Browse State-of-the-Art › Data Augmentation › Papers, page 42
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 42 of 84: papers 4,101 to 4,200 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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Winning Amazon KDD Cup'245 Aug 2024 0 repositories listed
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Label Augmentation for Neural Networks Robustness4 Aug 2024 0 repositories listed
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Trainable Pointwise Decoder Module for Point Cloud Segmentation2 Aug 2024 0 repositories listed
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A Simple Background Augmentation Method for Object Detection with Diffusion Model1 Aug 2024 0 repositories listed
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VITAL: Interactive Few-Shot Imitation Learning via Visual Human-in-the-Loop Corrections30 Jul 2024 0 repositories listed
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A Model Generalization Study in Localizing Indoor Cows with COw LOcalization (COLO) dataset29 Jul 2024 0 repositories listed
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Exploring Robust Face-Voice Matching in Multilingual Environments29 Jul 2024 0 repositories listed
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Fusion Self-supervised Learning for Recommendation29 Jul 2024 0 repositories listed
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Investigating the Impact of Semi-Supervised Methods with Data Augmentation on Offensive Language Detection in Romanian Language29 Jul 2024 0 repositories listed
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SpaER: Learning Spatio-temporal Equivariant Representations for Fetal Brain Motion Tracking29 Jul 2024 0 repositories listed
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Guidance-Based Prompt Data Augmentation in Specialized Domains for Named Entity Recognition26 Jul 2024 0 repositories listed
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A Unified Understanding of Adversarial Vulnerability Regarding Unimodal Models and Vision-Language Pre-training Models25 Jul 2024 0 repositories listed
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Enhancing Eye Disease Diagnosis with Deep Learning and Synthetic Data Augmentation25 Jul 2024 0 repositories listed
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Domain Generalized Recaptured Screen Image Identification Using SWIN Transformer24 Jul 2024 0 repositories listed
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Utilizing Generative Adversarial Networks for Image Data Augmentation and Classification of Semiconductor Wafer Dicing Induced Defects24 Jul 2024 0 repositories listed
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Topology Reorganized Graph Contrastive Learning with Mitigating Semantic Drift23 Jul 2024 0 repositories listed
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MODRL-TA:A Multi-Objective Deep Reinforcement Learning Framework for Traffic Allocation in E-Commerce Search22 Jul 2024 0 repositories listed
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Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction22 Jul 2024 0 repositories listed
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Transformer-based Capacity Prediction for Lithium-ion Batteries with Data Augmentation22 Jul 2024 0 repositories listed
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TADA: Temporal Adversarial Data Augmentation for Time Series Data21 Jul 2024 0 repositories listed
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Data Augmentation in Graph Neural Networks: The Role of Generated Synthetic Graphs20 Jul 2024 0 repositories listed
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Improving EEG Classification Through Randomly Reassembling Original and Generated Data with Transformer-based Diffusion Models20 Jul 2024 0 repositories listed
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Controllable and Efficient Multi-Class Pathology Nuclei Data Augmentation using Text-Conditioned Diffusion Models19 Jul 2024 0 repositories listed
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Seismic Fault SAM: Adapting SAM with Lightweight Modules and 2.5D Strategy for Fault Detection19 Jul 2024 0 repositories listed
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Shape and Style GAN-based Multispectral Data Augmentation for Crop/Weed Segmentation in Precision Farming19 Jul 2024 0 repositories listed
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Time Series Generative Learning with Application to Brain Imaging Analysis19 Jul 2024 0 repositories listed
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Beyond Augmentation: Empowering Model Robustness under Extreme Capture Environments18 Jul 2024 0 repositories listed
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Data-Algorithm-Architecture Co-Optimization for Fair Neural Networks on Skin Lesion Dataset18 Jul 2024 0 repositories listed
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Improving the Robustness and Clinical Applicability of Automatic Respiratory Sound Classification Using Deep Learning-Based Audio Enhancement: Algorithm Development and Validation18 Jul 2024 0 repositories listed
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Calibrated Diverse Ensemble Entropy Minimization for Robust Test-Time Adaptation in Prostate Cancer Detection17 Jul 2024 0 repositories listed
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Struct-X: Enhancing Large Language Models Reasoning with Structured Data17 Jul 2024 0 repositories listed
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DiNO-Diffusion. Scaling Medical Diffusion via Self-Supervised Pre-Training16 Jul 2024 0 repositories listed
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Team HYU ASML ROBOVOX SP Cup 2024 System Description16 Jul 2024 0 repositories listed
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Melon Fruit Detection and Quality Assessment Using Generative AI-Based Image Data Augmentation15 Jul 2024 0 repositories listed
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MetaTool: Facilitating Large Language Models to Master Tools with Meta-task Augmentation15 Jul 2024 0 repositories listed
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Mitigating Data Imbalance for Software Vulnerability Assessment: Does Data Augmentation Help?15 Jul 2024 0 repositories listed
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TCM-FTP: Fine-Tuning Large Language Models for Herbal Prescription Prediction15 Jul 2024 0 repositories listed
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The Hidden Influence of Latent Feature Magnitude When Learning with Imbalanced Data14 Jul 2024 0 repositories listed
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Deep reinforcement learning with symmetric data augmentation applied for aircraft lateral attitude tracking control13 Jul 2024 0 repositories listed
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Bora: Biomedical Generalist Video Generation Model12 Jul 2024 0 repositories listed
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Does Incomplete Syntax Influence Korean Language Model? Focusing on Word Order and Case Markers12 Jul 2024 0 repositories listed
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URRL-IMVC: Unified and Robust Representation Learning for Incomplete Multi-View Clustering12 Jul 2024 0 repositories listed
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An Unsupervised Domain Adaptation Method for Locating Manipulated Region in partially fake Audio11 Jul 2024 0 repositories listed
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CXR-Agent: Vision-language models for chest X-ray interpretation with uncertainty aware radiology reporting11 Jul 2024 0 repositories listed
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Enhancing Robustness of Vision-Language Models through Orthogonality Learning and Self-Regularization11 Jul 2024 0 repositories listed
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Enrich the content of the image Using Context-Aware Copy Paste11 Jul 2024 0 repositories listed
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Investigating Public Fine-Tuning Datasets: A Complex Review of Current Practices from a Construction Perspective11 Jul 2024 0 repositories listed
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Latent Conditional Diffusion-based Data Augmentation for Continuous-Time Dynamic Graph Model11 Jul 2024 0 repositories listed
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Semi-Supervised Object Detection: A Survey on Progress from CNN to Transformer11 Jul 2024 0 repositories listed
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A Guide To Effectively Leveraging LLMs for Low-Resource Text Summarization: Data Augmentation and Semi-supervised Approaches10 Jul 2024 0 repositories listed
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VEnhancer: Generative Space-Time Enhancement for Video Generation10 Jul 2024 0 repositories listed
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Video-to-Audio Generation with Hidden Alignment10 Jul 2024 0 repositories listed
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Sustainable techniques to improve Data Quality for training image-based explanatory models for Recommender Systems9 Jul 2024 0 repositories listed
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Robust and Explainable Framework to Address Data Scarcity in Diagnostic Imaging9 Jul 2024 0 repositories listed
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Assessing Cardiomegaly in Dogs Using a Simple CNN Model8 Jul 2024 0 repositories listed
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Enhanced Model Robustness to Input Corruptions by Per-corruption Adaptation of Normalization Statistics8 Jul 2024 0 repositories listed
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Invariance Principle Meets Vicinal Risk Minimization8 Jul 2024 0 repositories listed
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Conditional Semi-Supervised Data Augmentation for Spam Message Detection with Low Resource Data6 Jul 2024 0 repositories listed
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Synthetic Data Aided Federated Learning Using Foundation Models6 Jul 2024 0 repositories listed
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TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation5 Jul 2024 0 repositories listed
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Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions4 Jul 2024 0 repositories listed
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Generative Technology for Human Emotion Recognition: A Scope Review4 Jul 2024 0 repositories listed
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Improving Accented Speech Recognition using Data Augmentation based on Unsupervised Text-to-Speech Synthesis4 Jul 2024 0 repositories listed
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Query-oriented Data Augmentation for Session Search4 Jul 2024 0 repositories listed
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Boosting Biomedical Concept Extraction by Rule-Based Data Augmentation3 Jul 2024 0 repositories listed
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DACB-Net: Dual Attention Guided Compact Bilinear Convolution Neural Network for Skin Disease Classification3 Jul 2024 0 repositories listed
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Ensemble of pre-trained language models and data augmentation for hate speech detection from Arabic tweets2 Jul 2024 0 repositories listed
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Analyzing Persuasive Strategies in Meme Texts: A Fusion of Language Models with Paraphrase Enrichment1 Jul 2024 0 repositories listed
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Channel Modeling Aided Dataset Generation for AI-Enabled CSI Feedback: Advances, Challenges, and Solutions1 Jul 2024 0 repositories listed
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Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing1 Jul 2024 0 repositories listed
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Improving Trip Mode Choice Modeling Using Ensemble Synthesizer (ENSY)1 Jul 2024 0 repositories listed
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SGCCNet: Single-Stage 3D Object Detector With Saliency-Guided Data Augmentation and Confidence Correction Mechanism1 Jul 2024 0 repositories listed
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Heterogeneous Graph Contrastive Learning with Spectral Augmentation30 Jun 2024 0 repositories listed
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Iterative Data Generation with Large Language Models for Aspect-based Sentiment Analysis29 Jun 2024 0 repositories listed
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LLM-Generated Natural Language Meets Scaling Laws: New Explorations and Data Augmentation Methods29 Jun 2024 0 repositories listed
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A Survey on Deep Clustering: From the Prior Perspective28 Jun 2024 0 repositories listed
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Mining Reasons For And Against Vaccination From Unstructured Data Using Nichesourcing and AI Data Augmentation28 Jun 2024 0 repositories listed
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Multi-Epoch learning with Data Augmentation for Deep Click-Through Rate Prediction27 Jun 2024 0 repositories listed
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RoFIR: Robust Fisheye Image Rectification Framework Impervious to Optical Center Deviation27 Jun 2024 0 repositories listed
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Zero-shot domain adaptation based on dual-level mix and contrast27 Jun 2024 0 repositories listed
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Effects of Using Synthetic Data on Deep Recommender Models' Performance26 Jun 2024 0 repositories listed
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Explicit Diversity Conditions for Effective Question Answer Generation with Large Language Models26 Jun 2024 0 repositories listed
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Sequential Disentanglement by Extracting Static Information From A Single Sequence Element26 Jun 2024 0 repositories listed
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View-Invariant Pixelwise Anomaly Detection in Multi-object Scenes with Adaptive View Synthesis26 Jun 2024 0 repositories listed
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VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges26 Jun 2024 0 repositories listed
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Detection of Synthetic Face Images: Accuracy, Robustness, Generalization25 Jun 2024 0 repositories listed
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Generative Expansion of Small Datasets: An Expansive Graph Approach25 Jun 2024 0 repositories listed
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Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translation25 Jun 2024 0 repositories listed
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Sound Tagging in Infant-centric Home Soundscapes25 Jun 2024 0 repositories listed
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Convolutional neural network for Lyman break galaxies classification and redshift regression in DESI (Dark Energy Spectroscopic Instrument)24 Jun 2024 0 repositories listed
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Data Augmentation of Multi-turn Psychological Dialogue via Knowledge-driven Progressive Thought Prompting24 Jun 2024 0 repositories listed
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Leveraging Knowledge Distillation for Lightweight Skin Cancer Classification: Balancing Accuracy and Computational Efficiency24 Jun 2024 0 repositories listed
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Task Oriented In-Domain Data Augmentation24 Jun 2024 0 repositories listed
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Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods23 Jun 2024 0 repositories listed
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Pose-dIVE: Pose-Diversified Augmentation with Diffusion Model for Person Re-Identification23 Jun 2024 0 repositories listed
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Multimodal Physiological Signals Representation Learning via Multiscale Contrasting for Depression Recognition22 Jun 2024 0 repositories listed
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Exploring Audio-Visual Information Fusion for Sound Event Localization and Detection In Low-Resource Realistic Scenarios21 Jun 2024 0 repositories listed
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From Overfitting to Robustness: Quantity, Quality, and Variety Oriented Negative Sample Selection in Graph Contrastive Learning21 Jun 2024 0 repositories listed
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Self-supervised Brain Lesion Generation for Effective Data Augmentation of Medical Images21 Jun 2024 0 repositories listed
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Factual Dialogue Summarization via Learning from Large Language Models20 Jun 2024 0 repositories listed