Browse State-of-the-Art › Data Augmentation › Papers, page 36
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 36 of 84: papers 3,501 to 3,600 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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Targeted Data Poisoning for Black-Box Audio Datasets Ownership Verification13 Mar 2025 0 repositories listed
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DAST: Difficulty-Aware Self-Training on Large Language Models12 Mar 2025 0 repositories listed
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SE(3)-Equivariant Robot Learning and Control: A Tutorial Survey12 Mar 2025 0 repositories listed
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A Grey-box Text Attack Framework using Explainable AI11 Mar 2025 0 repositories listed
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An Exhaustive Evaluation of TTS- and VC-based Data Augmentation for ASR11 Mar 2025 0 repositories listed
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Automating Violence Detection and Categorization from Ancient Texts11 Mar 2025 0 repositories listed
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Preserving Product Fidelity in Large Scale Image Recontextualization with Diffusion Models11 Mar 2025 0 repositories listed
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Global Context Is All You Need for Parallel Efficient Tractography Parcellation10 Mar 2025 0 repositories listed
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SDTrack: A Baseline for Event-based Tracking via Spiking Neural Networks9 Mar 2025 0 repositories listed
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SHIP: A Shapelet-based Approach for Interpretable Patient-Ventilator Asynchrony Detection9 Mar 2025 0 repositories listed
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Why Pre-trained Models Fail: Feature Entanglement in Multi-modal Depression Detection9 Mar 2025 0 repositories listed
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An Empirical Study of Causal Relation Extraction Transfer: Design and Data8 Mar 2025 0 repositories listed
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End-to-End Action Segmentation Transformer8 Mar 2025 0 repositories listed
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Fine-Grained Bias Detection in LLM: Enhancing detection mechanisms for nuanced biases8 Mar 2025 0 repositories listed
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Handwritten Digit Recognition: An Ensemble-Based Approach for Superior Performance8 Mar 2025 0 repositories listed
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Learning to Drive by Imitating Surrounding Vehicles8 Mar 2025 0 repositories listed
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From Style to Facts: Mapping the Boundaries of Knowledge Injection with Finetuning7 Mar 2025 0 repositories listed
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SAS: Segment Anything Small for Ultrasound -- A Non-Generative Data Augmentation Technique for Robust Deep Learning in Ultrasound Imaging7 Mar 2025 0 repositories listed
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HILGEN: Hierarchically-Informed Data Generation for Biomedical NER Using Knowledgebases and Large Language Models6 Mar 2025 0 repositories listed
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Image Data Augmentation for the TAIGA-IACT Experiment with Conditional Generative Adversarial Networks6 Mar 2025 0 repositories listed
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Using Test-Time Data Augmentation for Cross-Domain Atrial Fibrillation Detection from ECG Signals6 Mar 2025 0 repositories listed
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Augmentation-Based Deep Learning for Identification of Circulating Tumor Cells5 Mar 2025 0 repositories listed
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Automatic Drywall Analysis for Progress Tracking and Quality Control in Construction5 Mar 2025 0 repositories listed
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Effective LLM Knowledge Learning via Model Generalization5 Mar 2025 0 repositories listed
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Rethinking Few-Shot Medical Image Segmentation by SAM2: A Training-Free Framework with Augmentative Prompting and Dynamic Matching5 Mar 2025 0 repositories listed
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Towards Robust Universal Information Extraction: Benchmark, Evaluation, and Solution5 Mar 2025 0 repositories listed
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BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling4 Mar 2025 0 repositories listed
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Class-Aware PillarMix: Can Mixed Sample Data Augmentation Enhance 3D Object Detection with Radar Point Clouds?4 Mar 2025 0 repositories listed
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Limited Effectiveness of LLM-based Data Augmentation for COVID-19 Misinformation Stance Detection4 Mar 2025 0 repositories listed
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Memorize or Generalize? Evaluating LLM Code Generation with Evolved Questions4 Mar 2025 0 repositories listed
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Data Augmentation for NeRFs in the Low Data Limit3 Mar 2025 0 repositories listed
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Random Walks in Self-supervised Learning for Triangular Meshes2 Mar 2025 0 repositories listed
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AI-Augmented Thyroid Scintigraphy for Robust Classification1 Mar 2025 0 repositories listed
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UoR-NCL at SemEval-2025 Task 1: Using Generative LLMs and CLIP Models for Multilingual Multimodal Idiomaticity Representation28 Feb 2025 0 repositories listed
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A data augmentation strategy for deep neural networks with application to epidemic modelling28 Feb 2025 0 repositories listed
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MIDAS: Mixing Ambiguous Data with Soft Labels for Dynamic Facial Expression Recognition28 Feb 2025 0 repositories listed
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Style Content Decomposition-based Data Augmentation for Domain Generalizable Medical Image Segmentation28 Feb 2025 0 repositories listed
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cMIM: A Contrastive Mutual Information Framework for Unified Generative and Discriminative Representation Learning27 Feb 2025 0 repositories listed
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Language-Informed Hyperspectral Image Synthesis for Imbalanced-Small Sample Classification via Semi-Supervised Conditional Diffusion Model27 Feb 2025 0 repositories listed
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Learning with Exact Invariances in Polynomial Time27 Feb 2025 0 repositories listed
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Order Doesn't Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation27 Feb 2025 0 repositories listed
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Easy-Poly: A Easy Polyhedral Framework For 3D Multi-Object Tracking25 Feb 2025 0 repositories listed
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Graph Augmentation for Cross Graph Domain Generalization25 Feb 2025 0 repositories listed
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MAGE: Multi-Head Attention Guided Embeddings for Low Resource Sentiment Classification25 Feb 2025 0 repositories listed
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Robust Polyp Detection and Diagnosis through Compositional Prompt-Guided Diffusion Models25 Feb 2025 0 repositories listed
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Your Language Model May Think Too Rigidly: Achieving Reasoning Consistency with Symmetry-Enhanced Training25 Feb 2025 0 repositories listed
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Contrastive Visual Data Augmentation24 Feb 2025 0 repositories listed
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GCC: Generative Color Constancy via Diffusing a Color Checker24 Feb 2025 0 repositories listed
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On Neural Inertial Classification Networks for Pedestrian Activity Recognition23 Feb 2025 0 repositories listed
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SQLong: Enhanced NL2SQL for Longer Contexts with LLMs23 Feb 2025 0 repositories listed
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Enhancing LLMs for Identifying and Prioritizing Important Medical Jargons from Electronic Health Record Notes Utilizing Data Augmentation22 Feb 2025 0 repositories listed
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Patch Stitching Data Augmentation for Cancer Classification in Pathology Images22 Feb 2025 0 repositories listed
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Physics-Informed Gradient Estimation for Accelerating Deep Learning based AC-OPF22 Feb 2025 0 repositories listed
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Single Domain Generalization with Model-aware Parametric Batch-wise Mixup22 Feb 2025 0 repositories listed
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USegMix: Unsupervised Segment Mix for Efficient Data Augmentation in Pathology Images22 Feb 2025 0 repositories listed
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Inverse Surrogate Model of a Soft X-Ray Spectrometer using Domain Adaptation21 Feb 2025 0 repositories listed
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CrossFuse: Learning Infrared and Visible Image Fusion by Cross-Sensor Top-K Vision Alignment and Beyond20 Feb 2025 0 repositories listed
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External Large Foundation Model: How to Efficiently Serve Trillions of Parameters for Online Ads Recommendation20 Feb 2025 0 repositories listed
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Humanoid-VLA: Towards Universal Humanoid Control with Visual Integration20 Feb 2025 0 repositories listed
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Reducing false positives in strong lens detection through effective augmentation and ensemble learning20 Feb 2025 0 repositories listed
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TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation20 Feb 2025 0 repositories listed
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AS-GCL: Asymmetric Spectral Augmentation on Graph Contrastive Learning19 Feb 2025 0 repositories listed
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Image compositing is all you need for data augmentation19 Feb 2025 0 repositories listed
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Fake It Till You Make It: Using Synthetic Data and Domain Knowledge for Improved Text-Based Learning for LGE Detection18 Feb 2025 0 repositories listed
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Generative AI Enabled Robust Data Augmentation for Wireless Sensing in ISAC Networks18 Feb 2025 0 repositories listed
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Integrating Arithmetic Learning Improves Mathematical Reasoning in Smaller Models18 Feb 2025 0 repositories listed
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Building A Proof-Oriented Programmer That Is 64% Better Than GPT-4o Under Data Scarcity17 Feb 2025 0 repositories listed
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Diversity-Oriented Data Augmentation with Large Language Models17 Feb 2025 0 repositories listed
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SpeechT: Findings of the First Mentorship in Speech Translation17 Feb 2025 0 repositories listed
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AudioSpa: Spatializing Sound Events with Text16 Feb 2025 0 repositories listed
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CARMA: Enhanced Compositionality in LLMs via Advanced Regularisation and Mutual Information Alignment16 Feb 2025 0 repositories listed
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Generating Skyline Datasets for Data Science Models16 Feb 2025 0 repositories listed
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NeuroAMP: A Novel End-to-end General Purpose Deep Neural Amplifier for Personalized Hearing Aids15 Feb 2025 0 repositories listed
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A Robust Attack: Displacement Backdoor Attack14 Feb 2025 0 repositories listed
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Adaptive Neural Networks for Intelligent Data-Driven Development14 Feb 2025 0 repositories listed
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Causal Information Prioritization for Efficient Reinforcement Learning14 Feb 2025 0 repositories listed
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Rao-Blackwell Gradient Estimators for Equivariant Denoising Diffusion14 Feb 2025 0 repositories listed
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Generalizability through Explainability: Countering Overfitting with Counterfactual Examples13 Feb 2025 0 repositories listed
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Towards Understanding Why Data Augmentation Improves Generalization13 Feb 2025 0 repositories listed
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Advancing machine fault diagnosis: A detailed examination of convolutional neural networks12 Feb 2025 0 repositories listed
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Foliar Uptake of Biocides: Statistical Assessment of Compartmental and Diffusion-Based Models12 Feb 2025 0 repositories listed
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Low-Resolution Neural Networks12 Feb 2025 0 repositories listed
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Robustly Learning Monotone Generalized Linear Models via Data Augmentation12 Feb 2025 0 repositories listed
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An Advanced NLP Framework for Automated Medical Diagnosis with DeBERTa and Dynamic Contextual Positional Gating11 Feb 2025 0 repositories listed
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Federated Self-supervised Domain Generalization for Label-efficient Polyp Segmentation11 Feb 2025 0 repositories listed
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Towards Understanding of Frequency Dependence on Sound Event Detection11 Feb 2025 0 repositories listed
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A Framework for Supervised and Unsupervised Segmentation and Classification of Materials Microstructure Images10 Feb 2025 0 repositories listed
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Universality of High-Dimensional Logistic Regression and a Novel CGMT under Dependence with Applications to Data Augmentation10 Feb 2025 0 repositories listed
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AI-Driven HSI: Multimodality, Fusion, Challenges, and the Deep Learning Revolution9 Feb 2025 0 repositories listed
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WatchGuardian: Enabling User-Defined Personalized Just-in-Time Intervention on Smartwatch9 Feb 2025 0 repositories listed
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DCENWCNet: A Deep CNN Ensemble Network for White Blood Cell Classification with LIME-Based Explainability8 Feb 2025 0 repositories listed
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Diagonal Symmetrization of Neural Network Solvers for the Many-Electron Schrödinger Equation7 Feb 2025 0 repositories listed
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Importance Sampling via Score-based Generative Models7 Feb 2025 0 repositories listed
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NextBestPath: Efficient 3D Mapping of Unseen Environments7 Feb 2025 0 repositories listed
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Reformulation for Pretraining Data Augmentation6 Feb 2025 0 repositories listed
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Synthetic Poisoning Attacks: The Impact of Poisoned MRI Image on U-Net Brain Tumor Segmentation6 Feb 2025 0 repositories listed
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Understanding and Mitigating the Bias Inheritance in LLM-based Data Augmentation on Downstream Tasks6 Feb 2025 0 repositories listed
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YOLOv4: A Breakthrough in Real-Time Object Detection6 Feb 2025 0 repositories listed
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TopoCL: Topological Contrastive Learning for Time Series5 Feb 2025 0 repositories listed
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Conversation AI Dialog for Medicare powered by Finetuning and Retrieval Augmented Generation4 Feb 2025 0 repositories listed