Browse State-of-the-Art › Data Augmentation › Papers, page 37
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 37 of 84: papers 3,601 to 3,700 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.
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Fairness in Survival Analysis: A Novel Conditional Mutual Information Augmentation Approach4 Feb 2025 0 repositories listed
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Medical Multimodal Model Stealing Attacks via Adversarial Domain Alignment4 Feb 2025 0 repositories listed
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Privacy Amplification by Structured Subsampling for Deep Differentially Private Time Series Forecasting4 Feb 2025 0 repositories listed
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Style transfer as data augmentation: evaluating unpaired image-to-image translation models in mammography4 Feb 2025 0 repositories listed
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RIE-SenseNet: Riemannian Manifold Embedding of Multi-Source Industrial Sensor Signals for Robust Pattern Recognition4 Feb 2025 0 repositories listed
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Learning Human Perception Dynamics for Informative Robot Communication3 Feb 2025 0 repositories listed
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Adversarial Semantic Augmentation for Training Generative Adversarial Networks under Limited Data2 Feb 2025 0 repositories listed
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Learning-Based TSP-Solvers Tend to Be Overly Greedy2 Feb 2025 0 repositories listed
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Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data2 Feb 2025 0 repositories listed
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Pathological MRI Segmentation by Synthetic Pathological Data Generation in Fetuses and Neonates31 Jan 2025 0 repositories listed
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Shaping Sparse Rewards in Reinforcement Learning: A Semi-supervised Approach31 Jan 2025 0 repositories listed
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Text Data Augmentation for Large Language Models: A Comprehensive Survey of Methods, Challenges, and Opportunities31 Jan 2025 0 repositories listed
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Synthetic Data Generation for Augmenting Small Samples30 Jan 2025 0 repositories listed
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Trustworthy image-to-image translation: evaluating uncertainty calibration in unpaired training scenarios29 Jan 2025 0 repositories listed
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Misspellings in Natural Language Processing: A survey28 Jan 2025 0 repositories listed
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Beyond In-Distribution Performance: A Cross-Dataset Study of Trajectory Prediction Robustness27 Jan 2025 0 repositories listed
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Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks27 Jan 2025 0 repositories listed
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Toward Efficient Generalization in 3D Human Pose Estimation via a Canonical Domain Approach27 Jan 2025 0 repositories listed
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Enhancing Fetal Plane Classification Accuracy with Data Augmentation Using Diffusion Models25 Jan 2025 0 repositories listed
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A Comprehensive Framework for Semantic Similarity Analysis of Human and AI-Generated Text Using Transformer Architectures and Ensemble Techniques24 Jan 2025 0 repositories listed
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Inverse Evolution Data Augmentation for Neural PDE Solvers24 Jan 2025 0 repositories listed
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Adaptive Few-Shot Learning (AFSL): Tackling Data Scarcity with Stability, Robustness, and Versatility23 Jan 2025 0 repositories listed
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Enhancing Medical Image Analysis through Geometric and Photometric transformations23 Jan 2025 0 repositories listed
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Generative Data Augmentation Challenge: Zero-Shot Speech Synthesis for Personalized Speech Enhancement23 Jan 2025 0 repositories listed
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PaMMA-Net: Plasmas magnetic measurement evolution based on data-driven incremental accumulative prediction23 Jan 2025 0 repositories listed
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PhotoGAN: Generative Adversarial Neural Network Acceleration with Silicon Photonics23 Jan 2025 0 repositories listed
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Skin Disease Detection and Classification of Actinic Keratosis and Psoriasis Utilizing Deep Transfer Learning23 Jan 2025 0 repositories listed
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Generative Data Augmentation Challenge: Synthesis of Room Acoustics for Speaker Distance Estimation22 Jan 2025 0 repositories listed
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Academic Case Reports Lack Diversity: Assessing the Presence and Diversity of Sociodemographic and Behavioral Factors related to Post COVID-19 Condition21 Jan 2025 0 repositories listed
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Aggrotech: Leveraging Deep Learning for Sustainable Tomato Disease Management21 Jan 2025 0 repositories listed
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BlanketGen2-Fit3D: Synthetic Blanket Augmentation Towards Improving Real-World In-Bed Blanket Occluded Human Pose Estimation21 Jan 2025 0 repositories listed
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Survey on Monocular Metric Depth Estimation21 Jan 2025 0 repositories listed
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The Dual-use Dilemma in LLMs: Do Empowering Ethical Capacities Make a Degraded Utility?20 Jan 2025 0 repositories listed
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Generative Retrieval for Book search19 Jan 2025 0 repositories listed
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Credit Risk Identification in Supply Chains Using Generative Adversarial Networks17 Jan 2025 0 repositories listed
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FORLAPS: An Innovative Data-Driven Reinforcement Learning Approach for Prescriptive Process Monitoring17 Jan 2025 0 repositories listed
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Leveraging Confident Image Regions for Source-Free Domain-Adaptive Object Detection17 Jan 2025 0 repositories listed
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Multi-stage Training of Bilingual Islamic LLM for Neural Passage Retrieval17 Jan 2025 0 repositories listed
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A New Teacher-Reviewer-Student Framework for Semi-supervised 2D Human Pose Estimation16 Jan 2025 0 repositories listed
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HydraMix: Multi-Image Feature Mixing for Small Data Image Classification16 Jan 2025 0 repositories listed
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KU AIGEN ICL EDI@BC8 Track 3: Advancing Phenotype Named Entity Recognition and Normalization for Dysmorphology Physical Examination Reports16 Jan 2025 0 repositories listed
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Quantum-Enhanced Transformers for Robust Acoustic Scene Classification in IoT Environments16 Jan 2025 0 repositories listed
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ARMOR: Shielding Unlearnable Examples against Data Augmentation15 Jan 2025 0 repositories listed
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persoDA: Personalized Data Augmentation for Personalized ASR15 Jan 2025 0 repositories listed
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Linearly Convergent Mixup Learning14 Jan 2025 0 repositories listed
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Revolutionizing Communication with Deep Learning and XAI for Enhanced Arabic Sign Language Recognition14 Jan 2025 0 repositories listed
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Skeleton and Font Generation Network for Zero-shot Chinese Character Generation14 Jan 2025 0 repositories listed
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CDS: Data Synthesis Method Guided by Cognitive Diagnosis Theory13 Jan 2025 0 repositories listed
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Digital Operating Mode Classification of Real-World Amateur Radio Transmissions13 Jan 2025 0 repositories listed
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Kriging and Gaussian Process Interpolation for Georeferenced Data Augmentation13 Jan 2025 0 repositories listed
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Defect Detection Network In PCB Circuit Devices Based on GAN Enhanced YOLOv1112 Jan 2025 0 repositories listed
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Diversified Augmentation with Domain Adaptation for Debiased Video Temporal Grounding12 Jan 2025 0 repositories listed
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A Diffusive Data Augmentation Framework for Reconstruction of Complex Network Evolutionary History11 Jan 2025 0 repositories listed
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CNN-powered micro- to macro-scale flow modeling in deformable porous media11 Jan 2025 0 repositories listed
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MapGS: Generalizable Pretraining and Data Augmentation for Online Mapping via Novel View Synthesis11 Jan 2025 0 repositories listed
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Interpolation pour l'augmentation de donnees : Application à la gestion des adventices de la canne a sucre a la Reunion10 Jan 2025 0 repositories listed
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A Novel Approach to Scalable and Automatic Topic-Controlled Question Generation in Education9 Jan 2025 0 repositories listed
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Enforcing Fundamental Relations via Adversarial Attacks on Input Parameter Correlations9 Jan 2025 0 repositories listed
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Improving the U-Net Configuration for Automated Delineation of Head and Neck Cancer on MRI9 Jan 2025 0 repositories listed
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TimeDP: Learning to Generate Multi-Domain Time Series with Domain Prompts9 Jan 2025 0 repositories listed
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TipSegNet: Fingertip Segmentation in Contactless Fingerprint Imaging9 Jan 2025 0 repositories listed
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Decoding EEG Speech Perception with Transformers and VAE-based Data Augmentation8 Jan 2025 0 repositories listed
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Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling8 Jan 2025 0 repositories listed
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Advancing the Understanding of Fine-Grained 3D Forest Structures using Digital Cousins and Simulation-to-Reality: Methods and Datasets7 Jan 2025 0 repositories listed
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Can Deep Learning Trigger Alerts from Mobile-Captured Images?7 Jan 2025 0 repositories listed
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Data Augmentation for Deep Learning Regression Tasks by Machine Learning Models7 Jan 2025 0 repositories listed
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Deep Learning for Pathological Speech: A Survey7 Jan 2025 0 repositories listed
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Deep Learning within Tabular Data: Foundations, Challenges, Advances and Future Directions7 Jan 2025 0 repositories listed
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Diff-Lung: Diffusion-Based Texture Synthesis for Enhanced Pathological Tissue Segmentation in Lung CT Scans6 Jan 2025 0 repositories listed
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HOGSA: Bimanual Hand-Object Interaction Understanding with 3D Gaussian Splatting Based Data Augmentation6 Jan 2025 0 repositories listed
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The 2nd Place Solution from the 3D Semantic Segmentation Track in the 2024 Waymo Open Dataset Challenge6 Jan 2025 0 repositories listed
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Framework for lung CT image segmentation based on UNet++5 Jan 2025 0 repositories listed
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Diabetic Retinopathy Detection Using CNN with Residual Block with DCGAN4 Jan 2025 0 repositories listed
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SafeAug: Safety-Critical Driving Data Augmentation from Naturalistic Datasets3 Jan 2025 0 repositories listed
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Adaptive Hardness-driven Augmentation and Alignment Strategies for Multi-Source Domain Adaptations2 Jan 2025 0 repositories listed
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Boosting Adversarial Transferability with Spatial Adversarial Alignment2 Jan 2025 0 repositories listed
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Classification of Operational Records in Aviation Using Deep Learning Approaches2 Jan 2025 0 repositories listed
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Event Masked Autoencoder: Point-wise Action Recognition with Event-Based Cameras2 Jan 2025 0 repositories listed
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ADD: Attribution-Driven Data Augmentation Framework for Boosting Image Super-Resolution1 Jan 2025 0 repositories listed
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Adversarial Domain Prompt Tuning and Generation for Single Domain Generalization1 Jan 2025 0 repositories listed
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APT: Adaptive Personalized Training for Diffusion Models with Limited Data1 Jan 2025 0 repositories listed
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Chat-based Person Retrieval via Dialogue-Refined Cross-Modal Alignment1 Jan 2025 0 repositories listed
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Diffusion Prism: Enhancing Diversity and Morphology Consistency in Mask-to-Image Diffusion1 Jan 2025 0 repositories listed
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Gain from Neighbors: Boosting Model Robustness in the Wild via Adversarial Perturbations Toward Neighboring Classes1 Jan 2025 0 repositories listed
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iG-6DoF: Model-free 6DoF Pose Estimation for Unseen Object via Iterative 3D Gaussian Splatting1 Jan 2025 0 repositories listed
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MODA: Motion-Drift Augmentation for Inertial Human Motion Analysis1 Jan 2025 0 repositories listed
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SeaLion: Semantic Part-Aware Latent Point Diffusion Models for 3D Generation1 Jan 2025 0 repositories listed
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SEC-Prompt:SEmantic Complementary Prompting for Few-Shot Class-Incremental Learning1 Jan 2025 0 repositories listed
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diffIRM: A Diffusion-Augmented Invariant Risk Minimization Framework for Spatiotemporal Prediction over Graphs31 Dec 2024 0 repositories listed
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ReFormer: Generating Radio Fakes for Data Augmentation31 Dec 2024 0 repositories listed
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Towards Pattern-aware Data Augmentation for Temporal Knowledge Graph Completion31 Dec 2024 0 repositories listed
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Whisper Turns Stronger: Augmenting Wav2Vec 2.0 for Superior ASR in Low-Resource Languages31 Dec 2024 0 repositories listed
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Improving Acoustic Scene Classification in Low-Resource Conditions30 Dec 2024 0 repositories listed
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Phoneme-Level Contrastive Learning for User-Defined Keyword Spotting with Flexible Enrollment30 Dec 2024 0 repositories listed
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Training Deep Neural Classifiers with Soft Diamond Regularizers30 Dec 2024 0 repositories listed
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"Generative Models for Financial Time Series Data: Enhancing Signal-to-Noise Ratio and Addressing Data Scarcity in A-Share Market29 Dec 2024 0 repositories listed
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Goal-Conditioned Data Augmentation for Offline Reinforcement Learning29 Dec 2024 0 repositories listed
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Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification29 Dec 2024 0 repositories listed
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Optical Character Recognition using Convolutional Neural Networks for Ashokan Brahmi Inscriptions29 Dec 2024 0 repositories listed
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Adversarial Robustness for Deep Learning-based Wildfire Prediction Models28 Dec 2024 0 repositories listed