Browse State-of-the-Art › Data Augmentation › Papers, page 45
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 45 of 84: papers 4,401 to 4,500 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.
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Towards Enhanced Analysis of Lung Cancer Lesions in EBUS-TBNA -- A Semi-Supervised Video Object Detection Method2 Apr 2024 0 repositories listed
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CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series1 Apr 2024 0 repositories listed
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Harnessing The Power of Attention For Patch-Based Biomedical Image Classification1 Apr 2024 0 repositories listed
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Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs1 Apr 2024 0 repositories listed
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A Comprehensive Study on NLP Data Augmentation for Hate Speech Detection: Legacy Methods, BERT, and LLMs30 Mar 2024 0 repositories listed
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Controllable and Diverse Data Augmentation with Large Language Model for Low-Resource Open-Domain Dialogue Generation30 Mar 2024 0 repositories listed
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Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning30 Mar 2024 0 repositories listed
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A Data-Driven Predictive Analysis on Cyber Security Threats with Key Risk Factors28 Mar 2024 0 repositories listed
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Boosting Cardiac Color Doppler Frame Rates with Deep Learning28 Mar 2024 0 repositories listed
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A vascular synthetic model for improved aneurysm segmentation and detection via Deep Neural Networks27 Mar 2024 0 repositories listed
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CAUSE: Counterfactual Assessment of User Satisfaction Estimation in Task-Oriented Dialogue Systems27 Mar 2024 0 repositories listed
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Evaluating Large Language Models for Health-Related Text Classification Tasks with Public Social Media Data27 Mar 2024 0 repositories listed
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Deep Fusion: Capturing Dependencies in Contrastive Learning via Transformer Projection Heads27 Mar 2024 0 repositories listed
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Choreographing the Digital Canvas: A Machine Learning Approach to Artistic Performance26 Mar 2024 0 repositories listed
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Illuminating Blind Spots of Language Models with Targeted Agent-in-the-Loop Synthetic Data26 Mar 2024 0 repositories listed
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OCAI: Improving Optical Flow Estimation by Occlusion and Consistency Aware Interpolation26 Mar 2024 0 repositories listed
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Semi-Supervised Image Captioning Considering Wasserstein Graph Matching26 Mar 2024 0 repositories listed
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The Solution for the CVPR 2023 1st foundation model challenge-Track226 Mar 2024 0 repositories listed
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SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation25 Mar 2024 0 repositories listed
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Synthesize Step-by-Step: Tools, Templates and LLMs as Data Generators for Reasoning-Based Chart VQA25 Mar 2024 0 repositories listed
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Training Generative Adversarial Network-Based Vocoder with Limited Data Using Augmentation-Conditional Discriminator25 Mar 2024 0 repositories listed
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Are NeRFs ready for autonomous driving? Towards closing the real-to-simulation gap24 Mar 2024 0 repositories listed
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EG-ConMix: An Intrusion Detection Method based on Graph Contrastive Learning24 Mar 2024 0 repositories listed
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Towards Channel-Resilient CSI-Based RF Fingerprinting using Deep Learning23 Mar 2024 0 repositories listed
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Enhancing Effectiveness and Robustness in a Low-Resource Regime via Decision-Boundary-aware Data Augmentation22 Mar 2024 0 repositories listed
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Vehicle Detection Performance in Nordic Region22 Mar 2024 0 repositories listed
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Your Image is My Video: Reshaping the Receptive Field via Image-To-Video Differentiable AutoAugmentation and Fusion22 Mar 2024 0 repositories listed
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Estimating Physical Information Consistency of Channel Data Augmentation for Remote Sensing Images21 Mar 2024 0 repositories listed
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DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception20 Mar 2024 0 repositories listed
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What Matters for Active Texture Recognition With Vision-Based Tactile Sensors20 Mar 2024 0 repositories listed
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Automated Contrastive Learning Strategy Search for Time Series19 Mar 2024 0 repositories listed
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Federated Semi-supervised Learning for Medical Image Segmentation with intra-client and inter-client Consistency19 Mar 2024 0 repositories listed
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TransformMix: Learning Transformation and Mixing Strategies from Data19 Mar 2024 0 repositories listed
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XPose: eXplainable Human Pose Estimation19 Mar 2024 0 repositories listed
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Augment Before Copy-Paste: Data and Memory Efficiency-Oriented Instance Segmentation Framework for Sport-scenes18 Mar 2024 0 repositories listed
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Automated data processing and feature engineering for deep learning and big data applications: a survey18 Mar 2024 0 repositories listed
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CO3: Low-resource Contrastive Co-training for Generative Conversational Query Rewrite18 Mar 2024 0 repositories listed
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EffiPerception: an Efficient Framework for Various Perception Tasks18 Mar 2024 0 repositories listed
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Investigating the Benefits of Projection Head for Representation Learning18 Mar 2024 0 repositories listed
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Endora: Video Generation Models as Endoscopy Simulators17 Mar 2024 0 repositories listed
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Forging the Forger: An Attempt to Improve Authorship Verification via Data Augmentation17 Mar 2024 0 repositories listed
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Multitask frame-level learning for few-shot sound event detection17 Mar 2024 0 repositories listed
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Could We Generate Cytology Images from Histopathology Images? An Empirical Study16 Mar 2024 0 repositories listed
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Towards Robustness and Diversity: Continual Learning in Dialog Generation with Text-Mixup and Batch Nuclear-Norm Maximization16 Mar 2024 0 repositories listed
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A survey of synthetic data augmentation methods in computer vision15 Mar 2024 0 repositories listed
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Frozen Feature Augmentation for Few-Shot Image Classification15 Mar 2024 0 repositories listed
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SOMson -- Sonification of Multidimensional Data in Kohonen Maps15 Mar 2024 0 repositories listed
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Adaptive Hybrid Masking Strategy for Privacy-Preserving Face Recognition Against Model Inversion Attack14 Mar 2024 0 repositories listed
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Basque and Spanish Counter Narrative Generation: Data Creation and Evaluation14 Mar 2024 0 repositories listed
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Leveraging Foundation Model Automatic Data Augmentation Strategies and Skeletal Points for Hands Action Recognition in Industrial Assembly Lines14 Mar 2024 0 repositories listed
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Can physical information aid the generalization ability of Neural Networks for hydraulic modeling?13 Mar 2024 0 repositories listed
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Data Augmentation in Human-Centric Vision13 Mar 2024 0 repositories listed
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Data augmentation with automated machine learning: approaches and performance comparison with classical data augmentation methods13 Mar 2024 0 repositories listed
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Improved Image-based Pose Regressor Models for Underwater Environments13 Mar 2024 0 repositories listed
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Reduced Jeffries-Matusita distance: A Novel Loss Function to Improve Generalization Performance of Deep Classification Models13 Mar 2024 0 repositories listed
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Large, Small or Both: A Novel Data Augmentation Framework Based on Language Models for Debiasing Opinion Summarization12 Mar 2024 0 repositories listed
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LeOCLR: Leveraging Original Images for Contrastive Learning of Visual Representations11 Mar 2024 0 repositories listed
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Re-Simulation-based Self-Supervised Learning for Pre-Training Foundation Models11 Mar 2024 0 repositories listed
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Large Language Models on Fine-grained Emotion Detection Dataset with Data Augmentation and Transfer Learning10 Mar 2024 0 repositories listed
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Revisiting Edge Perturbation for Graph Neural Network in Graph Data Augmentation and Attack10 Mar 2024 0 repositories listed
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MATRIX: Multi-Agent Trajectory Generation with Diverse Contexts9 Mar 2024 0 repositories listed
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A Data Augmentation Pipeline to Generate Synthetic Labeled Datasets of 3D Echocardiography Images using a GAN8 Mar 2024 0 repositories listed
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Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity8 Mar 2024 0 repositories listed
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Improving the Successful Robotic Grasp Detection Using Convolutional Neural Networks8 Mar 2024 0 repositories listed
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A data-centric approach to class-specific bias in image data augmentation7 Mar 2024 0 repositories listed
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Control-based Graph Embeddings with Data Augmentation for Contrastive Learning7 Mar 2024 0 repositories listed
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Generative Active Learning with Variational Autoencoder for Radiology Data Generation in Veterinary Medicine6 Mar 2024 0 repositories listed
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AnatoMix: Anatomy-aware Data Augmentation for Multi-organ Segmentation5 Mar 2024 0 repositories listed
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Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment5 Mar 2024 0 repositories listed
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Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges5 Mar 2024 0 repositories listed
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Emergent Equivariance in Deep Ensembles5 Mar 2024 0 repositories listed
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Enhancing Generalization in Medical Visual Question Answering Tasks via Gradient-Guided Model Perturbation5 Mar 2024 0 repositories listed
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False Positive Sampling-based Data Augmentation for Enhanced 3D Object Detection Accuracy5 Mar 2024 0 repositories listed
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Large Language Models for Document-Level Event-Argument Data Augmentation for Challenging Role Types5 Mar 2024 0 repositories listed
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AS-ES Learning: Towards Efficient CoT Learning in Small Models4 Mar 2024 0 repositories listed
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Bayesian Uncertainty Estimation by Hamiltonian Monte Carlo: Applications to Cardiac MRI Segmentation4 Mar 2024 0 repositories listed
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Self-Supervised Representation Learning with Meta Comprehensive Regularization3 Mar 2024 0 repositories listed
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ShapeBoost: Boosting Human Shape Estimation with Part-Based Parameterization and Clothing-Preserving Augmentation2 Mar 2024 0 repositories listed
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Binary Gaussian Copula Synthesis: A Novel Data Augmentation Technique to Advance ML-based Clinical Decision Support Systems for Early Prediction of Dialysis Among CKD Patients1 Mar 2024 0 repositories listed
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Enhancing Protein Predictive Models via Proteins Data Augmentation: A Benchmark and New Directions1 Mar 2024 0 repositories listed
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Fractal interpolation in the context of prediction accuracy optimization1 Mar 2024 0 repositories listed
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Improving Android Malware Detection Through Data Augmentation Using Wasserstein Generative Adversarial Networks1 Mar 2024 0 repositories listed
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MALTO at SemEval-2024 Task 6: Leveraging Synthetic Data for LLM Hallucination Detection1 Mar 2024 0 repositories listed
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Predicting UAV Type: An Exploration of Sampling and Data Augmentation for Time Series Classification1 Mar 2024 0 repositories listed
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The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model1 Mar 2024 0 repositories listed
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VisRec: A Semi-Supervised Approach to Radio Interferometric Data Reconstruction1 Mar 2024 0 repositories listed
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Assessing Visually-Continuous Corruption Robustness of Neural Networks Relative to Human Performance29 Feb 2024 0 repositories listed
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Learning to Find Missing Video Frames with Synthetic Data Augmentation: A General Framework and Application in Generating Thermal Images Using RGB Cameras29 Feb 2024 0 repositories listed
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StiefelGen: A Simple, Model Agnostic Approach for Time Series Data Augmentation over Riemannian Manifolds29 Feb 2024 0 repositories listed
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Balancing Act: Distribution-Guided Debiasing in Diffusion Models28 Feb 2024 0 repositories listed
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Data augmentation method for modeling health records with applications to clopidogrel treatment failure detection28 Feb 2024 0 repositories listed
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Robust Synthetic Data-Driven Detection of Living-Off-the-Land Reverse Shells28 Feb 2024 0 repositories listed
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OccTransformer: Improving BEVFormer for 3D camera-only occupancy prediction28 Feb 2024 0 repositories listed
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Why does music source separation benefit from cacophony?28 Feb 2024 0 repositories listed
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How we won BraTS 2023 Adult Glioma challenge? Just faking it! Enhanced Synthetic Data Augmentation and Model Ensemble for brain tumour segmentation27 Feb 2024 0 repositories listed
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Mitigating Distributional Shift in Semantic Segmentation via Uncertainty Estimation from Unlabelled Data27 Feb 2024 0 repositories listed
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Read and Think: An Efficient Step-wise Multimodal Language Model for Document Understanding and Reasoning26 Feb 2024 0 repositories listed
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Generative AI in Vision: A Survey on Models, Metrics and Applications26 Feb 2024 0 repositories listed
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LLM-based Privacy Data Augmentation Guided by Knowledge Distillation with a Distribution Tutor for Medical Text Classification26 Feb 2024 0 repositories listed
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A Poisson-Gamma Dynamic Factor Model with Time-Varying Transition Dynamics26 Feb 2024 0 repositories listed