Browse State-of-the-Art › Data Augmentation › Papers, page 46
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 46 of 84: papers 4,501 to 4,600 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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Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset26 Feb 2024 0 repositories listed
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Attention-GAN for Anomaly Detection: A Cutting-Edge Approach to Cybersecurity Threat Management25 Feb 2024 0 repositories listed
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Exploring the Power of Pure Attention Mechanisms in Blind Room Parameter Estimation25 Feb 2024 0 repositories listed
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GenCode: A Generic Data Augmentation Framework for Boosting Deep Learning-Based Code Understanding24 Feb 2024 0 repositories listed
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Prompt Perturbation Consistency Learning for Robust Language Models24 Feb 2024 0 repositories listed
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Entity-level Factual Adaptiveness of Fine-tuning based Abstractive Summarization Models23 Feb 2024 0 repositories listed
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CyberDemo: Augmenting Simulated Human Demonstration for Real-World Dexterous Manipulation22 Feb 2024 0 repositories listed
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On Evaluation Protocols for Data Augmentation in a Limited Data Scenario22 Feb 2024 0 repositories listed
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LLM-DA: Data Augmentation via Large Language Models for Few-Shot Named Entity Recognition22 Feb 2024 0 repositories listed
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Noise-BERT: A Unified Perturbation-Robust Framework with Noise Alignment Pre-training for Noisy Slot Filling Task22 Feb 2024 0 repositories listed
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Two-stage Cytopathological Image Synthesis for Augmenting Cervical Abnormality Screening22 Feb 2024 0 repositories listed
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Retrieval-Augmented Data Augmentation for Low-Resource Domain Tasks21 Feb 2024 0 repositories listed
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Code Needs Comments: Enhancing Code LLMs with Comment Augmentation20 Feb 2024 0 repositories listed
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Plugin Speech Enhancement: A Universal Speech Enhancement Framework Inspired by Dynamic Neural Network20 Feb 2024 0 repositories listed
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Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems20 Feb 2024 0 repositories listed
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Adversarial Feature Alignment: Balancing Robustness and Accuracy in Deep Learning via Adversarial Training19 Feb 2024 0 repositories listed
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Regularization by denoising: Bayesian model and Langevin-within-split Gibbs sampling19 Feb 2024 0 repositories listed
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Rock Classification Based on Residual Networks19 Feb 2024 0 repositories listed
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Balanced Data, Imbalanced Spectra: Unveiling Class Disparities with Spectral Imbalance18 Feb 2024 0 repositories listed
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On Good Practices for Task-Specific Distillation of Large Pretrained Visual Models17 Feb 2024 0 repositories listed
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Data Augmentation and Transfer Learning Approaches Applied to Facial Expressions Recognition15 Feb 2024 0 repositories listed
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Towards Precision Cardiovascular Analysis in Zebrafish: The ZACAF Paradigm15 Feb 2024 0 repositories listed
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Affine transformation estimation improves visual self-supervised learning14 Feb 2024 0 repositories listed
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Domain-adaptive and Subgroup-specific Cascaded Temperature Regression for Out-of-distribution Calibration14 Feb 2024 0 repositories listed
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WERank: Towards Rank Degradation Prevention for Self-Supervised Learning Using Weight Regularization14 Feb 2024 0 repositories listed
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Advancing Data-driven Weather Forecasting: Time-Sliding Data Augmentation of ERA513 Feb 2024 0 repositories listed
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MAFIA: Multi-Adapter Fused Inclusive LanguAge Models12 Feb 2024 0 repositories listed
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Enhancing Multi-field B2B Cloud Solution Matching via Contrastive Pre-training11 Feb 2024 0 repositories listed
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For Better or For Worse? Learning Minimum Variance Features With Label Augmentation10 Feb 2024 0 repositories listed
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Understanding Test-Time Augmentation10 Feb 2024 0 repositories listed
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Evaluation Metrics for Text Data Augmentation in NLP9 Feb 2024 0 repositories listed
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ExGRG: Explicitly-Generated Relation Graph for Self-Supervised Representation Learning9 Feb 2024 0 repositories listed
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Neural Rendering based Urban Scene Reconstruction for Autonomous Driving9 Feb 2024 0 repositories listed
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Pushing Boundaries: Mixup's Influence on Neural Collapse9 Feb 2024 0 repositories listed
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A Novel Approach to WaveNet Architecture for RF Signal Separation with Learnable Dilation and Data Augmentation8 Feb 2024 0 repositories listed
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Neural Models for Source Code Synthesis and Completion8 Feb 2024 0 repositories listed
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De-amplifying Bias from Differential Privacy in Language Model Fine-tuning7 Feb 2024 0 repositories listed
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PAC Learnability under Explanation-Preserving Graph Perturbations7 Feb 2024 0 repositories listed
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Detection Transformer for Teeth Detection, Segmentation, and Numbering in Oral Rare Diseases: Focus on Data Augmentation and Inpainting Techniques6 Feb 2024 0 repositories listed
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Adversarial Data Augmentation for Robust Speaker Verification5 Feb 2024 0 repositories listed
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DiffStitch: Boosting Offline Reinforcement Learning with Diffusion-based Trajectory Stitching4 Feb 2024 0 repositories listed
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Diabetes detection using deep learning techniques with oversampling and feature augmentation3 Feb 2024 0 repositories listed
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MasonPerplexity at ClimateActivism 2024: Integrating Advanced Ensemble Techniques and Data Augmentation for Climate Activism Stance and Hate Event Identification3 Feb 2024 0 repositories listed
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Simulation-Enhanced Data Augmentation for Machine Learning Pathloss Prediction3 Feb 2024 0 repositories listed
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2 Feb 2024 0 repositories listed
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A Morphologically-Aware Dictionary-based Data Augmentation Technique for Machine Translation of Under-Represented Languages2 Feb 2024 0 repositories listed
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Position Paper: Assessing Robustness, Privacy, and Fairness in Federated Learning Integrated with Foundation Models2 Feb 2024 0 repositories listed
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Coronary Artery Disease Classification with Different Lesion Degree Ranges based on Deep Learning1 Feb 2024 0 repositories listed
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Data Augmentation Scheme for Raman Spectra with Highly Correlated Annotations1 Feb 2024 0 repositories listed
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Augmenting Offline Reinforcement Learning with State-only Interactions1 Feb 2024 0 repositories listed
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Masked Conditional Diffusion Model for Enhancing Deepfake Detection1 Feb 2024 0 repositories listed
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Retrosynthesis prediction enhanced by in-silico reaction data augmentation31 Jan 2024 0 repositories listed
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Active Generation Network of Human Skeleton for Action Recognition30 Jan 2024 0 repositories listed
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Anything in Any Scene: Photorealistic Video Object Insertion30 Jan 2024 0 repositories listed
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Arabic Tweet Act: A Weighted Ensemble Pre-Trained Transformer Model for Classifying Arabic Speech Acts on Twitter30 Jan 2024 0 repositories listed
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Single Word Change is All You Need: Designing Attacks and Defenses for Text Classifiers30 Jan 2024 0 repositories listed
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ConFit: Improving Resume-Job Matching using Data Augmentation and Contrastive Learning29 Jan 2024 0 repositories listed
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Hybrid Transformer and Spatial-Temporal Self-Supervised Learning for Long-term Traffic Prediction29 Jan 2024 0 repositories listed
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Improving Data Augmentation for Robust Visual Question Answering with Effective Curriculum Learning28 Jan 2024 0 repositories listed
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Importance-Aware Data Augmentation for Document-Level Neural Machine Translation27 Jan 2024 0 repositories listed
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Additional Look into GAN-based Augmentation for Deep Learning COVID-19 Image Classification26 Jan 2024 0 repositories listed
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Diffusion-based Data Augmentation for Object Counting Problems25 Jan 2024 0 repositories listed
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Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation25 Jan 2024 0 repositories listed
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Interpretable Solutions for Breast Cancer Diagnosis with Grammatical Evolution and Data Augmentation25 Jan 2024 0 repositories listed
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Language Modelling Approaches to Adaptive Machine Translation25 Jan 2024 0 repositories listed
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Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN24 Jan 2024 0 repositories listed
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Machine Learning in Proton Exchange Membrane Water Electrolysis -- Part I: A Knowledge-Integrated Framework24 Jan 2024 0 repositories listed
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IndiText Boost: Text Augmentation for Low Resource India Languages23 Jan 2024 0 repositories listed
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On Building Myopic MPC Policies using Supervised Learning23 Jan 2024 0 repositories listed
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Data Augmentation for Traffic Classification19 Jan 2024 0 repositories listed
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SAGE-HB: Swift Adaptation and Generalization in Massive MIMO Hybrid Beamforming19 Jan 2024 0 repositories listed
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Analyzing and Mitigating Bias for Vulnerable Classes: Towards Balanced Representation in Dataset18 Jan 2024 0 repositories listed
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Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention18 Jan 2024 0 repositories listed
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Interplay of Semantic Communication and Knowledge Learning18 Jan 2024 0 repositories listed
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Simple and effective data augmentation for compositional generalization18 Jan 2024 0 repositories listed
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Efficient Training of Generalizable Visuomotor Policies via Control-Aware Augmentation17 Jan 2024 0 repositories listed
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Self-supervised New Activity Detection in Sensor-based Smart Environments17 Jan 2024 0 repositories listed
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On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations17 Jan 2024 0 repositories listed
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Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search17 Jan 2024 0 repositories listed
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Augmenting Ground-Level PM2.5 Prediction via Kriging-Based Pseudo-Label Generation16 Jan 2024 0 repositories listed
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15 Jan 2024 0 repositories listed
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Enhanced Few-Shot Class-Incremental Learning via Ensemble Models14 Jan 2024 0 repositories listed
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Contrastive Learning with Negative Sampling Correction13 Jan 2024 0 repositories listed
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UniVision: A Unified Framework for Vision-Centric 3D Perception13 Jan 2024 0 repositories listed
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Local Gamma Augmentation for Ischemic Stroke Lesion Segmentation on MRI12 Jan 2024 0 repositories listed
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Maximum-Entropy Adversarial Audio Augmentation for Keyword Spotting12 Jan 2024 0 repositories listed
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Chain of History: Learning and Forecasting with LLMs for Temporal Knowledge Graph Completion11 Jan 2024 0 repositories listed
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Evaluating Data Augmentation Techniques for Coffee Leaf Disease Classification11 Jan 2024 0 repositories listed
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Learning Generalizable Models via Disentangling Spurious and Enhancing Potential Correlations11 Jan 2024 0 repositories listed
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Content-Conditioned Generation of Stylized Free hand Sketches9 Jan 2024 0 repositories listed
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Low-Resource Vision Challenges for Foundation Models9 Jan 2024 0 repositories listed
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A Span-based Model for Extracting Overlapping PICO Entities from RCT Publications8 Jan 2024 0 repositories listed
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Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification8 Jan 2024 0 repositories listed
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Limitations of Data-Driven Spectral Reconstruction -- Optics-Aware Analysis and Mitigation8 Jan 2024 0 repositories listed
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NeRFmentation: NeRF-based Augmentation for Monocular Depth Estimation8 Jan 2024 0 repositories listed
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Robust Calibration For Improved Weather Prediction Under Distributional Shift8 Jan 2024 0 repositories listed
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Unifying Graph Contrastive Learning via Graph Message Augmentation8 Jan 2024 0 repositories listed
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ICMC-ASR: The ICASSP 2024 In-Car Multi-Channel Automatic Speech Recognition Challenge7 Jan 2024 0 repositories listed
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Predicting the Skies: A Novel Model for Flight-Level Passenger Traffic Forecasting7 Jan 2024 0 repositories listed
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Advancing DDoS Attack Detection: A Synergistic Approach Using Deep Residual Neural Networks and Synthetic Oversampling6 Jan 2024 0 repositories listed