Data Augmentation

A Parametric Approach to Adversarial Augmentation for Cross-Domain Iris Presentation Attack Detection WACV 2025 APAR: Modeling Irregular Target Functions in Tabular Regression via Arithmetic-Aware Pre-Training and Adaptive-Regularized Fine-Tuning AAAI 2025 A Picture is Worth a Thousand (Correct) Captions: A Vision-Guided Judge-Corrector System for Multimodal Machine Translation AACL 2025 AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMs EMNLP 2025 Are LLMs Better than Reported? Detecting Label Errors and Mitigating Their Effect on Model Performance EMNLP 2025 Arti-PG: A Toolbox for Procedurally Synthesizing Large-Scale and Diverse Articulated Objects with Rich Annotations ICCV 2025 A Semantically Impactful Image Manipulation Dataset: Characterizing Image Manipulations using Semantic Significance WACV 2025 A Simple Data Augmentation for Feature Distribution Skewed Federated Learning CVPR 2025 A Simple Data Augmentation Strategy for Text-in-Image Scientific VQA EMNLP 2025 ASR Under Noise: Exploring Robustness for Sundanese and Javanese EMNLP 2025 Assessing effective de-escalation of crisis conversations using transformer-based models and trend statistics EMNLP 2025 Assessing the Role of Data Quality in Training Bilingual Language Models EMNLP 2025 A Survey on Efficient Large Language Model Training: From Data-centric Perspectives ACL 2025 A Training-free Synthetic Data Selection Method for Semantic Segmentation AAAI 2025 Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation EMNLP 2025 AU-Blendshape for Fine-grained Stylized 3D Facial Expression Manipulation ICCV 2025 Audio Large Language Models Can Be Descriptive Speech Quality Evaluators ICLR 2025 AugKD: Ingenious Augmentations Empower Knowledge Distillation for Image Super-Resolution ICLR 2025 Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025 Augmenting Math Word Problems via Iterative Question Composing AAAI 2025 Augmenting Perceptual Super-Resolution via Image Quality Predictors CVPR 2025 Augmenting Sequential Recommendation with Balanced Relevance and Diversity AAAI 2025 Augmenting Sign Language Translation Datasets with Large Language Models AACL 2025 Auto Cherry-Picker: Learning from High-quality Generative Data Driven by Language CVPR 2025 Automated Filtering of Human Feedback Data for Aligning Text-to-Image Diffusion Models ICLR 2025