Browse State-of-the-Art › Data Augmentation › Papers, page 55

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 55 of 84: papers 5,401 to 5,500 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.

• Vector Quantization With Self-Attention for Quality-Independent Representation Learning
  1 Jan 2023 0 repositories listed
• Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training
  1 Jan 2023 0 repositories listed
• Learning to mask: Towards generalized face forgery detection
  29 Dec 2022 0 repositories listed
• SESNet: sequence-structure feature-integrated deep learning method for data-efficient protein engineering
  29 Dec 2022 0 repositories listed
• Data Augmentation using Transformers and Similarity Measures for Improving Arabic Text Classification
  28 Dec 2022 0 repositories listed
• Detection of Active Emergency Vehicles using Per-Frame CNNs and Output Smoothing
  28 Dec 2022 0 repositories listed
• Joint Engagement Classification using Video Augmentation Techniques for Multi-person Human-robot Interaction
  28 Dec 2022 0 repositories listed
• General GAN-generated image detection by data augmentation in fingerprint domain
  27 Dec 2022 0 repositories listed
• Knowledge-Guided Data-Centric AI in Healthcare: Progress, Shortcomings, and Future Directions
  27 Dec 2022 0 repositories listed
• Understanding and Improving Transfer Learning of Deep Models via Neural Collapse
  23 Dec 2022 0 repositories listed
• HMM-based data augmentation for E2E systems for building conversational speech synthesis systems
  22 Dec 2022 0 repositories listed
• Time to Market Reduction for Hydrogen Fuel Cell Stacks using Generative Adversarial Networks
  22 Dec 2022 0 repositories listed
• Audio Denoising for Robust Audio Fingerprinting
  21 Dec 2022 0 repositories listed
• UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision Question Answering
  21 Dec 2022 0 repositories listed
• A Twitter BERT Approach for Offensive Language Detection in Marathi
  20 Dec 2022 0 repositories listed
• An Augmentation Strategy for Visually Rich Documents
  20 Dec 2022 0 repositories listed
• Unified Framework for Histopathology Image Augmentation and Classification via Generative Models
  20 Dec 2022 0 repositories listed
• Emotion Selectable End-to-End Text-based Speech Editing
  20 Dec 2022 0 repositories listed
• End to End Generative Meta Curriculum Learning For Medical Data Augmentation
  20 Dec 2022 0 repositories listed
• Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution Data
  20 Dec 2022 0 repositories listed
• Original or Translated? On the Use of Parallel Data for Translation Quality Estimation
  20 Dec 2022 0 repositories listed
• Rumour detection using graph neural network and oversampling in benchmark Twitter dataset
  20 Dec 2022 0 repositories listed
• Visual Transformers for Primates Classification and Covid Detection
  20 Dec 2022 0 repositories listed
• VoronoiPatches: Evaluating A New Data Augmentation Method
  20 Dec 2022 0 repositories listed
• APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning
  19 Dec 2022 0 repositories listed
• Predicting Ejection Fraction from Chest X-rays Using Computer Vision for Diagnosing Heart Failure
  19 Dec 2022 0 repositories listed
• StyleFlow: Disentangle Latent Representations via Normalizing Flow for Unsupervised Text Style Transfer
  19 Dec 2022 0 repositories listed
• Synthetic Data Augmentation Using GAN For Improved Automated Visual Inspection
  19 Dec 2022 0 repositories listed
• PoE: a Panel of Experts for Generalized Automatic Dialogue Assessment
  18 Dec 2022 0 repositories listed
• Sentence-level Feedback Generation for English Language Learners: Does Data Augmentation Help?
  18 Dec 2022 0 repositories listed
• Human Image Generation: A Comprehensive Survey
  17 Dec 2022 0 repositories listed
• Check-worthy Claim Detection across Topics for Automated Fact-checking
  16 Dec 2022 0 repositories listed
• Multi-Scales Data Augmentation Approach In Natural Language Inference For Artifacts Mitigation And Pre-Trained Model Optimization
  16 Dec 2022 0 repositories listed
• ColorSense: A Study on Color Vision in Machine Visual Recognition
  16 Dec 2022 0 repositories listed
• DeepJoin: Joinable Table Discovery with Pre-trained Language Models
  15 Dec 2022 0 repositories listed
• Multi-VALUE: A Framework for Cross-Dialectal English NLP
  15 Dec 2022 0 repositories listed
• SBSS: Stacking-Based Semantic Segmentation Framework for Very High Resolution Remote Sensing Image
  15 Dec 2022 0 repositories listed
• The effects of gender bias in word embeddings on depression prediction
  15 Dec 2022 0 repositories listed
• Urban Scene Semantic Segmentation with Low-Cost Coarse Annotation
  15 Dec 2022 0 repositories listed
• A Critical Appraisal of Data Augmentation Methods for Imaging-Based Medical Diagnosis Applications
  14 Dec 2022 0 repositories listed
• Build-a-Bot: Teaching Conversational AI Using a Transformer-Based Intent Recognition and Question Answering Architecture
  14 Dec 2022 0 repositories listed
• Generative Robust Classification
  14 Dec 2022 0 repositories listed
• Population Template-Based Brain Graph Augmentation for Improving One-Shot Learning Classification
  14 Dec 2022 0 repositories listed
• SMSMix: Sense-Maintained Sentence Mixup for Word Sense Disambiguation
  14 Dec 2022 0 repositories listed
• A Machine Learning Enhanced Approach for Automated Sunquake Detection in Acoustic Emission Maps
  13 Dec 2022 0 repositories listed
• CropCat: Data Augmentation for Smoothing the Feature Distribution of EEG Signals
  13 Dec 2022 0 repositories listed
• Improving Depression estimation from facial videos with face alignment, training optimization and scheduling
  13 Dec 2022 0 repositories listed
• Style-Label-Free: Cross-Speaker Style Transfer by Quantized VAE and Speaker-wise Normalization in Speech Synthesis
  13 Dec 2022 0 repositories listed
• Zero-Shot Accent Conversion using Pseudo Siamese Disentanglement Network
  12 Dec 2022 0 repositories listed
• Cap2Aug: Caption guided Image to Image data Augmentation
  11 Dec 2022 0 repositories listed
• End-to-End Speech Translation of Arabic to English Broadcast News
  11 Dec 2022 0 repositories listed
• Teaching What You Should Teach: A Data-Based Distillation Method
  11 Dec 2022 0 repositories listed
• Graph-Regularized Manifold-Aware Conditional Wasserstein GAN for Brain Functional Connectivity Generation
  10 Dec 2022 0 repositories listed
• Image augmentation with conformal mappings for a convolutional neural network
  10 Dec 2022 0 repositories listed
• Category-Level 6D Object Pose Estimation with Flexible Vector-Based Rotation Representation
  9 Dec 2022 0 repositories listed
• Leveraging Contextual Data Augmentation for Generalizable Melanoma Detection
  9 Dec 2022 0 repositories listed
• Visual Detection of Personal Protective Equipment and Safety Gear on Industry Workers
  9 Dec 2022 0 repositories listed
• An Empirical Study on Multi-Domain Robust Semantic Segmentation
  8 Dec 2022 0 repositories listed
• Enhanced prediction accuracy with uncertainty quantification in monitoring CO2 sequestration using convolutional neural networks
  8 Dec 2022 0 repositories listed
• Localized Contrastive Learning on Graphs
  8 Dec 2022 0 repositories listed
• MixBoost: Improving the Robustness of Deep Neural Networks by Boosting Data Augmentation
  8 Dec 2022 0 repositories listed
• Physics-guided Data Augmentation for Learning the Solution Operator of Linear Differential Equations
  8 Dec 2022 0 repositories listed
• The Role of AI in Drug Discovery: Challenges, Opportunities, and Strategies
  8 Dec 2022 0 repositories listed
• Water Bottle Defect Detection System Using Convolutional Neural Network
  8 Dec 2022 0 repositories listed
• GAMMA: Generative Augmentation for Attentive Marine Debris Detection
  7 Dec 2022 0 repositories listed
• M3ST: Mix at Three Levels for Speech Translation
  7 Dec 2022 0 repositories listed
• UI Layers Group Detector: Grouping UI Layers via Text Fusion and Box Attention
  7 Dec 2022 0 repositories listed
• Addressing Distribution Shift at Test Time in Pre-trained Language Models
  5 Dec 2022 0 repositories listed
• Generative Data Augmentation for Non-IID Problem in Decentralized Clinical Machine Learning
  2 Dec 2022 0 repositories listed
• Towards Practical Few-shot Federated NLP
  1 Dec 2022 0 repositories listed
• Scalable and adaptive variational Bayes methods for Hawkes processes
  1 Dec 2022 0 repositories listed
• Semi-Supervised Heterogeneous Graph Learning with Multi-level Data Augmentation
  30 Nov 2022 0 repositories listed
• AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification
  29 Nov 2022 0 repositories listed
• Discrete Control in Real-World Driving Environments using Deep Reinforcement Learning
  29 Nov 2022 0 repositories listed
• LUMix: Improving Mixup by Better Modelling Label Uncertainty
  29 Nov 2022 0 repositories listed
• PatchMix Augmentation to Identify Causal Features in Few-shot Learning
  29 Nov 2022 0 repositories listed
• An Unpaired Cross-modality Segmentation Framework Using Data Augmentation and Hybrid Convolutional Networks for Segmenting Vestibular Schwannoma and Cochlea
  28 Nov 2022 0 repositories listed
• Exoplanet Detection by Machine Learning with Data Augmentation
  28 Nov 2022 0 repositories listed
• Mitigating Overfitting in Graph Neural Networks via Feature and Hyperplane Perturbation
  28 Nov 2022 0 repositories listed
• Inter-KD: Intermediate Knowledge Distillation for CTC-Based Automatic Speech Recognition
  28 Nov 2022 0 repositories listed
• Semi-supervised binary classification with latent distance learning
  28 Nov 2022 0 repositories listed
• Domain generalization in fetal brain MRI segmentation with multi-reconstruction augmentation
  25 Nov 2022 0 repositories listed
• German Phoneme Recognition with Text-to-Phoneme Data Augmentation
  24 Nov 2022 0 repositories listed
• Target-centered Subject Transfer Framework for EEG Data Augmentation
  24 Nov 2022 0 repositories listed
• DeepTaster: Adversarial Perturbation-Based Fingerprinting to Identify Proprietary Dataset Use in Deep Neural Networks
  24 Nov 2022 0 repositories listed
• Data Augmentation Vision Transformer for Fine-grained Image Classification
  23 Nov 2022 0 repositories listed
• Improving Crowded Object Detection via Copy-Paste
  22 Nov 2022 0 repositories listed
• Supervised Contrastive Learning on Blended Images for Long-tailed Recognition
  22 Nov 2022 0 repositories listed
• Transformation-Equivariant 3D Object Detection for Autonomous Driving
  22 Nov 2022 0 repositories listed
• Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier
  21 Nov 2022 0 repositories listed
• Model-based Trajectory Stitching for Improved Offline Reinforcement Learning
  21 Nov 2022 0 repositories listed
• Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models
  21 Nov 2022 0 repositories listed
• Task-Specific Data Augmentation and Inference Processing for VIPriors Instance Segmentation Challenge
  21 Nov 2022 0 repositories listed
• Coarse-to-fine Task-driven Inpainting for Geoscience Images
  20 Nov 2022 0 repositories listed
• Context-Aware Data Augmentation for LIDAR 3D Object Detection
  20 Nov 2022 0 repositories listed
• Feature Weaken: Vicinal Data Augmentation for Classification
  20 Nov 2022 0 repositories listed
• Towards Generalizable Graph Contrastive Learning: An Information Theory Perspective
  20 Nov 2022 0 repositories listed
• Evaluating Synthetic Tabular Data Generated To Augment Small Sample Datasets
  19 Nov 2022 0 repositories listed
• On the Multidimensional Augmentation of Fingerprint Data for Indoor Localization in A Large-Scale Building Complex Based on Multi-Output Gaussian Process
  19 Nov 2022 0 repositories listed
• Quantifying Human Bias and Knowledge to guide ML models during Training
  19 Nov 2022 0 repositories listed