Browse State-of-the-Art › Data Augmentation › Papers, page 39
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 39 of 84: papers 3,801 to 3,900 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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A Novel Data Augmentation Tool for Enhancing Machine Learning Classification: A New Application of the Higher Order Dynamic Mode Decomposition for Improved Cardiac Disease Identification24 Nov 2024 0 repositories listed
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Machine-agnostic Automated Lumbar MRI Segmentation using a Cascaded Model Based on Generative Neurons23 Nov 2024 0 repositories listed
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Evaluating LLM Prompts for Data Augmentation in Multi-label Classification of Ecological Texts22 Nov 2024 0 repositories listed
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Reconciling Semantic Controllability and Diversity for Remote Sensing Image Synthesis with Hybrid Semantic Embedding22 Nov 2024 0 repositories listed
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Simplifying CLIP: Unleashing the Power of Large-Scale Models on Consumer-level Computers22 Nov 2024 0 repositories listed
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An Experimental Study on Data Augmentation Techniques for Named Entity Recognition on Low-Resource Domains21 Nov 2024 0 repositories listed
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Improving Routability Prediction via NAS Using a Smooth One-shot Augmented Predictor21 Nov 2024 0 repositories listed
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Next-Generation Phishing: How LLM Agents Empower Cyber Attackers21 Nov 2024 0 repositories listed
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Hard-Synth: Synthesizing Diverse Hard Samples for ASR using Zero-Shot TTS and LLM20 Nov 2024 0 repositories listed
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On the Way to LLM Personalization: Learning to Remember User Conversations20 Nov 2024 0 repositories listed
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Simulating Liquidity: Agent-Based Modeling of Illiquid Markets for Fractional Ownership20 Nov 2024 0 repositories listed
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SynEHRgy: Synthesizing Mixed-Type Structured Electronic Health Records using Decoder-Only Transformers20 Nov 2024 0 repositories listed
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Balancing Accuracy and Efficiency in Multi-Turn Intent Classification for LLM-Powered Dialog Systems in Production19 Nov 2024 0 repositories listed
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Residual Vision Transformer (ResViT) Based Self-Supervised Learning Model for Brain Tumor Classification19 Nov 2024 0 repositories listed
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Whisper Finetuning on Nepali Language19 Nov 2024 0 repositories listed
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Can Open-source LLMs Enhance Data Synthesis for Toxic Detection?: An Experimental Study18 Nov 2024 0 repositories listed
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Wafer Map Defect Classification Using Autoencoder-Based Data Augmentation and Convolutional Neural Network17 Nov 2024 0 repositories listed
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Enhancing PTSD Outcome Prediction with Ensemble Models in Disaster Contexts16 Nov 2024 0 repositories listed
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LTCXNet: Advancing Chest X-Ray Analysis with Solutions for Long-Tailed Multi-Label Classification and Fairness Challenges16 Nov 2024 0 repositories listed
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Bayesian estimation of finite mixtures of Tobit models14 Nov 2024 0 repositories listed
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Counterfactual Learning-Driven Representation Disentanglement for Search-Enhanced Recommendation14 Nov 2024 0 repositories listed
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A Heterogeneous Graph Neural Network Fusing Functional and Structural Connectivity for MCI Diagnosis13 Nov 2024 0 repositories listed
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Graph Neural Network Generalization with Gaussian Mixture Model Based Augmentation13 Nov 2024 0 repositories listed
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Optimal Transport-Based Displacement Interpolation with Data Augmentation for Reduced Order Modeling of Nonlinear Dynamical Systems13 Nov 2024 0 repositories listed
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Artificial Intelligence for Biomedical Video Generation12 Nov 2024 0 repositories listed
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Emotion Classification of Children Expressions12 Nov 2024 0 repositories listed
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Exploring Variational Autoencoders for Medical Image Generation: A Comprehensive Study11 Nov 2024 0 repositories listed
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SE(3) Equivariant Ray Embeddings for Implicit Multi-View Depth Estimation11 Nov 2024 0 repositories listed
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Clustering Algorithms and RAG Enhancing Semi-Supervised Text Classification with Large LLMs9 Nov 2024 0 repositories listed
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A Quality-Centric Framework for Generic Deepfake Detection8 Nov 2024 0 repositories listed
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Reducing Distraction in Long-Context Language Models by Focused Learning8 Nov 2024 0 repositories listed
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Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models7 Nov 2024 0 repositories listed
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GASE: Generatively Augmented Sentence Encoding7 Nov 2024 0 repositories listed
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Impact of Label Noise on Learning Complex Features7 Nov 2024 0 repositories listed
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Progressive Multi-Level Alignments for Semi-Supervised Domain Adaptation SAR Target Recognition Using Simulated Data7 Nov 2024 0 repositories listed
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Tibyan Corpus: Balanced and Comprehensive Error Coverage Corpus Using ChatGPT for Arabic Grammatical Error Correction7 Nov 2024 0 repositories listed
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On-Device Emoji Classifier Trained with GPT-based Data Augmentation for a Mobile Keyboard6 Nov 2024 0 repositories listed
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Advancing Recycling Efficiency: A Comparative Analysis of Deep Learning Models in Waste Classification5 Nov 2024 0 repositories listed
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Artificial Intelligence-Enhanced Couinaud Segmentation for Precision Liver Cancer Therapy5 Nov 2024 0 repositories listed
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ERUP-YOLO: Enhancing Object Detection Robustness for Adverse Weather Condition by Unified Image-Adaptive Processing5 Nov 2024 0 repositories listed
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Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting5 Nov 2024 0 repositories listed
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PV-faultNet: Optimized CNN Architecture to detect defects resulting efficient PV production5 Nov 2024 0 repositories listed
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A Study of Data Augmentation Techniques to Overcome Data Scarcity in Wound Classification using Deep Learning4 Nov 2024 0 repositories listed
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Building a Synthetic Vascular Model: Evaluation in an Intracranial Aneurysms Detection Scenario4 Nov 2024 0 repositories listed
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Improving Domain Generalization in Self-supervised Monocular Depth Estimation via Stabilized Adversarial Training4 Nov 2024 0 repositories listed
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NeRF-Aug: Data Augmentation for Robotics with Neural Radiance Fields4 Nov 2024 0 repositories listed
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Finding NeMo: Negative-mined Mosaic Augmentation for Referring Image Segmentation3 Nov 2024 0 repositories listed
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PreCM: The Padding-based Rotation Equivariant Convolution Mode for Semantic Segmentation3 Nov 2024 0 repositories listed
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AquaFuse: Waterbody Fusion for Physics Guided View Synthesis of Underwater Scenes2 Nov 2024 0 repositories listed
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Generative AI-based Pipeline Architecture for Increasing Training Efficiency in Intelligent Weed Control Systems1 Nov 2024 0 repositories listed
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SANN-PSZ: Spatially Adaptive Neural Network for Head-Tracked Personal Sound Zones1 Nov 2024 0 repositories listed
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Provable Benefit of Cutout and CutMix for Feature Learning31 Oct 2024 0 repositories listed
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Schema Augmentation for Zero-Shot Domain Adaptation in Dialogue State Tracking31 Oct 2024 0 repositories listed
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Does equivariance matter at scale?30 Oct 2024 0 repositories listed
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First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Atomic Activity Recognition 202430 Oct 2024 0 repositories listed
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First Place Solution to the ECCV 2024 ROAD++ Challenge @ ROAD++ Spatiotemporal Agent Detection 202430 Oct 2024 0 repositories listed
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Generative forecasting of brain activity enhances Alzheimer's classification and interpretation30 Oct 2024 0 repositories listed
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SleepNetZero: Zero-Burden Zero-Shot Reliable Sleep Staging With Neural Networks Based on Ballistocardiograms30 Oct 2024 0 repositories listed
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Attention Speaks Volumes: Localizing and Mitigating Bias in Language Models29 Oct 2024 0 repositories listed
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FairSkin: Fair Diffusion for Skin Disease Image Generation29 Oct 2024 0 repositories listed
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Guided Diffusion-based Counterfactual Augmentation for Robust Session-based Recommendation29 Oct 2024 0 repositories listed
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Saliency-Based diversity and fairness Metric and FaceKeepOriginalAugment: A Novel Approach for Enhancing Fairness and Diversity29 Oct 2024 0 repositories listed
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BongLLaMA: LLaMA for Bangla Language28 Oct 2024 0 repositories listed
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LinFormer: A Linear-based Lightweight Transformer Architecture For Time-Aware MIMO Channel Prediction28 Oct 2024 0 repositories listed
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Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification28 Oct 2024 0 repositories listed
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Relation-based Counterfactual Data Augmentation and Contrastive Learning for Robustifying Natural Language Inference Models28 Oct 2024 0 repositories listed
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Scaling-based Data Augmentation for Generative Models and its Theoretical Extension28 Oct 2024 0 repositories listed
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Synthetica: Large Scale Synthetic Data for Robot Perception28 Oct 2024 0 repositories listed
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Evaluating Neural Networks for Early Maritime Threat Detection26 Oct 2024 0 repositories listed
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SAFE setup for generative molecular design26 Oct 2024 0 repositories listed
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Your Image is Secretly the Last Frame of a Pseudo Video26 Oct 2024 0 repositories listed
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Towards Robust Out-of-Distribution Generalization: Data Augmentation and Neural Architecture Search Approaches25 Oct 2024 0 repositories listed
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Ali-AUG: Innovative Approaches to Labeled Data Augmentation using One-Step Diffusion Model24 Oct 2024 0 repositories listed
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An Investigation on Machine Learning Predictive Accuracy Improvement and Uncertainty Reduction using VAE-based Data Augmentation24 Oct 2024 0 repositories listed
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Can Self Supervision Rejuvenate Similarity-Based Link Prediction?24 Oct 2024 0 repositories listed
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Evaluating and Improving Automatic Speech Recognition Systems for Korean Meteorological Experts24 Oct 2024 0 repositories listed
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GADT: Enhancing Transferable Adversarial Attacks through Gradient-guided Adversarial Data Transformation24 Oct 2024 0 repositories listed
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Improving Model Factuality with Fine-grained Critique-based Evaluator24 Oct 2024 0 repositories listed
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Perturbation-based Graph Active Learning for Weakly-Supervised Belief Representation Learning24 Oct 2024 0 repositories listed
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Data Augmentation for Automated Adaptive Rodent Training23 Oct 2024 0 repositories listed
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Together We Can: Multilingual Automatic Post-Editing for Low-Resource Languages23 Oct 2024 0 repositories listed
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Unsupervised Domain Adaptation for Action Recognition via Self-Ensembling and Conditional Embedding Alignment23 Oct 2024 0 repositories listed
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CK4Gen: A Knowledge Distillation Framework for Generating High-Utility Synthetic Survival Datasets in Healthcare22 Oct 2024 0 repositories listed
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Enhancing Low-Resource ASR through Versatile TTS: Bridging the Data Gap22 Oct 2024 0 repositories listed
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Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence22 Oct 2024 0 repositories listed
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SaVe-TAG: Semantic-aware Vicinal Risk Minimization for Long-Tailed Text-Attributed Graphs22 Oct 2024 0 repositories listed
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Masked Clinical Modelling: A Framework for Synthetic and Augmented Survival Data Generation22 Oct 2024 0 repositories listed
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NucleiMix: Realistic Data Augmentation for Nuclei Instance Segmentation22 Oct 2024 0 repositories listed
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Polyp-E: Benchmarking the Robustness of Deep Segmentation Models via Polyp Editing22 Oct 2024 0 repositories listed
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An Explainable Contrastive-based Dilated Convolutional Network with Transformer for Pediatric Pneumonia Detection21 Oct 2024 0 repositories listed
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Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics21 Oct 2024 0 repositories listed
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Efficient Neural Network Training via Subset Pretraining21 Oct 2024 0 repositories listed
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Data Augmentation via Diffusion Model to Enhance AI Fairness20 Oct 2024 0 repositories listed
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KTCR: Improving Implicit Hate Detection with Knowledge Transfer driven Concept Refinement20 Oct 2024 0 repositories listed
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LAC: Graph Contrastive Learning with Learnable Augmentation in Continuous Space20 Oct 2024 0 repositories listed
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AugInsert: Learning Robust Visual-Force Policies via Data Augmentation for Object Assembly Tasks19 Oct 2024 0 repositories listed
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Cutting-Edge Detection of Fatigue in Drivers: A Comparative Study of Object Detection Models19 Oct 2024 0 repositories listed
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A Lightweight Multi Aspect Controlled Text Generation Solution For Large Language Models18 Oct 2024 0 repositories listed
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A Persuasion-Based Prompt Learning Approach to Improve Smishing Detection through Data Augmentation18 Oct 2024 0 repositories listed
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DFlow: Diverse Dialogue Flow Simulation with Large Language Models18 Oct 2024 0 repositories listed