Thermal Drone Monitoring with Convolutional Neural Networks
  19 Dec 2018 0 repositories listed
• Improving Face Detection Performance with 3D-Rendered Synthetic Data
  18 Dec 2018 0 repositories listed
• Not Using the Car to See the Sidewalk: Quantifying and Controlling the Effects of Context in Classification and Segmentation
  17 Dec 2018 0 repositories listed
• Towards Robust Human Activity Recognition from RGB Video Stream with Limited Labeled Data
  16 Dec 2018 0 repositories listed
• Imitation Learning for End to End Vehicle Longitudinal Control with Forward Camera
  14 Dec 2018 0 repositories listed
• EDF: Ensemble, Distill, and Fuse for Easy Video Labeling
  10 Dec 2018 0 repositories listed
• Pretraining by Backtranslation for End-to-end ASR in Low-Resource Settings
  10 Dec 2018 0 repositories listed
• Generation of Synthetic Electronic Medical Record Text
  6 Dec 2018 0 repositories listed
• ROI-10D: Monocular Lifting of 2D Detection to 6D Pose and Metric Shape
  6 Dec 2018 0 repositories listed
• Transferable Natural Language Interface to Structured Queries aided by Adversarial Generation
  4 Dec 2018 0 repositories listed
• Unsupervised Domain Adaptation using Generative Models and Self-ensembling
  2 Dec 2018 0 repositories listed
• Contrastive Learning from Pairwise Measurements
  1 Dec 2018 0 repositories listed
• Cross-Lingual Approaches to Reference Resolution in Dialogue Systems
  27 Nov 2018 0 repositories listed
• CT organ segmentation using GPU data augmentation, unsupervised labels and IOU loss
  27 Nov 2018 0 repositories listed
• Combining High-Level Features of Raw Audio Waves and Mel-Spectrograms for Audio Tagging
  26 Nov 2018 0 repositories listed
• GANsfer Learning: Combining labelled and unlabelled data for GAN based data augmentation
  26 Nov 2018 0 repositories listed
• Natural language understanding for task oriented dialog in the biomedical domain in a low resources context
  23 Nov 2018 0 repositories listed
• Towards Robust Neural Networks with Lipschitz Continuity
  22 Nov 2018 0 repositories listed
• Learning to Detect Instantaneous Changes with Retrospective Convolution and Static Sample Synthesis
  20 Nov 2018 0 repositories listed
• Analysis of DNN Speech Signal Enhancement for Robust Speaker Recognition
  19 Nov 2018 0 repositories listed
• Transfer Learning with Deep CNNs for Gender Recognition and Age Estimation
  18 Nov 2018 0 repositories listed
• Deep learning framework DNN with conditional WGAN for protein solubility prediction
  17 Nov 2018 0 repositories listed
• Integrating domain knowledge: using hierarchies to improve deep classifiers
  17 Nov 2018 0 repositories listed
• AclNet: efficient end-to-end audio classification CNN
  16 Nov 2018 0 repositories listed
• ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks
  14 Nov 2018 0 repositories listed
• Deep Neural Network Augmentation: Generating Faces for Affect Analysis
  12 Nov 2018 0 repositories listed
• Learning data augmentation policies using augmented random search
  12 Nov 2018 0 repositories listed
• Automatic kidney segmentation in ultrasound images using subsequent boundary distance regression and pixelwise classification networks
  12 Nov 2018 0 repositories listed
• Imagining an Engineer: On GAN-Based Data Augmentation Perpetuating Biases
  9 Nov 2018 0 repositories listed
• ColorUNet: A convolutional classification approach to colorization
  7 Nov 2018 0 repositories listed
• An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding
  6 Nov 2018 0 repositories listed
• Texture Synthesis Guided Deep Hashing for Texture Image Retrieval
  4 Nov 2018 0 repositories listed
• Automated Theorem Proving in Intuitionistic Propositional Logic by Deep Reinforcement Learning
  2 Nov 2018 0 repositories listed
• Pixel Level Data Augmentation for Semantic Image Segmentation using Generative Adversarial Networks
  1 Nov 2018 0 repositories listed
• Disentangling Correlated Speaker and Noise for Speech Synthesis via Data Augmentation and Adversarial Factorization
  30 Oct 2018 0 repositories listed
• Hallucinations in neural machine translation
  30 Oct 2018 0 repositories listed
• Shape and Margin-Aware Lung Nodule Classification in Low-dose CT Images via Soft Activation Mapping
  30 Oct 2018 0 repositories listed
• Automatic CNN-based detection of cardiac MR motion artefacts using k-space data augmentation and curriculum learning
  29 Oct 2018 0 repositories listed
• Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks
  27 Oct 2018 0 repositories listed
• Deep Poisson gamma dynamical systems
  26 Oct 2018 0 repositories listed
• An Adversarial Learning Approach to Medical Image Synthesis for Lesion Detection
  25 Oct 2018 0 repositories listed
• Learn to Code-Switch: Data Augmentation using Copy Mechanism on Language Modeling
  24 Oct 2018 0 repositories listed
• Improving label efficiency through multi-task learning on auditory data
  22 Oct 2018 0 repositories listed
• Proactive Security: Embedded AI Solution for Violent and Abusive Speech Recognition
  22 Oct 2018 0 repositories listed
• Deep multi-survey classification of variable stars
  21 Oct 2018 0 repositories listed
• Detecting cities in aerial night-time images by learning structural invariants using single reference augmentation
  19 Oct 2018 0 repositories listed
• Automatic Brain Tumor Segmentation using Convolutional Neural Networks with Test-Time Augmentation
  18 Oct 2018 0 repositories listed
• Multi-Source Neural Machine Translation with Data Augmentation
  16 Oct 2018 0 repositories listed
• Learning to fail: Predicting fracture evolution in brittle material models using recurrent graph convolutional neural networks
  14 Oct 2018 0 repositories listed
• Efficient Augmentation via Data Subsampling
  11 Oct 2018 0 repositories listed
• PANDA: AdaPtive Noisy Data Augmentation for Regularization of Undirected Graphical Models
  11 Oct 2018 0 repositories listed
• Perfusion parameter estimation using neural networks and data augmentation
  11 Oct 2018 0 repositories listed
• Deep Geodesic Learning for Segmentation and Anatomical Landmarking
  6 Oct 2018 0 repositories listed
• Transfer Incremental Learning using Data Augmentation
  4 Oct 2018 0 repositories listed
• Extreme Augmentation : Can deep learning based medical image segmentation be trained using a single manually delineated scan?
  3 Oct 2018 0 repositories listed
• Learning Noise-Invariant Representations for Robust Speech Recognition
  2 Oct 2018 0 repositories listed
• Data Augmentation for Neural Online Chats Response Selection
  1 Oct 2018 0 repositories listed
• IPS-WASEDA system at CoNLL--SIGMORPHON 2018 Shared Task on morphological inflection
  1 Oct 2018 0 repositories listed
• Sheffield Submissions for WMT18 Multimodal Translation Shared Task
  1 Oct 2018 0 repositories listed
• Tübingen-Oslo system at SIGMORPHON shared task on morphological inflection. A multi-tasking multilingual sequence to sequence model.
  1 Oct 2018 0 repositories listed
• Tencent Neural Machine Translation Systems for WMT18
  1 Oct 2018 0 repositories listed
• The MLLP-UPV German-English Machine Translation System for WMT18
  1 Oct 2018 0 repositories listed
• Deep Learning for End-to-End Atrial Fibrillation Recurrence Estimation
  30 Sep 2018 0 repositories listed
• DeepSSM: A Deep Learning Framework for Statistical Shape Modeling from Raw Images
  28 Sep 2018 0 repositories listed
• Hallucinations in Neural Machine Translation
  27 Sep 2018 0 repositories listed
• Improving Myocardium Segmentation in Cardiac CT Angiography using Spectral Information
  27 Sep 2018 0 repositories listed
• Theoretical and Empirical Study of Adversarial Examples
  27 Sep 2018 0 repositories listed
• Unsupervised Adversarial Invariance
  26 Sep 2018 0 repositories listed
• Flexible Mixture Modeling on Constrained Spaces
  24 Sep 2018 0 repositories listed
• Déjà Vu: an empirical evaluation of the memorization properties of ConvNets
  17 Sep 2018 0 repositories listed
• Adapting Semantic Segmentation Models for Changes in Illumination and Camera Perspective
  13 Sep 2018 0 repositories listed
• Label Denoising with Large Ensembles of Heterogeneous Neural Networks
  12 Sep 2018 0 repositories listed
• Capsule Deep Neural Network for Recognition of Historical Graffiti Handwriting
  11 Sep 2018 0 repositories listed
• Data Augmentation for Spoken Language Understanding via Joint Variational Generation
  7 Sep 2018 0 repositories listed
• Skin lesion classification with ensemble of squeeze-and-excitation networks and semi-supervised learning
  7 Sep 2018 0 repositories listed
• On the Importance of Visual Context for Data Augmentation in Scene Understanding
  6 Sep 2018 0 repositories listed
• Data Augmentation for Neural Online Chat Response Selection
  3 Sep 2018 0 repositories listed
• AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation
  1 Sep 2018 0 repositories listed
• Multi-object Tracking with Neural Gating Using Bilinear LSTM
  1 Sep 2018 0 repositories listed
• Open Source Dataset and Machine Learning Techniques for Automatic Recognition of Historical Graffiti
  31 Aug 2018 0 repositories listed
• The Impact of Preprocessing on Deep Representations for Iris Recognition on Unconstrained Environments
  29 Aug 2018 0 repositories listed
• How many labeled license plates are needed?
  25 Aug 2018 0 repositories listed
• Atherosclerotic carotid plaques on panoramic imaging: an automatic detection using deep learning with small dataset
  24 Aug 2018 0 repositories listed
• DOPING: Generative Data Augmentation for Unsupervised Anomaly Detection with GAN
  23 Aug 2018 0 repositories listed
• Reducing Gender Bias in Abusive Language Detection
  22 Aug 2018 0 repositories listed
• SwitchOut: an Efficient Data Augmentation Algorithm for Neural Machine Translation
  22 Aug 2018 0 repositories listed
• In Defense of Single-column Networks for Crowd Counting
  18 Aug 2018 0 repositories listed
• Whole-Slide Mitosis Detection in H&E Breast Histology Using PHH3 as a Reference to Train Distilled Stain-Invariant Convolutional Networks
  17 Aug 2018 0 repositories listed
• Egocentric Gesture Recognition for Head-Mounted AR devices
  16 Aug 2018 0 repositories listed
• Learning Invariances using the Marginal Likelihood
  16 Aug 2018 0 repositories listed
• Deep Learning using K-space Based Data Augmentation for Automated Cardiac MR Motion Artefact Detection
  15 Aug 2018 0 repositories listed
• Automatic Airway Segmentation in chest CT using Convolutional Neural Networks
  14 Aug 2018 0 repositories listed
• Automatic Plaque Detection in IVOCT Pullbacks Using Convolutional Neural Networks
  13 Aug 2018 0 repositories listed
• Beyond Pixel Norm-Balls: Parametric Adversaries using an Analytically Differentiable Renderer
  8 Aug 2018 0 repositories listed
• Normalization Before Shaking Toward Learning Symmetrically Distributed Representation Without Margin in Speech Emotion Recognition
  2 Aug 2018 0 repositories listed
• Aggression Detection in Social Media: Using Deep Neural Networks, Data Augmentation, and Pseudo Labeling
  1 Aug 2018 0 repositories listed
• Data Augmentation for Robust Keyword Spotting under Playback Interference
  1 Aug 2018 0 repositories listed
• Identifying Aggression and Toxicity in Comments using Capsule Network
  1 Aug 2018 0 repositories listed
• Weather Classification: A new multi-class dataset, data augmentation approach and comprehensive evaluations of Convolutional Neural Networks
  1 Aug 2018 0 repositories listed
• Gender Privacy: An Ensemble of Semi Adversarial Networks for Confounding Arbitrary Gender Classifiers
  31 Jul 2018 0 repositories listed