Browse State-of-the-Art › Data Augmentation › Papers, page 35
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 35 of 84: papers 3,401 to 3,500 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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Improving Generalization in MRI-Based Deep Learning Models for Total Knee Replacement Prediction27 Apr 2025 0 repositories listed
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SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning26 Apr 2025 0 repositories listed
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Generative AI for Physical-Layer Authentication25 Apr 2025 0 repositories listed
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Outlier-aware Tensor Robust Principal Component Analysis with Self-guided Data Augmentation25 Apr 2025 0 repositories listed
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CKMDiff: A Generative Diffusion Model for CKM Construction via Inverse Problems with Learned Priors24 Apr 2025 0 repositories listed
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Occlusion-Aware Self-Supervised Monocular Depth Estimation for Weak-Texture Endoscopic Images24 Apr 2025 0 repositories listed
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Assessing the Feasibility of Internet-Sourced Video for Automatic Cattle Lameness Detection23 Apr 2025 0 repositories listed
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DAPLSR: Data Augmentation Partial Least Squares Regression Model via Manifold Optimization23 Apr 2025 0 repositories listed
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Few-shot Hate Speech Detection Based on the MindSpore Framework22 Apr 2025 0 repositories listed
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VLM-based Prompts as the Optimal Assistant for Unpaired Histopathology Virtual Staining22 Apr 2025 0 repositories listed
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Diffusion Bridge Models for 3D Medical Image Translation21 Apr 2025 0 repositories listed
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From Dialect Gaps to Identity Maps: Tackling Variability in Speaker Verification21 Apr 2025 0 repositories listed
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From Reviews to Dialogues: Active Synthesis for Zero-Shot LLM-based Conversational Recommender System21 Apr 2025 0 repositories listed
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Enhancing DR Classification with Swin Transformer and Shifted Window Attention20 Apr 2025 0 repositories listed
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Data Augmentation Using Neural Acoustic Fields With Retrieval-Augmented Pre-training19 Apr 2025 0 repositories listed
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ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models17 Apr 2025 0 repositories listed
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Crossing the Human-Robot Embodiment Gap with Sim-to-Real RL using One Human Demonstration17 Apr 2025 0 repositories listed
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MathPhys-Guided Coarse-to-Fine Anomaly Synthesis with SQE-Driven Bi-Level Optimization for Anomaly Detection17 Apr 2025 0 repositories listed
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Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios16 Apr 2025 0 repositories listed
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CDUPatch: Color-Driven Universal Adversarial Patch Attack for Dual-Modal Visible-Infrared Detectors15 Apr 2025 0 repositories listed
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Data Augmentation Through Random Style Replacement14 Apr 2025 0 repositories listed
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Decoupled Diffusion Sparks Adaptive Scene Generation14 Apr 2025 0 repositories listed
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Dual-Path Enhancements in Event-Based Eye Tracking: Augmented Robustness and Adaptive Temporal Modeling14 Apr 2025 0 repositories listed
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Towards contrast- and pathology-agnostic clinical fetal brain MRI segmentation using SynthSeg14 Apr 2025 0 repositories listed
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VAE-based Feature Disentanglement for Data Augmentation and Compression in Generalized GNSS Interference Classification14 Apr 2025 0 repositories listed
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Mitigating Long-tail Distribution in Oracle Bone Inscriptions: Dataset, Model, and Benchmark13 Apr 2025 0 repositories listed
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Span-level Emotion-Cause-Category Triplet Extraction with Instruction Tuning LLMs and Data Augmentation13 Apr 2025 0 repositories listed
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seg2med: a bridge from artificial anatomy to multimodal medical images12 Apr 2025 0 repositories listed
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Diffusion Models for Robotic Manipulation: A Survey11 Apr 2025 0 repositories listed
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Deep Learning-Based Wideband Spectrum Sensing with Dual-Representation Inputs and Subband Shuffling Augmentation10 Apr 2025 0 repositories listed
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The Efficacy of Semantics-Preserving Transformations in Self-Supervised Learning for Medical Ultrasound10 Apr 2025 0 repositories listed
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MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection9 Apr 2025 0 repositories listed
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WoundAmbit: Bridging State-of-the-Art Semantic Segmentation and Real-World Wound Care8 Apr 2025 0 repositories listed
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AdvKT: An Adversarial Multi-Step Training Framework for Knowledge Tracing7 Apr 2025 0 repositories listed
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Attentional Graph Meta-Learning for Indoor Localization Using Extremely Sparse Fingerprints7 Apr 2025 0 repositories listed
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Dynamic hysteresis model of grain-oriented ferromagnetic material using neural operators7 Apr 2025 0 repositories listed
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Enhancing NER Performance in Low-Resource Pakistani Languages using Cross-Lingual Data Augmentation7 Apr 2025 0 repositories listed
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S^4M: Boosting Semi-Supervised Instance Segmentation with SAM7 Apr 2025 0 repositories listed
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6 Apr 2025 0 repositories listed
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Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review4 Apr 2025 0 repositories listed
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Finding the Reflection Point: Unpadding Images to Remove Data Augmentation Artifacts in Large Open Source Image Datasets for Machine Learning4 Apr 2025 0 repositories listed
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Mind the Prompt: Prompting Strategies in Audio Generations for Improving Sound Classification4 Apr 2025 0 repositories listed
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QIRL: Boosting Visual Question Answering via Optimized Question-Image Relation Learning4 Apr 2025 0 repositories listed
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Reciprocity-Aware Convolutional Neural Networks for Map-Based Path Loss Prediction4 Apr 2025 0 repositories listed
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LinTO Audio and Textual Datasets to Train and Evaluate Automatic Speech Recognition in Tunisian Arabic Dialect3 Apr 2025 0 repositories listed
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State-of-the-Art Translation of Text-to-Gloss using mBART : A case study of Bangla3 Apr 2025 0 repositories listed
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Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates2 Apr 2025 0 repositories listed
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Beyond Nearest Neighbor Interpolation in Data Augmentation2 Apr 2025 0 repositories listed
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Enhancing Traffic Sign Recognition On The Performance Based On Yolov82 Apr 2025 0 repositories listed
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Enlightenment Period Improving DNN Performance2 Apr 2025 0 repositories listed
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Instance Migration Diffusion for Nuclear Instance Segmentation in Pathology2 Apr 2025 0 repositories listed
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Neural Style Transfer for Synthesising a Dataset of Ancient Egyptian Hieroglyphs2 Apr 2025 0 repositories listed
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UAVTwin: Neural Digital Twins for UAVs using Gaussian Splatting2 Apr 2025 0 repositories listed
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Global Intervention and Distillation for Federated Out-of-Distribution Generalization1 Apr 2025 0 repositories listed
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BBoxCut: A Targeted Data Augmentation Technique for Enhancing Wheat Head Detection Under Occlusions31 Mar 2025 0 repositories listed
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Evaluation of (Un-)Supervised Machine Learning Methods for GNSS Interference Classification with Real-World Data Discrepancies31 Mar 2025 0 repositories listed
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Few-Shot Generation of Brain Tumors for Secure and Fair Data Sharing31 Mar 2025 0 repositories listed
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WHERE and WHICH: Iterative Debate for Biomedical Synthetic Data Augmentation31 Mar 2025 0 repositories listed
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Advancing Sentiment Analysis in Tamil-English Code-Mixed Texts: Challenges and Transformer-Based Solutions30 Mar 2025 0 repositories listed
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The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASR30 Mar 2025 0 repositories listed
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Comparing Methods for Bias Mitigation in Graph Neural Networks28 Mar 2025 0 repositories listed
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Enhancing DeepLabV3+ to Fuse Aerial and Satellite Images for Semantic Segmentation28 Mar 2025 0 repositories listed
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An improved EfficientNetV2 for garbage classification27 Mar 2025 0 repositories listed
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Benchmarking Machine Learning Methods for Distributed Acoustic Sensing26 Mar 2025 0 repositories listed
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Dynamic Motion Blending for Versatile Motion Editing26 Mar 2025 0 repositories listed
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Model-Based Offline Reinforcement Learning with Adversarial Data Augmentation26 Mar 2025 0 repositories listed
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Small Object Detection: A Comprehensive Survey on Challenges, Techniques and Real-World Applications26 Mar 2025 0 repositories listed
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Synthetic Data Augmentation for Cross-domain Implicit Discourse Relation Recognition26 Mar 2025 0 repositories listed
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UFM: Unified Feature Matching Pre-training with Multi-Modal Image Assistants26 Mar 2025 0 repositories listed
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Recover from Horcrux: A Spectrogram Augmentation Method for Cardiac Feature Monitoring from Radar Signal Components25 Mar 2025 0 repositories listed
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TeLL Me what you cant see25 Mar 2025 0 repositories listed
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Advancing Cross-Organ Domain Generalization with Test-Time Style Transfer and Diversity Enhancement24 Mar 2025 0 repositories listed
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Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics24 Mar 2025 0 repositories listed
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Boosting Resolution Generalization of Diffusion Transformers with Randomized Positional Encodings24 Mar 2025 0 repositories listed
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Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection24 Mar 2025 0 repositories listed
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EvAnimate: Event-conditioned Image-to-Video Generation for Human Animation24 Mar 2025 0 repositories listed
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Efficient Deep Learning Approaches for Processing Ultra-Widefield Retinal Imaging23 Mar 2025 0 repositories listed
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PIM: Physics-Informed Multi-task Pre-training for Improving Inertial Sensor-Based Human Activity Recognition23 Mar 2025 0 repositories listed
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Recommendation System in Advertising and Streaming Media: Unsupervised Data Enhancement Sequence Suggestions23 Mar 2025 0 repositories listed
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A Statistical Theory of Contrastive Learning via Approximate Sufficient Statistics21 Mar 2025 0 repositories listed
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Echo-E³Net: Efficient Endo-Epi Spatio-Temporal Network for Ejection Fraction Estimation21 Mar 2025 0 repositories listed
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Federated Cross-Domain Click-Through Rate Prediction With Large Language Model Augmentation21 Mar 2025 0 repositories listed
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Understanding Social Support Needs in Questions: A Hybrid Approach Integrating Semi-Supervised Learning and LLM-based Data Augmentation21 Mar 2025 0 repositories listed
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Diffusion-augmented Graph Contrastive Learning for Collaborative Filter20 Mar 2025 0 repositories listed
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Narrowing Class-Wise Robustness Gaps in Adversarial Training20 Mar 2025 0 repositories listed
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TULIP: Towards Unified Language-Image Pretraining19 Mar 2025 0 repositories listed
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Binary AddiVortes: (Bayesian) Additive Voronoi Tessellations for Binary Classification with an application to Predicting Home Mortgage Application Outcomes18 Mar 2025 0 repositories listed
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BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing17 Mar 2025 0 repositories listed
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Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey17 Mar 2025 0 repositories listed
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PERC: a suite of software tools for the curation of cryoEM data with application to simulation, modelling and machine learning17 Mar 2025 0 repositories listed
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PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data17 Mar 2025 0 repositories listed
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Fast data augmentation for battery degradation prediction16 Mar 2025 0 repositories listed
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LLMSeR: Enhancing Sequential Recommendation via LLM-based Data Augmentation16 Mar 2025 0 repositories listed
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A Survey on SAR ship classification using Deep Learning14 Mar 2025 0 repositories listed
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Accessibility Considerations in the Development of an AI Action Plan14 Mar 2025 0 repositories listed
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Industrial-Grade Sensor Simulation via Gaussian Splatting: A Modular Framework for Scalable Editing and Full-Stack Validation14 Mar 2025 0 repositories listed
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Data augmentation using diffusion models to enhance inverse Ising inference13 Mar 2025 0 repositories listed
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Fourier Decomposition for Explicit Representation of 3D Point Cloud Attributes13 Mar 2025 0 repositories listed
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Rapid analysis of point-contact Andreev reflection spectra via machine learning with adaptive data augmentation13 Mar 2025 0 repositories listed
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SOLA-GCL: Subgraph-Oriented Learnable Augmentation Method for Graph Contrastive Learning13 Mar 2025 0 repositories listed