← Application Areas
Machine Learning › Application Areas ›

Data Augmentation

3622 directly classified papers

Papers per year

Papers

ViCTr: Vital Consistency Transfer for Pathology Aware Image Synthesis ICCV 2025
Structure-Guided Diffusion Models for High-Fidelity Portrait Shadow Removal ICCV 2025
PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ICCV 2025
Unified Adversarial Augmentation for Improving Palmprint Recognition ICCV 2025
AkibaNLP-TUT: Injecting Language-Specific Word-Level Noise for Low-Resource Language Translation EMNLP 2025
Towards Robustness of Person Search against Corruptions ICCV 2025
Beyond Repetition: Text Simplification and Curriculum Learning for Data-Constrained Pretraining EMNLP 2025
RecombiText: Compositional Data Augmentation for Enhancing LLM Pre-Training Datasets in Low-Resource Scenarios EMNLP 2025
Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025
MR-FIQA: Face Image Quality Assessment with Multi-Reference Representations from Synthetic Data Generation ICCV 2025
MANTA: A Scalable Pipeline for Transmuting Massive Web Corpora into Instruction Datasets EMNLP 2025
Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal CVPR 2025
MonoPlace3D: Learning 3D-Aware Object Placement for 3D Monocular Detection CVPR 2025
CrowdAgent: Multi-Agent Managed Multi-Source Annotation System EMNLP 2025
Synthetic Visual Genome CVPR 2025
Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025
ViUniT: Visual Unit Tests for More Robust Visual Programming CVPR 2025
beta-FFT: Nonlinear Interpolation and Differentiated Training Strategies for Semi-Supervised Medical Image Segmentation CVPR 2025
MEH: A Multi-Style Dataset and Toolkit for Advancing Egyptian Hieroglyph Recognition ICCV 2025
Test-time Augmentation Improves Efficiency in Conformal Prediction CVPR 2025
Inversion Circle Interpolation: Diffusion-based Image Augmentation for Data-scarce Classification CVPR 2025
Augmenting Perceptual Super-Resolution via Image Quality Predictors CVPR 2025
A Visual Leap in CLIP Compositionality Reasoning through Generation of Counterfactual Sets ICCV 2025
PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions ICCV 2025