Browse State-of-the-Art › Image Augmentation › Papers, page 2

Image Augmentation

Papers archive 2025-07-28

archive papers tagged: 308 · with a code link: 127 · where Syntology ran a sample: 30 (27 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (30 of 308 tagged: 27 with a run with no instrument failure, 3 where every run was a failure of Syntology's instrument)

Page 2 of 4: papers 101 to 200 of 308, 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.

• Sparse Signal Models for Data Augmentation in Deep Learning ATR
  16 Dec 2020 1 repository listed
• Application of Facial Recognition using Convolutional Neural Networks for Entry Access Control
  23 Nov 2020 1 repository listed
• Differentiable Data Augmentation with Kornia
  19 Nov 2020 1 repository listed
• Kvasir-Instrument: Diagnostic and therapeutic tool segmentation dataset in gastrointestinal endoscopy
  23 Oct 2020 1 repository listed
• A Comparative Study on Efficiencies of Variants of Convolutional Neural Networks based on Image Classification Task
  15 Oct 2020 1 repository listed
• Data Augmentation Based Malware Detection using Convolutional Neural Networks
  5 Oct 2020 1 repository listed
• A survey on Kornia: an Open Source Differentiable Computer Vision Library for PyTorch
  21 Sep 2020 1 repository listed
• Anatomical Data Augmentation via Fluid-based Image Registration
  5 Jul 2020 1 repository listed
• Visual Question Generation from Radiology Images
  1 Jul 2020 1 repository listed
• An Open-source Tool for Hyperspectral Image Augmentation in Tensorflow
  30 Mar 2020 1 repository listed
• Can AI help in screening Viral and COVID-19 pneumonia?
  29 Mar 2020 1 repository listed
• What Else Can Fool Deep Learning? Addressing Color Constancy Errors on Deep Neural Network Performance
  15 Dec 2019 1 repository listed Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples) · 3 pointer-only (licence)
• ANDA: A Novel Data Augmentation Technique Applied to Salient Object Detection
  3 Oct 2019 1 repository listed
• Implicit Semantic Data Augmentation for Deep Networks
  26 Sep 2019 1 repository listed
• Adversarial Policy Gradient for Deep Learning Image Augmentation
  9 Sep 2019 1 repository listed
• Improved Image Augmentation for Convolutional Neural Networks by Copyout and CopyPairing
  1 Sep 2019 1 repository listed
• Efficient Method for Categorize Animals in the Wild
  30 Jul 2019 1 repository listed
• Learning Optimal Data Augmentation Policies via Bayesian Optimization for Image Classification Tasks
  6 May 2019 1 repository listed
• Learning Raw Image Denoising with Bayer Pattern Unification and Bayer Preserving Augmentation
  29 Apr 2019 1 repository listed
• Adversarial Augmentation for Enhancing Classification of Mammography Images
  20 Feb 2019 1 repository listed
• Data Augmentation using Random Image Cropping and Patching for Deep CNNs
  22 Nov 2018 1 repository listed
• Improved Mixed-Example Data Augmentation
  29 May 2018 1 repository listed Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 1 honoured, 1 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Parallel Grid Pooling for Data Augmentation
  30 Mar 2018 1 repository listed
• Learning to Compose Domain-Specific Transformations for Data Augmentation
  6 Sep 2017 1 repository listed
• Learning Convolutional Neural Networks using Hybrid Orthogonal Projection and Estimation
  20 Jun 2016 1 repository listed
• Data Augmentation via Levy Processes
  21 Mar 2016 1 repository listed
• Three things everyone should know to improve object retrieval
  16 Jun 2012 1 repository listed
• GANet-Seg: Adversarial Learning for Brain Tumor Segmentation with Hybrid Generative Models
  26 Jun 2025 0 repositories listed
• rQdia: Regularizing Q-Value Distributions With Image Augmentation
  26 Jun 2025 0 repositories listed
• Automated MRI Tumor Segmentation using hybrid U-Net with Transformer and Efficient Attention
  18 Jun 2025 0 repositories listed
• Camera-based method for the detection of lifted truck axles using convolutional neural networks
  13 Jun 2025 0 repositories listed
• Automated Detection of Salvin's Albatrosses: Improving Deep Learning Tools for Aerial Wildlife Surveys
  15 May 2025 0 repositories listed
• Fault Detection Method for Power Conversion Circuits Using Thermal Image and Convolutional Autoencoder
  13 May 2025 0 repositories listed
• Instruction-augmented Multimodal Alignment for Image-Text and Element Matching
  16 Apr 2025 0 repositories listed
• Diffusion Models for Robotic Manipulation: A Survey
  11 Apr 2025 0 repositories listed
• Enhancing Pavement Crack Classification with Bidirectional Cascaded Neural Networks
  27 Mar 2025 0 repositories listed
• Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics
  24 Mar 2025 0 repositories listed
• DynASyn: Multi-Subject Personalization Enabling Dynamic Action Synthesis
  22 Mar 2025 0 repositories listed
• Tab2Visual: Overcoming Limited Data in Tabular Data Classification Using Deep Learning with Visual Representations
  11 Feb 2025 0 repositories listed
• A framework for river connectivity classification using temporal image processing and attention based neural networks
  1 Feb 2025 0 repositories listed
• Deep Ensembling with Multimodal Image Fusion for Efficient Classification of Lung Cancer
  31 Jan 2025 0 repositories listed
• Multi-visual modality micro drone-based structural damage detection
  15 Jan 2025 0 repositories listed
• deepTerra -- AI Land Classification Made Easy
  14 Jan 2025 0 repositories listed
• Image Augmentation Agent for Weakly Supervised Semantic Segmentation
  29 Dec 2024 0 repositories listed
• Cross-Modal Few-Shot Learning with Second-Order Neural Ordinary Differential Equations
  20 Dec 2024 0 repositories listed
• SGIA: Enhancing Fine-Grained Visual Classification with Sequence Generative Image Augmentation
  9 Dec 2024 0 repositories listed
• BGM: Background Mixup for X-ray Prohibited Items Detection
  30 Nov 2024 0 repositories listed
• Enhancing Document AI Data Generation Through Graph-Based Synthetic Layouts
  27 Nov 2024 0 repositories listed
• Enhancing weed detection performance by means of GenAI-based image augmentation
  27 Nov 2024 0 repositories listed
• Spatially Visual Perception for End-to-End Robotic Learning
  26 Nov 2024 0 repositories listed
• A Novel Breast Ultrasound Image Augmentation Method Using Advanced Neural Style Transfer: An Efficient and Explainable Approach
  31 Oct 2024 0 repositories listed
• SRA: A Novel Method to Improve Feature Embedding in Self-supervised Learning for Histopathological Images
  23 Oct 2024 0 repositories listed
• Few-shot target-driven instance detection based on open-vocabulary object detection models
  21 Oct 2024 0 repositories listed
• Automated Segmentation and Analysis of Microscopy Images of Laser Powder Bed Fusion Melt Tracks
  26 Sep 2024 0 repositories listed
• Towards Data-Centric Face Anti-Spoofing: Improving Cross-domain Generalization via Physics-based Data Synthesis
  4 Sep 2024 0 repositories listed
• LowCLIP: Adapting the CLIP Model Architecture for Low-Resource Languages in Multimodal Image Retrieval Task
  25 Aug 2024 0 repositories listed
• Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model
  5 Jul 2024 0 repositories listed
• Advances in Diffusion Models for Image Data Augmentation: A Review of Methods, Models, Evaluation Metrics and Future Research Directions
  4 Jul 2024 0 repositories listed
• Evaluation and Comparison of Emotionally Evocative Image Augmentation Methods
  23 Jun 2024 0 repositories listed
• SDNIA-YOLO: A Robust Object Detection Model for Extreme Weather Conditions
  18 Jun 2024 0 repositories listed
• Semmeldetector: Application of Machine Learning in Commercial Bakeries
  6 Jun 2024 0 repositories listed
• How to Augment for Atmospheric Turbulence Effects on Thermal Adapted Object Detection Models?
  10 May 2024 0 repositories listed
• How Quality Affects Deep Neural Networks in Fine-Grained Image Classification
  9 May 2024 0 repositories listed
• Bayesian and Convolutional Networks for Hierarchical Morphological Classification of Galaxies
  3 May 2024 0 repositories listed
• Evolving Loss Functions for Specific Image Augmentation Techniques
  9 Apr 2024 0 repositories listed
• DiffClass: Diffusion-Based Class Incremental Learning
  8 Mar 2024 0 repositories listed
• Outline-Guided Object Inpainting with Diffusion Models
  26 Feb 2024 0 repositories listed
• Fiducial Focus Augmentation for Facial Landmark Detection
  23 Feb 2024 0 repositories listed
• CochCeps-Augment: A Novel Self-Supervised Contrastive Learning Using Cochlear Cepstrum-based Masking for Speech Emotion Recognition
  10 Feb 2024 0 repositories listed
• Neural Loss Function Evolution for Large-Scale Image Classifier Convolutional Neural Networks
  30 Jan 2024 0 repositories listed
• Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN
  24 Jan 2024 0 repositories listed
• Leveraging Habitat Information for Fine-grained Bird Identification
  22 Dec 2023 0 repositories listed
• Misalign, Contrast then Distill: Rethinking Misalignments in Language-Image Pretraining
  19 Dec 2023 0 repositories listed
• Two-Stage Adaptive Network for Semi-Supervised Cross-Domain Crater Detection under Varying Scenario Distributions
  11 Dec 2023 0 repositories listed
• SPOC: Imitating Shortest Paths in Simulation Enables Effective Navigation and Manipulation in the Real World
  5 Dec 2023 0 repositories listed
• Resolution- and Stimulus-agnostic Super-Resolution of Ultra-High-Field Functional MRI: Application to Visual Studies
  25 Nov 2023 0 repositories listed
• OASIS: Offsetting Active Reconstruction Attacks in Federated Learning
  23 Nov 2023 0 repositories listed
• Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques
  18 Nov 2023 0 repositories listed
• Geometric Data Augmentations to Mitigate Distribution Shifts in Pollen Classification from Microscopic Images
  18 Nov 2023 0 repositories listed
• DT/MARS-CycleGAN: Improved Object Detection for MARS Phenotyping Robot
  19 Oct 2023 0 repositories listed
• Image Augmentation with Controlled Diffusion for Weakly-Supervised Semantic Segmentation
  15 Oct 2023 0 repositories listed
• Leveraging Image Augmentation for Object Manipulation: Towards Interpretable Controllability in Object-Centric Learning
  13 Oct 2023 0 repositories listed
• Augmenting Vision-Based Human Pose Estimation with Rotation Matrix
  9 Oct 2023 0 repositories listed
• Randomize to Generalize: Domain Randomization for Runway FOD Detection
  23 Sep 2023 0 repositories listed
• Improved Breast Cancer Diagnosis through Transfer Learning on Hematoxylin and Eosin Stained Histology Images
  15 Sep 2023 0 repositories listed
• Improving Deep Learning-based Defect Detection on Window Frames with Image Processing Strategies
  13 Sep 2023 0 repositories listed
• Copy-Paste Image Augmentation with Poisson Image Editing for Ultrasound Instance Segmentation Learning
  28 Aug 2023 0 repositories listed
• Ensemble of Anchor-Free Models for Robust Bangla Document Layout Segmentation
  28 Aug 2023 0 repositories listed
• Handwritten image augmentation
  26 Aug 2023 0 repositories listed
• Exemplar-Free Continual Transformer with Convolutions
  22 Aug 2023 0 repositories listed
• MiAMix: Enhancing Image Classification through a Multi-stage Augmented Mixed Sample Data Augmentation Method
  5 Aug 2023 0 repositories listed
• Attention-Driven Lightweight Model for Pigmented Skin Lesion Detection
  4 Aug 2023 0 repositories listed
• Deep Learning Approaches for Data Augmentation in Medical Imaging: A Review
  24 Jul 2023 0 repositories listed
• Augmenting Deep Learning Adaptation for Wearable Sensor Data through Combined Temporal-Frequency Image Encoding
  3 Jul 2023 0 repositories listed
• RaViTT: Random Vision Transformer Tokens
  19 Jun 2023 0 repositories listed
• Exploring Simple, High Quality Out-of-Distribution Detection with L2 Normalization
  7 Jun 2023 0 repositories listed
• INK: Inheritable Natural Backdoor Attack Against Model Distillation
  21 Apr 2023 0 repositories listed
• Realistic Data Enrichment for Robust Image Segmentation in Histopathology
  19 Apr 2023 0 repositories listed
• Progressive Random Convolutions for Single Domain Generalization
  2 Apr 2023 0 repositories listed
• Bias mitigation techniques in image classification: fair machine learning in human heritage collections
  20 Mar 2023 0 repositories listed

Syntology lines on 2 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced; each line links to that paper's sample list. Syntology's record for this page has not changed since 2026-09-28, the first build that kept a record date for it; when this build read Syntology's graph is in the build record. For agents: get_harvested_code_for_paper(arxiv_id) lists each paper's samples; how to connect.