Browse State-of-the-Art › Data Augmentation › Papers, page 34

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 34 of 84: papers 3,301 to 3,400 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.

• Lightweight Convolutional Neural Networks for Retinal Disease Classification
  30 May 2025 0 repositories listed
• QGAN-based data augmentation for hybrid quantum-classical neural networks
  30 May 2025 0 repositories listed
• SPPSFormer: High-quality Superpoint-based Transformer for Roof Plane Instance Segmentation from Point Clouds
  30 May 2025 0 repositories listed
• Adaptive Spatial Augmentation for Semi-supervised Semantic Segmentation
  29 May 2025 0 repositories listed
• Cascaded 3D Diffusion Models for Whole-body 3D 18-F FDG PET/CT synthesis from Demographics
  28 May 2025 0 repositories listed
• Improving QA Efficiency with DistilBERT: Fine-Tuning and Inference on mobile Intel CPUs
  28 May 2025 0 repositories listed
• Individualised Counterfactual Examples Using Conformal Prediction Intervals
  28 May 2025 0 repositories listed
• Leveraging Diffusion Models for Synthetic Data Augmentation in Protein Subcellular Localization Classification
  28 May 2025 0 repositories listed
• PS4PRO: Pixel-to-pixel Supervision for Photorealistic Rendering and Optimization
  28 May 2025 0 repositories listed
• Supervised Contrastive Learning for Ordinal Engagement Measurement
  27 May 2025 0 repositories listed
• Towards Pretraining Robust ASR Foundation Model with Acoustic-Aware Data Augmentation
  27 May 2025 0 repositories listed
• ControlTac: Force- and Position-Controlled Tactile Data Augmentation with a Single Reference Image
  26 May 2025 0 repositories listed
• Detection of Suicidal Risk on Social Media: A Hybrid Model
  26 May 2025 0 repositories listed
• Improving Heart Rejection Detection in XPCI Images Using Synthetic Data Augmentation
  26 May 2025 0 repositories listed
• Lorentz Local Canonicalization: How to Make Any Network Lorentz-Equivariant
  26 May 2025 0 repositories listed Syntology 20 ran (of which 3 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 15 where Syntology's instrument failed) · 5 unverified (of 25 harvested samples)
• Revolutionizing Wildfire Detection with Convolutional Neural Networks: A VGG16 Model Approach
  26 May 2025 0 repositories listed
• Learn Beneficial Noise as Graph Augmentation
  25 May 2025 0 repositories listed
• Building a Functional Machine Translation Corpus for Kpelle
  24 May 2025 0 repositories listed
• The Quest for Efficient Reasoning: A Data-Centric Benchmark to CoT Distillation
  24 May 2025 0 repositories listed
• Audio-to-Audio Emotion Conversion With Pitch And Duration Style Transfer
  23 May 2025 0 repositories listed
• Large language model as user daily behavior data generator: balancing population diversity and individual personality
  23 May 2025 0 repositories listed
• Supervised Graph Contrastive Learning for Gene Regulatory Network
  23 May 2025 0 repositories listed
• What Do You Need for Diverse Trajectory Stitching in Diffusion Planning?
  23 May 2025 0 repositories listed
• Does Synthetic Data Help Named Entity Recognition for Low-Resource Languages?
  22 May 2025 0 repositories listed
• Efficient Prototype Consistency Learning in Medical Image Segmentation via Joint Uncertainty and Data Augmentation
  22 May 2025 0 repositories listed
• Swin Transformer for Robust CGI Images Detection: Intra- and Inter-Dataset Analysis across Multiple Color Spaces
  22 May 2025 0 repositories listed
• Aug2Search: Enhancing Facebook Marketplace Search with LLM-Generated Synthetic Data Augmentation
  21 May 2025 0 repositories listed
• Data Augmentation and Resolution Enhancement using GANs and Diffusion Models for Tree Segmentation
  21 May 2025 0 repositories listed
• GAMA: Geometry-Aware Manifold Alignment via Structured Adversarial Perturbations for Robust Domain Adaptation
  21 May 2025 0 repositories listed
• Geometrically Regularized Transfer Learning with On-Manifold and Off-Manifold Perturbation
  21 May 2025 0 repositories listed
• Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification
  21 May 2025 0 repositories listed
• Challenges and Limitations in the Synthetic Generation of mHealth Sensor Data
  20 May 2025 0 repositories listed
• Data-Efficient Hate Speech Detection via Cross-Lingual Nearest Neighbor Retrieval with Limited Labeled Data
  20 May 2025 0 repositories listed
• Truth or Twist? Optimal Model Selection for Reliable Label Flipping Evaluation in LLM-based Counterfactuals
  20 May 2025 0 repositories listed
• An approach based on class activation maps for investigating the effects of data augmentation on neural networks for image classification
  19 May 2025 0 repositories listed
• Anti-Inpainting: A Proactive Defense against Malicious Diffusion-based Inpainters under Unknown Conditions
  19 May 2025 0 repositories listed
• AutoMathKG: The automated mathematical knowledge graph based on LLM and vector database
  19 May 2025 0 repositories listed
• Informed Mixing -- Improving Open Set Recognition via Attribution-based Augmentation
  19 May 2025 0 repositories listed
• On the Mechanisms of Adversarial Data Augmentation for Robust and Adaptive Transfer Learning
  19 May 2025 0 repositories listed
• PEER pressure: Model-to-Model Regularization for Single Source Domain Generalization
  19 May 2025 0 repositories listed
• Safety Alignment Can Be Not Superficial With Explicit Safety Signals
  19 May 2025 0 repositories listed
• Segmentation of temporomandibular joint structures on mri images using neural networks for diagnosis of pathologies
  19 May 2025 0 repositories listed
• Attention-Enhanced U-Net for Accurate Segmentation of COVID-19 Infected Lung Regions in CT Scans
  18 May 2025 0 repositories listed
• Joint Embedding vs Reconstruction: Provable Benefits of Latent Space Prediction for Self Supervised Learning
  18 May 2025 0 repositories listed
• Facial Recognition Leveraging Generative Adversarial Networks
  17 May 2025 0 repositories listed
• Relation-Aware Graph Foundation Model
  17 May 2025 0 repositories listed
• SGD-Mix: Enhancing Domain-Specific Image Classification with Label-Preserving Data Augmentation
  17 May 2025 0 repositories listed
• Completely Weakly Supervised Class-Incremental Learning for Semantic Segmentation
  16 May 2025 0 repositories listed
• Generative Models in Computational Pathology: A Comprehensive Survey on Methods, Applications, and Challenges
  16 May 2025 0 repositories listed
• Reconstructing Syllable Sequences in Abugida Scripts with Incomplete Inputs
  16 May 2025 0 repositories listed
• NeuralSurv: Deep Survival Analysis with Bayesian Uncertainty Quantification
  16 May 2025 0 repositories listed
• Towards Cultural Bridge by Bahnaric-Vietnamese Translation Using Transfer Learning of Sequence-To-Sequence Pre-training Language Model
  16 May 2025 0 repositories listed
• Real-World fNIRS-Based Brain-Computer Interfaces: Benchmarking Deep Learning and Classical Models in Interactive Gaming
  15 May 2025 0 repositories listed
• SOS: A Shuffle Order Strategy for Data Augmentation in Industrial Human Activity Recognition
  15 May 2025 0 repositories listed
• A Generative Neural Annealer for Black-Box Combinatorial Optimization
  14 May 2025 0 repositories listed
• A Deep Learning-Driven Inhalation Injury Grading Assistant Using Bronchoscopy Images
  13 May 2025 0 repositories listed
• Advancing Food Nutrition Estimation via Visual-Ingredient Feature Fusion
  13 May 2025 0 repositories listed
• Detecting Prefix Bias in LLM-based Reward Models
  13 May 2025 0 repositories listed
• GradMix: Gradient-based Selective Mixup for Robust Data Augmentation in Class-Incremental Learning
  13 May 2025 0 repositories listed
• Integrating Natural Language Processing and Exercise Monitoring for Early Diagnosis of Metabolic Syndrome: A Deep Learning Approach
  13 May 2025 0 repositories listed
• Object detection in adverse weather conditions for autonomous vehicles using Instruct Pix2Pix
  13 May 2025 0 repositories listed
• Addressing degeneracies in latent interpolation for diffusion models
  12 May 2025 0 repositories listed
• AugMixCloak: A Defense against Membership Inference Attacks via Image Transformation
  11 May 2025 0 repositories listed
• Deep Learning for On-Street Parking Violation Prediction
  11 May 2025 0 repositories listed
• SimMIL: A Universal Weakly Supervised Pre-Training Framework for Multi-Instance Learning in Whole Slide Pathology Images
  10 May 2025 0 repositories listed
• My Emotion on your face: The use of Facial Keypoint Detection to preserve Emotions in Latent Space Editing
  9 May 2025 0 repositories listed
• Boosting Statistic Learning with Synthetic Data from Pretrained Large Models
  8 May 2025 0 repositories listed
• CrashSage: A Large Language Model-Centered Framework for Contextual and Interpretable Traffic Crash Analysis
  8 May 2025 0 repositories listed
• D-CODA: Diffusion for Coordinated Dual-Arm Data Augmentation
  8 May 2025 0 repositories listed
• Federated Deconfounding and Debiasing Learning for Out-of-Distribution Generalization
  8 May 2025 0 repositories listed
• Guidance for Intra-cardiac Echocardiography Manipulation to Maintain Continuous Therapy Device Tip Visibility
  8 May 2025 0 repositories listed
• Model-Based Closed-Loop Control Algorithm for Stochastic Partial Differential Equation Control
  8 May 2025 0 repositories listed
• Semantic Style Transfer for Enhancing Animal Facial Landmark Detection
  8 May 2025 0 repositories listed
• ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis
  8 May 2025 0 repositories listed
• White Light Specular Reflection Data Augmentation for Deep Learning Polyp Detection
  8 May 2025 0 repositories listed
• 3D Brain MRI Classification for Alzheimer Diagnosis Using CNN with Data Augmentation
  7 May 2025 0 repositories listed
• Advancing 3D Medical Image Segmentation: Unleashing the Potential of Planarian Neural Networks in Artificial Intelligence
  7 May 2025 0 repositories listed
• Overcoming Data Scarcity in Generative Language Modelling for Low-Resource Languages: A Systematic Review
  7 May 2025 0 repositories listed
• Text2CT: Towards 3D CT Volume Generation from Free-text Descriptions Using Diffusion Model
  7 May 2025 0 repositories listed
• Comparative Analysis of Lightweight Deep Learning Models for Memory-Constrained Devices
  6 May 2025 0 repositories listed
• Enhancing Glass Defect Detection with Diffusion Models: Addressing Imbalanced Datasets in Manufacturing Quality Control
  6 May 2025 0 repositories listed
• Improving Failure Prediction in Aircraft Fastener Assembly Using Synthetic Data in Imbalanced Datasets
  6 May 2025 0 repositories listed
• Improving Omics-Based Classification: The Role of Feature Selection and Synthetic Data Generation
  6 May 2025 0 repositories listed
• seq-JEPA: Autoregressive Predictive Learning of Invariant-Equivariant World Models
  6 May 2025 0 repositories listed
• Bemba Speech Translation: Exploring a Low-Resource African Language
  5 May 2025 0 repositories listed
• Data Augmentation With Back translation for Low Resource languages: A case of English and Luganda
  5 May 2025 0 repositories listed
• Point Cloud Recombination: Systematic Real Data Augmentation Using Robotic Targets for LiDAR Perception Validation
  5 May 2025 0 repositories listed
• Local Herb Identification Using Transfer Learning: A CNN-Powered Mobile Application for Nepalese Flora
  4 May 2025 0 repositories listed
• A Time-Series Data Augmentation Model through Diffusion and Transformer Integration
  1 May 2025 0 repositories listed
• Data-Driven Optical To Thermal Inference in Pool Boiling Using Generative Adversarial Networks
  1 May 2025 0 repositories listed
• The Illusion of Role Separation: Hidden Shortcuts in LLM Role Learning (and How to Fix Them)
  1 May 2025 0 repositories listed
• DiffusionRIR: Room Impulse Response Interpolation using Diffusion Models
  29 Apr 2025 0 repositories listed
• Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training
  29 Apr 2025 0 repositories listed
• Grokking in the Wild: Data Augmentation for Real-World Multi-Hop Reasoning with Transformers
  29 Apr 2025 0 repositories listed
• Light Weight CNN for classification of Brain Tumors from MRI Images
  29 Apr 2025 0 repositories listed
• RV-Syn: Rational and Verifiable Mathematical Reasoning Data Synthesis based on Structured Function Library
  29 Apr 2025 0 repositories listed
• Accurate and Diverse LLM Mathematical Reasoning via Automated PRM-Guided GFlowNets
  28 Apr 2025 0 repositories listed
• Dual Attention Driven Lumbar Magnetic Resonance Image Feature Enhancement and Automatic Diagnosis of Herniation
  28 Apr 2025 0 repositories listed
• ProFi-Net: Prototype-based Feature Attention with Curriculum Augmentation for WiFi-based Gesture Recognition
  28 Apr 2025 0 repositories listed
• ResearchCodeAgent: An LLM Multi-Agent System for Automated Codification of Research Methodologies
  28 Apr 2025 0 repositories listed

Syntology lines on 1 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.