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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 65 of 84: papers 6,401 to 6,500 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.

• A Semantic Feature-Wise Transformation Relation Network for Automatic Short Answer Grading
  1 Nov 2021 0 repositories listed
• “Be nice to your wife! The restaurants are closed”: Can Gender Stereotype Detection Improve Sexism Classification?
  1 Nov 2021 0 repositories listed
• Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap
  1 Nov 2021 0 repositories listed
• Can We Improve Model Robustness through Secondary Attribute Counterfactuals?
  1 Nov 2021 0 repositories listed
• Contrastive Learning for Context-aware Neural Machine Translation Using Coreference Information
  1 Nov 2021 0 repositories listed
• CVAE-based Re-anchoring for Implicit Discourse Relation Classification
  1 Nov 2021 0 repositories listed
• Data Augmentation of Incorporating Real Error Patterns and Linguistic Knowledge for Grammatical Error Correction
  1 Nov 2021 0 repositories listed
• DMix: Distance Constrained Interpolative Mixup
  1 Nov 2021 0 repositories listed
• Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization
  1 Nov 2021 0 repositories listed
• How to Select One Among All ? An Empirical Study Towards the Robustness of Knowledge Distillation in Natural Language Understanding
  1 Nov 2021 0 repositories listed
• HW-TSC’s Participation at WMT 2021 Quality Estimation Shared Task
  1 Nov 2021 0 repositories listed
• Machine Reading Comprehension as Data Augmentation: A Case Study on Implicit Event Argument Extraction
  1 Nov 2021 0 repositories listed
• NVIDIA NeMo’s Neural Machine Translation Systems for English-German and English-Russian News and Biomedical Tasks at WMT21
  1 Nov 2021 0 repositories listed
• PDALN: Progressive Domain Adaptation over a Pre-trained Model for Low-Resource Cross-Domain Named Entity Recognition
  1 Nov 2021 0 repositories listed
• Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis
  1 Nov 2021 0 repositories listed
• Sequence Mixup for Zero-Shot Cross-Lingual Part-Of-Speech Tagging
  1 Nov 2021 0 repositories listed
• SpanAlign: Efficient Sequence Tagging Annotation Projection into Translated Data applied to Cross-Lingual Opinion Mining
  1 Nov 2021 0 repositories listed
• TADPOLE: Task ADapted Pre-Training via AnOmaLy DEtection
  1 Nov 2021 0 repositories listed
• Tencent Translation System for the WMT21 News Translation Task
  1 Nov 2021 0 repositories listed
• TermMind: Alibaba’s WMT21 Machine Translation Using Terminologies Task Submission
  1 Nov 2021 0 repositories listed
• The LMU Munich System for the WMT 2021 Large-Scale Multilingual Machine Translation Shared Task
  1 Nov 2021 0 repositories listed
• Transductive Data Augmentation with Relational Path Rule Mining for Knowledge Graph Embedding
  1 Nov 2021 0 repositories listed
• Unsupervised Paraphrasing Consistency Training for Low Resource Named Entity Recognition
  1 Nov 2021 0 repositories listed
• PnPOOD : Out-Of-Distribution Detection for Text Classification via Plug andPlay Data Augmentation
  31 Oct 2021 0 repositories listed
• Smart(Sampling)Augment: Optimal and Efficient Data Augmentation for Semantic Segmentation
  31 Oct 2021 0 repositories listed
• TransAug: Translate as Augmentation for Sentence Embeddings
  30 Oct 2021 0 repositories listed
• Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction
  28 Oct 2021 0 repositories listed
• Residual Relaxation for Multi-view Representation Learning
  28 Oct 2021 0 repositories listed
• Sayer: Using Implicit Feedback to Optimize System Policies
  28 Oct 2021 0 repositories listed
• SCALP -- Supervised Contrastive Learning for Cardiopulmonary Disease Classification and Localization in Chest X-rays using Patient Metadata
  27 Oct 2021 0 repositories listed
• Training Lightweight CNNs for Human-Nanodrone Proximity Interaction from Small Datasets using Background Randomization
  27 Oct 2021 0 repositories listed
• Fast Video-based Face Recognition in Collaborative Learning Environments
  26 Oct 2021 0 repositories listed
• IIP-Transformer: Intra-Inter-Part Transformer for Skeleton-Based Action Recognition
  26 Oct 2021 0 repositories listed
• Generating artificial texts as substitution or complement of training data
  25 Oct 2021 0 repositories listed
• Gophormer: Ego-Graph Transformer for Node Classification
  25 Oct 2021 0 repositories listed
• LAE : Long-tailed Age Estimation
  25 Oct 2021 0 repositories listed
• Parametric Variational Linear Units (PVLUs) in Deep Convolutional Networks
  23 Oct 2021 0 repositories listed
• Generative Networks for Precision Enthusiasts
  22 Oct 2021 0 repositories listed
• Improving the Deployment of Recycling Classification through Efficient Hyper-Parameter Analysis
  21 Oct 2021 0 repositories listed
• Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks
  21 Oct 2021 0 repositories listed
• Semi-supervised Domain Adaptation for Semantic Segmentation
  20 Oct 2021 0 repositories listed
• Unsupervised cross-user adaptation in taste sensation recognition based on surface electromyography with conformal prediction and domain regularized component analysis
  20 Oct 2021 0 repositories listed
• Forecasting Market Prices using DL with Data Augmentation and Meta-learning: ARIMA still wins!
  19 Oct 2021 0 repositories listed
• Deep CNNs for Peripheral Blood Cell Classification
  18 Oct 2021 0 repositories listed
• Ortho-Shot: Low Displacement Rank Regularization with Data Augmentation for Few-Shot Learning
  18 Oct 2021 0 repositories listed
• Network Augmentation for Tiny Deep Learning
  17 Oct 2021 0 repositories listed
• Reminding the Incremental Language Model via Data-Free Self-Distillation
  17 Oct 2021 0 repositories listed
• Can Language Models Take A Hint? Prompting for Controllable Contextualized Commonsense Inference
  16 Oct 2021 0 repositories listed
• Can Synthetic Translations Improve Bitext Quality?
  16 Oct 2021 0 repositories listed
• Curriculum Data Augmentation for Low-Resource Slides Summarization
  16 Oct 2021 0 repositories listed
• Towards Robust Waveform-Based Acoustic Models
  16 Oct 2021 0 repositories listed
• From Start to Finish: Latency Reduction Strategies for Incremental Speech Synthesis in Simultaneous Speech-to-Speech Translation
  15 Oct 2021 0 repositories listed
• Reappraising Domain Generalization in Neural Networks
  15 Oct 2021 0 repositories listed
• Towards Identity Preserving Normal to Dysarthric Voice Conversion
  15 Oct 2021 0 repositories listed
• Understanding and Improving Robustness of Vision Transformers through Patch-based Negative Augmentation
  15 Oct 2021 0 repositories listed
• Augmenting Imitation Experience via Equivariant Representations
  14 Oct 2021 0 repositories listed
• Interpreting the Robustness of Neural NLP Models to Textual Perturbations
  14 Oct 2021 0 repositories listed
• Context-gloss Augmentation for Improving Word Sense Disambiguation
  14 Oct 2021 0 repositories listed
• DeepSSM: A Blueprint for Image-to-Shape Deep Learning Models
  14 Oct 2021 0 repositories listed
• IB-GAN: A Unified Approach for Multivariate Time Series Classification under Class Imbalance
  14 Oct 2021 0 repositories listed
• Domain generalization in deep learning for contrast-enhanced imaging
  14 Oct 2021 0 repositories listed
• Nuisance-Label Supervision: Robustness Improvement by Free Labels
  14 Oct 2021 0 repositories listed
• Retrieval-guided Counterfactual Generation for QA
  14 Oct 2021 0 repositories listed
• False Negative Distillation and Contrastive Learning for Personalized Outfit Recommendation
  13 Oct 2021 0 repositories listed
• Fast Hand Detection in Collaborative Learning Environments
  13 Oct 2021 0 repositories listed
• LENS: Localization enhanced by NeRF synthesis
  13 Oct 2021 0 repositories listed
• Investigation on Data Adaptation Techniques for Neural Named Entity Recognition
  12 Oct 2021 0 repositories listed
• Label-Occurrence-Balanced Mixup for Long-tailed Recognition
  11 Oct 2021 0 repositories listed
• Wav2vec-Switch: Contrastive Learning from Original-noisy Speech Pairs for Robust Speech Recognition
  11 Oct 2021 0 repositories listed
• Operationalizing Convolutional Neural Network Architectures for Prohibited Object Detection in X-Ray Imagery
  10 Oct 2021 0 repositories listed
• An evaluation of data augmentation methods for sound scene geotagging
  9 Oct 2021 0 repositories listed
• Data Augmentation with Locally-time Reversed Speech for Automatic Speech Recognition
  9 Oct 2021 0 repositories listed
• Combining Image Features and Patient Metadata to Enhance Transfer Learning
  8 Oct 2021 0 repositories listed
• Towards Learning (Dis)-Similarity of Source Code from Program Contrasts
  8 Oct 2021 0 repositories listed
• Contrastive Learning for Unsupervised Radar Place Recognition
  6 Oct 2021 0 repositories listed
• Spectral Bias in Practice: The Role of Function Frequency in Generalization
  6 Oct 2021 0 repositories listed
• Deep Subspace analysing for Semi-Supervised multi-label classification of Diabetic Foot Ulcer
  5 Oct 2021 0 repositories listed
• Overcoming limited battery data challenges: A coupled neural network approach
  5 Oct 2021 0 repositories listed
• Balanced Masked and Standard Face Recognition
  4 Oct 2021 0 repositories listed
• Building a Noisy Audio Dataset to Evaluate Machine Learning Approaches for Automatic Speech Recognition Systems
  4 Oct 2021 0 repositories listed
• Learning Online Visual Invariances for Novel Objects via Supervised and Self-Supervised Training
  4 Oct 2021 0 repositories listed
• Adversarial Examples Generation for Reducing Implicit Gender Bias in Pre-trained Models
  3 Oct 2021 0 repositories listed
• Music Playlist Title Generation: A Machine-Translation Approach
  3 Oct 2021 0 repositories listed
• Significance of Data Augmentation for Improving Cleft Lip and Palate Speech Recognition
  2 Oct 2021 0 repositories listed
• Using Out-of-the-Box Frameworks for Contrastive Unpaired Image Translation for Vestibular Schwannoma and Cochlea Segmentation: An approach for the crossMoDA Challenge
  2 Oct 2021 0 repositories listed
• A Preliminary Study on Environmental Sound Classification Leveraging Large-Scale Pretrained Model and Semi-Supervised Learning
  1 Oct 2021 0 repositories listed
• Data Augmentation Technology for Dysarthria Assistive Systems
  1 Oct 2021 0 repositories listed
• Data centric approach to Chinese Medical Speech Recognition
  1 Oct 2021 0 repositories listed
• 3rd Place Scheme on Instance Segmentation Track of ICCV 2021 VIPriors Challenges
  1 Oct 2021 0 repositories listed
• Document Image Layout Analysis via Explicit Edge Embedding Network
  1 Oct 2021 0 repositories listed
• RCRNN-based Sound Event Detection System with Specific Speech Resolution
  1 Oct 2021 0 repositories listed
• DAAS: Differentiable Architecture and Augmentation Policy Search
  30 Sep 2021 0 repositories listed
• Towards Better Data Augmentation using Wasserstein Distance in Variational Auto-encoder
  30 Sep 2021 0 repositories listed
• Workflow Augmentation of Video Data for Event Recognition with Time-Sensitive Neural Networks
  30 Sep 2021 0 repositories listed
• A General Analysis of Example-Selection for Stochastic Gradient Descent
  29 Sep 2021 0 repositories listed
• AAVAE: Augmentation-Augmented Variational Autoencoders
  29 Sep 2021 0 repositories listed
• Adaptive Multi-layer Contrastive Graph Neural Networks
  29 Sep 2021 0 repositories listed
• Adaptive Unbiased Teacher for Cross-Domain Object Detection
  29 Sep 2021 0 repositories listed
• AlignMix: Improving representations by interpolating aligned features
  29 Sep 2021 0 repositories listed
• An object-centric sensitivity analysis of deep learning based instance segmentation
  29 Sep 2021 0 repositories listed