Browse State-of-the-Art › Data Augmentation › Papers, page 48

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 48 of 84: papers 4,701 to 4,800 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.

• MAIRA-1: A specialised large multimodal model for radiology report generation
  22 Nov 2023 0 repositories listed
• Masked Conditional Diffusion Models for Image Analysis with Application to Radiographic Diagnosis of Infant Abuse
  22 Nov 2023 0 repositories listed
• Test-Time Augmentation for 3D Point Cloud Classification and Segmentation
  22 Nov 2023 0 repositories listed
• Exploring Graph Classification Techniques Under Low Data Constraints: A Comprehensive Study
  21 Nov 2023 0 repositories listed
• Stable Diffusion For Aerial Object Detection
  21 Nov 2023 0 repositories listed
• Beyond Boundaries: A Comprehensive Survey of Transferable Attacks on AI Systems
  20 Nov 2023 0 repositories listed
• Portuguese FAQ for Financial Services
  19 Nov 2023 0 repositories listed
• Estimating Uncertainty in Landslide Segmentation Models
  18 Nov 2023 0 repositories listed
• Automated Detection of hidden Damages and Impurities in Aluminum Die Casting Materials and Fibre-Metal Laminates using Low-quality X-ray Radiography, Synthetic X-ray Data Augmentation by Simulation, and Machine Learning
  17 Nov 2023 0 repositories listed
• End-to-end autoencoding architecture for the simultaneous generation of medical images and corresponding segmentation masks
  17 Nov 2023 0 repositories listed
• Robustness Enhancement in Neural Networks with Alpha-Stable Training Noise
  17 Nov 2023 0 repositories listed
• DECDM: Document Enhancement using Cycle-Consistent Diffusion Models
  16 Nov 2023 0 repositories listed
• SegMix: A Simple Structure-Aware Data Augmentation Method
  16 Nov 2023 0 repositories listed
• Towards Improving Robustness Against Common Corruptions using Mixture of Class Specific Experts
  16 Nov 2023 0 repositories listed
• An Empathetic User-Centric Chatbot for Emotional Support
  15 Nov 2023 0 repositories listed
• Data Augmentations in Deep Weight Spaces
  15 Nov 2023 0 repositories listed
• Self-Supervised Disentanglement by Leveraging Structure in Data Augmentations
  15 Nov 2023 0 repositories listed
• Strategic Data Augmentation with CTGAN for Smart Manufacturing: Enhancing Machine Learning Predictions of Paper Breaks in Pulp-and-Paper Production
  15 Nov 2023 0 repositories listed
• On the Calibration of Multilingual Question Answering LLMs
  15 Nov 2023 0 repositories listed
• Efficient Rotation Invariance in Deep Neural Networks through Artificial Mental Rotation
  14 Nov 2023 0 repositories listed
• Enhanced Generative Adversarial Networks for Unseen Word Generation from EEG Signals
  14 Nov 2023 0 repositories listed
• Physical Adversarial Examples for Multi-Camera Systems
  14 Nov 2023 0 repositories listed
• Semi-Supervised Learning via Swapped Prediction for Communication Signal Recognition
  14 Nov 2023 0 repositories listed
• Learning Knowledge-Enhanced Contextual Language Representations for Domain Natural Language Understanding
  12 Nov 2023 0 repositories listed Syntology 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 10 harvested samples) · 5 pointer-only (licence)
• Enhancing Rock Image Segmentation in Digital Rock Physics: A Fusion of Generative AI and State-of-the-Art Neural Networks
  10 Nov 2023 0 repositories listed
• Exploring the Efficacy of Base Data Augmentation Methods in Deep Learning-Based Radiograph Classification of Knee Joint Osteoarthritis
  10 Nov 2023 0 repositories listed
• Learning-Based Biharmonic Augmentation for Point Cloud Classification
  10 Nov 2023 0 repositories listed
• Making LLMs Worth Every Penny: Resource-Limited Text Classification in Banking
  10 Nov 2023 0 repositories listed
• Synthesizing Bidirectional Temporal States of Knee Osteoarthritis Radiographs with Cycle-Consistent Generative Adversarial Neural Networks
  10 Nov 2023 0 repositories listed
• Ulcerative Colitis Mayo Endoscopic Scoring Classification with Active Learning and Generative Data Augmentation
  10 Nov 2023 0 repositories listed
• 3DGAUnet: 3D generative adversarial networks with a 3D U-Net based generator to achieve the accurate and effective synthesis of clinical tumor image data for pancreatic cancer
  9 Nov 2023 0 repositories listed
• Embedding Space Interpolation Beyond Mini-Batch, Beyond Pairs and Beyond Examples
  9 Nov 2023 0 repositories listed
• FireMatch: A Semi-Supervised Video Fire Detection Network Based on Consistency and Distribution Alignment
  9 Nov 2023 0 repositories listed
• Social Media Bot Detection using Dropout-GAN
  9 Nov 2023 0 repositories listed
• A Data Perspective on Enhanced Identity Preservation for Diffusion Personalization
  7 Nov 2023 0 repositories listed
• Augmenting Radio Signals with Wavelet Transform for Deep Learning-Based Modulation Recognition
  7 Nov 2023 0 repositories listed
• CATE Estimation With Potential Outcome Imputation From Local Regression
  7 Nov 2023 0 repositories listed
• Improving the Effectiveness of Deep Generative Data
  7 Nov 2023 0 repositories listed
• Lie Point Symmetry and Physics Informed Networks
  7 Nov 2023 0 repositories listed
• Co-training and Co-distillation for Quality Improvement and Compression of Language Models
  6 Nov 2023 0 repositories listed
• DAIL: Data Augmentation for In-Context Learning via Self-Paraphrase
  6 Nov 2023 0 repositories listed
• Few-shot Learning using Data Augmentation and Time-Frequency Transformation for Time Series Classification
  6 Nov 2023 0 repositories listed
• MixUp-MIL: A Study on Linear & Multilinear Interpolation-Based Data Augmentation for Whole Slide Image Classification
  6 Nov 2023 0 repositories listed
• Model-based Counterfactual Generator for Gender Bias Mitigation
  6 Nov 2023 0 repositories listed
• Spoken Dialogue System for Medical Prescription Acquisition on Smartphone: Development, Corpus and Evaluation
  6 Nov 2023 0 repositories listed
• SSL-DG: Rethinking and Fusing Semi-supervised Learning and Domain Generalization in Medical Image Segmentation
  5 Nov 2023 0 repositories listed
• Vicinal Risk Minimization for Few-Shot Cross-lingual Transfer in Abusive Language Detection
  3 Nov 2023 0 repositories listed
• Deep Double Descent for Time Series Forecasting: Avoiding Undertrained Models
  2 Nov 2023 0 repositories listed
• Bayes-enhanced Multi-view Attention Networks for Robust POI Recommendation
  1 Nov 2023 0 repositories listed
• Rethinking Samples Selection for Contrastive Learning: Mining of Potential Samples
  1 Nov 2023 0 repositories listed
• Addressing Limitations of State-Aware Imitation Learning for Autonomous Driving
  31 Oct 2023 0 repositories listed
• Dynamic Batch Norm Statistics Update for Natural Robustness
  31 Oct 2023 0 repositories listed
• Is Robustness Transferable across Languages in Multilingual Neural Machine Translation?
  31 Oct 2023 0 repositories listed
• Thermal-Infrared Remote Target Detection System for Maritime Rescue based on Data Augmentation with 3D Synthetic Data
  31 Oct 2023 0 repositories listed
• A Note on Generalization in Variational Autoencoders: How Effective Is Synthetic Data & Overparameterization?
  30 Oct 2023 0 repositories listed
• On Linear Separation Capacity of Self-Supervised Representation Learning
  29 Oct 2023 0 repositories listed
• TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise
  29 Oct 2023 0 repositories listed
• Exploring Data Augmentations on Self-/Semi-/Fully- Supervised Pre-trained Models
  28 Oct 2023 0 repositories listed
• OC-NMN: Object-centric Compositional Neural Module Network for Generative Visual Analogical Reasoning
  28 Oct 2023 0 repositories listed
• Guided Data Augmentation for Offline Reinforcement Learning and Imitation Learning
  27 Oct 2023 0 repositories listed
• Large-scale Foundation Models and Generative AI for BigData Neuroscience
  27 Oct 2023 0 repositories listed
• Dialect Adaptation and Data Augmentation for Low-Resource ASR: TalTech Systems for the MADASR 2023 Challenge
  26 Oct 2023 0 repositories listed
• Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models
  26 Oct 2023 0 repositories listed
• PAC-tuning:Fine-tuning Pretrained Language Models with PAC-driven Perturbed Gradient Descent
  26 Oct 2023 0 repositories listed
• An Explainable Deep Learning-Based Method For Schizophrenia Diagnosis Using Generative Data-Augmentation
  25 Oct 2023 0 repositories listed
• Early Detection of Tuberculosis with Machine Learning Cough Audio Analysis: Towards More Accessible Global Triaging Usage
  25 Oct 2023 0 repositories listed
• Improving Few-shot Generalization of Safety Classifiers via Data Augmented Parameter-Efficient Fine-Tuning
  25 Oct 2023 0 repositories listed
• Transferring a molecular foundation model for polymer property predictions
  25 Oct 2023 0 repositories listed
• UAV-Sim: NeRF-based Synthetic Data Generation for UAV-based Perception
  25 Oct 2023 0 repositories listed
• Using GPT-4 to Augment Unbalanced Data for Automatic Scoring
  25 Oct 2023 0 repositories listed
• Improving Language Models Meaning Understanding and Consistency by Learning Conceptual Roles from Dictionary
  24 Oct 2023 0 repositories listed
• Improving Robustness and Reliability in Medical Image Classification with Latent-Guided Diffusion and Nested-Ensembles
  24 Oct 2023 0 repositories listed
• CalibrationPhys: Self-supervised Video-based Heart and Respiratory Rate Measurements by Calibrating Between Multiple Cameras
  23 Oct 2023 0 repositories listed
• Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Study
  23 Oct 2023 0 repositories listed
• S3Aug: Segmentation, Sampling, and Shift for Action Recognition
  23 Oct 2023 0 repositories listed
• Vicinal Feature Statistics Augmentation for Federated 3D Medical Volume Segmentation
  23 Oct 2023 0 repositories listed
• Data Augmentation: a Combined Inductive-Deductive Approach featuring Answer Set Programming
  22 Oct 2023 0 repositories listed
• Filling the Missing: Exploring Generative AI for Enhanced Federated Learning over Heterogeneous Mobile Edge Devices
  21 Oct 2023 0 repositories listed
• Toward Generative Data Augmentation for Traffic Classification
  21 Oct 2023 0 repositories listed
• Data-Free Knowledge Distillation Using Adversarially Perturbed OpenGL Shader Images
  20 Oct 2023 0 repositories listed
• A Car Model Identification System for Streamlining the Automobile Sales Process
  19 Oct 2023 0 repositories listed
• A Distributed Approach to Meteorological Predictions: Addressing Data Imbalance in Precipitation Prediction Models through Federated Learning and GANs
  19 Oct 2023 0 repositories listed
• Data Augmentations for Improved (Large) Language Model Generalization
  19 Oct 2023 0 repositories listed
• EmoDiarize: Speaker Diarization and Emotion Identification from Speech Signals using Convolutional Neural Networks
  19 Oct 2023 0 repositories listed
• Unsupervised Candidate Answer Extraction through Differentiable Masker-Reconstructor Model
  19 Oct 2023 0 repositories listed
• AUC-mixup: Deep AUC Maximization with Mixup
  18 Oct 2023 0 repositories listed
• DASA: Difficulty-Aware Semantic Augmentation for Speaker Verification
  18 Oct 2023 0 repositories listed
• Enhancing Spoofing Speech Detection Using Rhythm Information
  18 Oct 2023 0 repositories listed
• Panoptic Out-of-Distribution Segmentation
  18 Oct 2023 0 repositories listed
• ChapGTP, ILLC's Attempt at Raising a BabyLM: Improving Data Efficiency by Automatic Task Formation
  17 Oct 2023 0 repositories listed
• Self-supervision meets kernel graph neural models: From architecture to augmentations
  17 Oct 2023 0 repositories listed
• BanglaNLP at BLP-2023 Task 1: Benchmarking different Transformer Models for Violence Inciting Text Detection in Bengali
  16 Oct 2023 0 repositories listed
• Contextual Data Augmentation for Task-Oriented Dialog Systems
  16 Oct 2023 0 repositories listed
• Data Augmentation for Time-Series Classification: An Extensive Empirical Study and Comprehensive Survey
  16 Oct 2023 0 repositories listed
• Gaussian processes based data augmentation and expected signature for time series classification
  16 Oct 2023 0 repositories listed
• Towards the Imagenets of ML4EDA
  16 Oct 2023 0 repositories listed
• Will the Prince Get True Love's Kiss? On the Model Sensitivity to Gender Perturbation over Fairytale Texts
  16 Oct 2023 0 repositories listed
• AugUndo: Scaling Up Augmentations for Monocular Depth Completion and Estimation
  15 Oct 2023 0 repositories listed
• Class-Specific Data Augmentation: Bridging the Imbalance in Multiclass Breast Cancer Classification
  15 Oct 2023 0 repositories listed
• Enhancing ML model accuracy for Digital VLSI circuits using diffusion models: A study on synthetic data generation
  15 Oct 2023 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.