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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 78 of 84: papers 7,701 to 7,800 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.

• Microsoft Research Asia's Systems for WMT19
  7 Nov 2019 0 repositories listed
• SRINet: Learning Strictly Rotation-Invariant Representations for Point Cloud Classification and Segmentation
  6 Nov 2019 0 repositories listed
• An "augmentation-free" rotation invariant classification scheme on point-cloud and its application to neuroimaging
  5 Nov 2019 0 repositories listed
• Scalable Deep Generative Relational Models with High-Order Node Dependence
  4 Nov 2019 0 repositories listed
• Enhanced Convolutional Neural Tangent Kernels
  3 Nov 2019 0 repositories listed
• Abstract Text Summarization: A Low Resource Challenge
  1 Nov 2019 0 repositories listed
• Benefits of Data Augmentation for NMT-based Text Normalization of User-Generated Content
  1 Nov 2019 0 repositories listed
• Character-Based Models for Adversarial Phone Extraction: Preventing Human Sex Trafficking
  1 Nov 2019 0 repositories listed
• Cost-Sensitive BERT for Generalisable Sentence Classification on Imbalanced Data
  1 Nov 2019 0 repositories listed
• Data Augmentation for End-to-End Speech Translation: FBK@IWSLT ‘19
  1 Nov 2019 0 repositories listed
• Data augmentation using back-translation for context-aware neural machine translation
  1 Nov 2019 0 repositories listed
• End-to-end Speech Translation System Description of LIT for IWSLT 2019
  1 Nov 2019 0 repositories listed
• Enhanced Transformer Model for Data-to-Text Generation
  1 Nov 2019 0 repositories listed
• Improving Language Generation from Feature-Rich Tree-Structured Data with Relational Graph Convolutional Encoders
  1 Nov 2019 0 repositories listed
• KNU-HYUNDAI's NMT system for Scientific Paper and Patent Tasks onWAT 2019
  1 Nov 2019 0 repositories listed
• Supervised neural machine translation based on data augmentation and improved training & inference process
  1 Nov 2019 0 repositories listed
• SYSTRAN @ WAT 2019: Russian-Japanese News Commentary task
  1 Nov 2019 0 repositories listed
• Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content
  1 Nov 2019 0 repositories listed
• Understanding Data Augmentation in Neural Machine Translation: Two Perspectives towards Generalization
  1 Nov 2019 0 repositories listed
• Multi-defect microscopy image restoration under limited data conditions
  31 Oct 2019 0 repositories listed
• A CNN-based methodology for breast cancer diagnosis using thermal images
  30 Oct 2019 0 repositories listed
• Comprehensive Video Understanding: Video summarization with content-based video recommender design
  30 Oct 2019 0 repositories listed
• Improving sequence-to-sequence speech recognition training with on-the-fly data augmentation
  29 Oct 2019 0 repositories listed
• Multitask Learning On Graph Neural Networks Applied To Molecular Property Predictions
  29 Oct 2019 0 repositories listed
• POIRot: A rotation invariant omni-directional pointnet
  29 Oct 2019 0 repositories listed
• Region-based Convolution Neural Network Approach for Accurate Segmentation of Pelvic Radiograph
  29 Oct 2019 0 repositories listed
• Neighborhood Watch: Representation Learning with Local-Margin Triplet Loss and Sampling Strategy for K-Nearest-Neighbor Image Classification
  28 Oct 2019 0 repositories listed
• Data Augmentation for Skin Lesion using Self-Attention based Progressive Generative Adversarial Network
  25 Oct 2019 0 repositories listed
• Superposition as Data Augmentation using LSTM and HMM in Small Training Sets
  24 Oct 2019 0 repositories listed
• Analyzing ASR pretraining for low-resource speech-to-text translation
  23 Oct 2019 0 repositories listed
• Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model
  23 Oct 2019 0 repositories listed
• Occlusions for Effective Data Augmentation in Image Classification
  23 Oct 2019 0 repositories listed
• Boosting Mapping Functionality of Neural Networks via Latent Feature Generation based on Reversible Learning
  21 Oct 2019 0 repositories listed
• Cascaded Generation of High-quality Color Visible Face Images from Thermal Captures
  21 Oct 2019 0 repositories listed
• Good, Better, Best: Textual Distractors Generation for Multiple-Choice Visual Question Answering via Reinforcement Learning
  21 Oct 2019 0 repositories listed
• Label-efficient audio classification through multitask learning and self-supervision
  19 Oct 2019 0 repositories listed
• Anatomically-Informed Data Augmentation for functional MRI with Applications to Deep Learning
  17 Oct 2019 0 repositories listed
• ODE guided Neural Data Augmentation Techniques for Time Series Data and its Benefits on Robustness
  15 Oct 2019 0 repositories listed
• Sketch-Specific Data Augmentation for Freehand Sketch Recognition
  14 Oct 2019 0 repositories listed
• Efficient and Adaptive Kernelization for Nonlinear Max-margin Multi-view Learning
  11 Oct 2019 0 repositories listed
• Towards DeepSpray: Using Convolutional Neural Network to post-process Shadowgraphy Images of Liquid Atomization
  11 Oct 2019 0 repositories listed
• First Order Ambisonics Domain Spatial Augmentation for DNN-based Direction of Arrival Estimation
  10 Oct 2019 0 repositories listed
• Unconstrained Road Marking Recognition with Generative Adversarial Networks
  10 Oct 2019 0 repositories listed
• A Closer Look At Feature Space Data Augmentation For Few-Shot Intent Classification
  9 Oct 2019 0 repositories listed
• CONAN -- COunter NArratives through Nichesourcing: a Multilingual Dataset of Responses to Fight Online Hate Speech
  8 Oct 2019 0 repositories listed
• Improving Neural Machine Translation Robustness via Data Augmentation: Beyond Back Translation
  7 Oct 2019 0 repositories listed
• Controlled Text Generation for Data Augmentation in Intelligent Artificial Agents
  4 Oct 2019 0 repositories listed
• Two Stream Networks for Self-Supervised Ego-Motion Estimation
  4 Oct 2019 0 repositories listed
• Partial differential equation regularization for supervised machine learning
  3 Oct 2019 0 repositories listed
• Cardiac Segmentation of LGE MRI with Noisy Labels
  2 Oct 2019 0 repositories listed
• Learning Dense Wide Baseline Stereo Matching for People
  2 Oct 2019 0 repositories listed
• AdaTransform: Adaptive Data Transformation
  1 Oct 2019 0 repositories listed
• Augmenting learning using symmetry in a biologically-inspired domain
  1 Oct 2019 0 repositories listed
• Data Augmentation Based on Distributed Expressions in Text Classification Tasks
  1 Oct 2019 0 repositories listed
• LIP: Learning Instance Propagation for Video Object Segmentation
  30 Sep 2019 0 repositories listed
• On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints
  30 Sep 2019 0 repositories listed
• Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers
  29 Sep 2019 0 repositories listed
• A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification
  26 Sep 2019 0 repositories listed
• Breast Cancer Diagnosis with Transfer Learning and Global Pooling
  26 Sep 2019 0 repositories listed
• Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks
  26 Sep 2019 0 repositories listed
• Explainable Deep Learning for Augmentation of sRNA Expression Profiles
  26 Sep 2019 0 repositories listed
• Graph-Preserving Grid Layout: A Simple Graph Drawing Method for Graph Classification using CNNs
  26 Sep 2019 0 repositories listed
• Adaptive Data Augmentation with Deep Parallel Generative Models
  25 Sep 2019 0 repositories listed
• Atalaya at TASS 2019: Data Augmentation and Robust Embeddings for Sentiment Analysis
  25 Sep 2019 0 repositories listed
• Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training
  25 Sep 2019 0 repositories listed
• Data Augmentation in Training CNNs: Injecting Noise to Images
  25 Sep 2019 0 repositories listed
• Locally adaptive activation functions with slope recovery term for deep and physics-informed neural networks
  25 Sep 2019 0 repositories listed
• On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints
  25 Sep 2019 0 repositories listed
• Regularising Deep Networks with Deep Generative Models
  25 Sep 2019 0 repositories listed
• Resizable Neural Networks
  25 Sep 2019 0 repositories listed
• Speech Recognition with Augmented Synthesized Speech
  25 Sep 2019 0 repositories listed
• When Covariate-shifted Data Augmentation Increases Test Error And How to Fix It
  25 Sep 2019 0 repositories listed
• Technical report on Conversational Question Answering
  24 Sep 2019 0 repositories listed
• Deep Multi-Facial patches Aggregation Network for Expression Classification from Face Images
  23 Sep 2019 0 repositories listed
• How to improve CNN-based 6-DoF camera pose estimation
  23 Sep 2019 0 repositories listed
• Handwritten Amharic Character Recognition Using a Convolutional Neural Network
  23 Sep 2019 0 repositories listed
• Adversarial Learning of General Transformations for Data Augmentation
  21 Sep 2019 0 repositories listed
• Retro-Actions: Learning 'Close' by Time-Reversing 'Open' Videos
  20 Sep 2019 0 repositories listed
• Data Augmentation Revisited: Rethinking the Distribution Gap between Clean and Augmented Data
  19 Sep 2019 0 repositories listed
• Goal-Embedded Dual Hierarchical Model for Task-Oriented Dialogue Generation
  19 Sep 2019 0 repositories listed
• Triplet-Aware Scene Graph Embeddings
  19 Sep 2019 0 repositories listed
• Cutting Music Source Separation Some Slakh: A Dataset to Study the Impact of Training Data Quality and Quantity
  18 Sep 2019 0 repositories listed
• Leveraging User Engagement Signals For Entity Labeling in a Virtual Assistant
  18 Sep 2019 0 repositories listed
• Unsupervised Adaptation for Synthetic-to-Real Handwritten Word Recognition
  18 Sep 2019 0 repositories listed
• Cardiac MRI Image Segmentation for Left Ventricle and Right Ventricle using Deep Learning
  17 Sep 2019 0 repositories listed
• MFCC-based Recurrent Neural Network for Automatic Clinical Depression Recognition and Assessment from Speech
  16 Sep 2019 0 repositories listed
• Self-Paced Video Data Augmentation with Dynamic Images Generated by Generative Adversarial Networks
  16 Sep 2019 0 repositories listed
• PedHunter: Occlusion Robust Pedestrian Detector in Crowded Scenes
  15 Sep 2019 0 repositories listed
• Wasserstein Diffusion Tikhonov Regularization
  15 Sep 2019 0 repositories listed
• Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade
  14 Sep 2019 0 repositories listed
• Multilingual Graphemic Hybrid ASR with Massive Data Augmentation
  14 Sep 2019 0 repositories listed
• Hierarchical Scene Coordinate Classification and Regression for Visual Localization
  13 Sep 2019 0 repositories listed
• Probing the Information Encoded in X-vectors
  13 Sep 2019 0 repositories listed
• Sequence-to-sequence Pre-training with Data Augmentation for Sentence Rewriting
  13 Sep 2019 0 repositories listed
• Frustratingly Easy Natural Question Answering
  11 Sep 2019 0 repositories listed
• PDA: Progressive Data Augmentation for General Robustness of Deep Neural Networks
  11 Sep 2019 0 repositories listed
• Improving the Explainability of Neural Sentiment Classifiers via Data Augmentation
  10 Sep 2019 0 repositories listed
• Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation
  10 Sep 2019 0 repositories listed
• MULE: Multimodal Universal Language Embedding
  8 Sep 2019 0 repositories listed
• On the Need for Topology-Aware Generative Models for Manifold-Based Defenses
  7 Sep 2019 0 repositories listed