Browse State-of-the-Art › Data Augmentation › Papers, page 82

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 82 of 84: papers 8,101 to 8,200 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.

• Acoustic and Textual Data Augmentation for Improved ASR of Code-Switching Speech
  28 Jul 2018 0 repositories listed
• Back-Translation-Style Data Augmentation for End-to-End ASR
  28 Jul 2018 0 repositories listed
• Characters Detection on Namecard with faster RCNN
  27 Jul 2018 0 repositories listed
• Deep Learning Methods and Applications for Region of Interest Detection in Dermoscopic Images
  27 Jul 2018 0 repositories listed
• Medical Image Synthesis for Data Augmentation and Anonymization using Generative Adversarial Networks
  26 Jul 2018 0 repositories listed
• ISIC 2017 Skin Lesion Segmentation Using Deep Encoder-Decoder Network
  24 Jul 2018 0 repositories listed
• Automatic Speech Recognition for Humanitarian Applications in Somali
  23 Jul 2018 0 repositories listed
• Improving Automatic Skin Lesion Segmentation using Adversarial Learning based Data Augmentation
  23 Jul 2018 0 repositories listed
• Bio-Measurements Estimation and Support in Knee Recovery through Machine Learning
  19 Jul 2018 0 repositories listed
• Learning Noise-Invariant Representations for Robust Speech Recognition
  17 Jul 2018 0 repositories listed
• Robust Deep Multi-modal Learning Based on Gated Information Fusion Network
  17 Jul 2018 0 repositories listed
• Deep neural network ensemble by data augmentation and bagging for skin lesion classification
  15 Jul 2018 0 repositories listed
• Semi-supervised Feature Learning For Improving Writer Identification
  15 Jul 2018 0 repositories listed
• Deep semi-supervised segmentation with weight-averaged consistency targets
  12 Jul 2018 0 repositories listed
• Hydranet: Data Augmentation for Regression Neural Networks
  12 Jul 2018 0 repositories listed
• Subsampled Turbulence Removal Network
  12 Jul 2018 0 repositories listed
• Deep Learning Hyperspectral Image Classification Using Multiple Class-based Denoising Autoencoders, Mixed Pixel Training Augmentation, and Morphological Operations
  11 Jul 2018 0 repositories listed
• High-Resolution Mammogram Synthesis using Progressive Generative Adversarial Networks
  9 Jul 2018 0 repositories listed
• Data Augmentation for Detection of Architectural Distortion in Digital Mammography using Deep Learning Approach
  6 Jul 2018 0 repositories listed
• HAMLET: Hierarchical Harmonic Filters for Learning Tracts from Diffusion MRI
  3 Jul 2018 0 repositories listed
• Learning under selective labels in the presence of expert consistency
  2 Jul 2018 0 repositories listed
• CMMC-BDRC Solution to the NLP-TEA-2018 Chinese Grammatical Error Diagnosis Task
  1 Jul 2018 0 repositories listed
• Dependent Relational Gamma Process Models for Longitudinal Networks
  1 Jul 2018 0 repositories listed
• Shape-from-Mask: A Deep Learning Based Human Body Shape Reconstruction from Binary Mask Images
  22 Jun 2018 0 repositories listed
• Improving brain computer interface performance by data augmentation with conditional Deep Convolutional Generative Adversarial Networks
  19 Jun 2018 0 repositories listed
• Show, Attend and Translate: Unsupervised Image Translation with Self-Regularization and Attention
  16 Jun 2018 0 repositories listed
• A Study of Enhancement, Augmentation, and Autoencoder Methods for Domain Adaptation in Distant Speech Recognition
  13 Jun 2018 0 repositories listed
• Sample Dropout for Audio Scene Classification Using Multi-Scale Dense Connected Convolutional Neural Network
  12 Jun 2018 0 repositories listed
• Semantically Selective Augmentation for Deep Compact Person Re-Identification
  11 Jun 2018 0 repositories listed
• Transformationally Identical and Invariant Convolutional Neural Networks through Symmetric Element Operators
  10 Jun 2018 0 repositories listed
• Findings of the Second Workshop on Neural Machine Translation and Generation
  8 Jun 2018 0 repositories listed
• Lightweight Stochastic Optimization for Minimizing Finite Sums with Infinite Data
  8 Jun 2018 0 repositories listed
• Generative Adversarial Networks for Realistic Synthesis of Hyperspectral Samples
  7 Jun 2018 0 repositories listed
• Training Augmentation with Adversarial Examples for Robust Speech Recognition
  7 Jun 2018 0 repositories listed
• Study and development of a Computer-Aided Diagnosis system for classification of chest x-ray images using convolutional neural networks pre-trained for ImageNet and data augmentation
  3 Jun 2018 0 repositories listed
• Combining Pyramid Pooling and Attention Mechanism for Pelvic MR Image Semantic Segmentaion
  1 Jun 2018 0 repositories listed
• DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks
  1 Jun 2018 0 repositories listed
• Lyb3b at SemEval-2018 Task 11: Machine Comprehension Task using Deep Learning Models
  1 Jun 2018 0 repositories listed
• MIT-MEDG at SemEval-2018 Task 7: Semantic Relation Classification via Convolution Neural Network
  1 Jun 2018 0 repositories listed
• Multistage Adversarial Losses for Pose-Based Human Image Synthesis
  1 Jun 2018 0 repositories listed
• Pose-Guided Photorealistic Face Rotation
  1 Jun 2018 0 repositories listed
• Self-Training for Jointly Learning to Ask and Answer Questions
  1 Jun 2018 0 repositories listed
• Using Paraphrasing and Memory-Augmented Models to Combat Data Sparsity in Question Interpretation with a Virtual Patient Dialogue System
  1 Jun 2018 0 repositories listed
• Accurate pedestrian localization in overhead depth images via Height-Augmented HOG
  31 May 2018 0 repositories listed
• Long-time predictive modeling of nonlinear dynamical systems using neural networks
  31 May 2018 0 repositories listed
• Capturing Variabilities from Computed Tomography Images with Generative Adversarial Networks
  29 May 2018 0 repositories listed
• Learning Data Augmentation for Brain Tumor Segmentation with Coarse-to-Fine Generative Adversarial Networks
  29 May 2018 0 repositories listed
• Transductive Label Augmentation for Improved Deep Network Learning
  26 May 2018 0 repositories listed
• Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation
  24 May 2018 0 repositories listed
• Learning Nonlinear Brain Dynamics: van der Pol Meets LSTM
  24 May 2018 0 repositories listed
• Input and Weight Space Smoothing for Semi-supervised Learning
  23 May 2018 0 repositories listed
• Generating High-Quality Surface Realizations Using Data Augmentation and Factored Sequence Models
  20 May 2018 0 repositories listed
• Adversarial Training for Patient-Independent Feature Learning with IVOCT Data for Plaque Classification
  16 May 2018 0 repositories listed
• Feature Affinity based Pseudo Labeling for Semi-supervised Person Re-identification
  16 May 2018 0 repositories listed
• Resisting Large Data Variations via Introspective Transformation Network
  16 May 2018 0 repositories listed
• Gradient-Leaks: Understanding and Controlling Deanonymization in Federated Learning
  15 May 2018 0 repositories listed
• Stingray Detection of Aerial Images Using Augmented Training Images Generated by A Conditional Generative Model
  11 May 2018 0 repositories listed
• Learning Domain-Sensitive and Sentiment-Aware Word Embeddings
  10 May 2018 0 repositories listed
• Image Ordinal Classification and Understanding: Grid Dropout with Masking Label
  8 May 2018 0 repositories listed
• Augmenting Image Question Answering Dataset by Exploiting Image Captions
  1 May 2018 0 repositories listed
• Deep JSLC: A Multimodal Corpus Collection for Data-driven Generation of Japanese Sign Language Expressions
  1 May 2018 0 repositories listed
• Evaluation of Feature-Space Speaker Adaptation for End-to-End Acoustic Models
  1 May 2018 0 repositories listed
• Handling Rare Word Problem using Synthetic Training Data for Sinhala and Tamil Neural Machine Translation
  1 May 2018 0 repositories listed
• Simulating ASR errors for training SLU systems
  1 May 2018 0 repositories listed
• Simulating dysarthric speech for training data augmentation in clinical speech applications
  27 Apr 2018 0 repositories listed
• Automatic speech recognition for launch control center communication using recurrent neural networks with data augmentation and custom language model
  24 Apr 2018 0 repositories listed
• Spatiotemporal Learning of Dynamic Gestures from 3D Point Cloud Data
  24 Apr 2018 0 repositories listed
• MVTec D2S: Densely Segmented Supermarket Dataset
  23 Apr 2018 0 repositories listed
• Learning to Refine Human Pose Estimation
  21 Apr 2018 0 repositories listed
• Fortification of Neural Morphological Segmentation Models for Polysynthetic Minimal-Resource Languages
  17 Apr 2018 0 repositories listed
• Robust Machine Comprehension Models via Adversarial Training
  17 Apr 2018 0 repositories listed
• Building robust prediction models for defective sensor data using Artificial Neural Networks
  16 Apr 2018 0 repositories listed
• Transcribing Lyrics From Commercial Song Audio: The First Step Towards Singing Content Processing
  15 Apr 2018 0 repositories listed
• 3D G-CNNs for Pulmonary Nodule Detection
  12 Apr 2018 0 repositories listed
• E-commerce Anomaly Detection: A Bayesian Semi-Supervised Tensor Decomposition Approach using Natural Gradients
  11 Apr 2018 0 repositories listed
• One Kernel to Solve Nearly Everything: Unified 3D Binary Convolutions for Image Analysis
  11 Apr 2018 0 repositories listed
• Real-world plant species identification based on deep convolutional neural networks and visual attention
  11 Apr 2018 0 repositories listed
• Impact of ultrasound image reconstruction method on breast lesion classification with neural transfer learning
  6 Apr 2018 0 repositories listed
• On the Robustness of Speech Emotion Recognition for Human-Robot Interaction with Deep Neural Networks
  6 Apr 2018 0 repositories listed
• Semi-Supervised Deep Metrics for Image Registration
  4 Apr 2018 0 repositories listed
• Generative Adversarial Learning for Spectrum Sensing
  2 Apr 2018 0 repositories listed
• Recognizing Challenging Handwritten Annotations with Fully Convolutional Networks
  1 Apr 2018 0 repositories listed
• Asymmetric Loss Functions and Deep Densely Connected Networks for Highly Imbalanced Medical Image Segmentation: Application to Multiple Sclerosis Lesion Detection
  28 Mar 2018 0 repositories listed
• Multi-Modal Data Augmentation for End-to-End ASR
  27 Mar 2018 0 repositories listed
• Towards Highly Accurate Coral Texture Images Classification Using Deep Convolutional Neural Networks and Data Augmentation
  27 Mar 2018 0 repositories listed
• Learning the Localization Function: Machine Learning Approach to Fingerprinting Localization
  21 Mar 2018 0 repositories listed
• Aerial LaneNet: Lane Marking Semantic Segmentation in Aerial Imagery using Wavelet-Enhanced Cost-sensitive Symmetric Fully Convolutional Neural Networks
  19 Mar 2018 0 repositories listed
• A Kernel Theory of Modern Data Augmentation
  16 Mar 2018 0 repositories listed
• A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images
  7 Mar 2018 0 repositories listed
• Differential Expression Analysis of Dynamical Sequencing Count Data with a Gamma Markov Chain
  7 Mar 2018 0 repositories listed
• New Results on Multi-Step Traffic Flow Prediction
  4 Mar 2018 0 repositories listed
• GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification
  3 Mar 2018 0 repositories listed
• Improving Low Resource Machine Translation using Morphological Glosses (Non-archival Extended Abstract)
  1 Mar 2018 0 repositories listed
• OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers using Piecewise Convolutional Neural Networks
  25 Feb 2018 0 repositories listed
• Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees
  24 Feb 2018 0 repositories listed
• Sensitivity and Generalization in Neural Networks: an Empirical Study
  23 Feb 2018 0 repositories listed
• Improved Techniques For Weakly-Supervised Object Localization
  22 Feb 2018 0 repositories listed
• Conditional Adversarial Synthesis of 3D Facial Action Units
  21 Feb 2018 0 repositories listed
• DA-GAN: Instance-level Image Translation by Deep Attention Generative Adversarial Networks (with Supplementary Materials)
  18 Feb 2018 0 repositories listed
• CNN+LSTM Architecture for Speech Emotion Recognition with Data Augmentation
  15 Feb 2018 0 repositories listed