Data Augmentation

DemoGen: Synthetic Demonstration Generation for Data-Efficient Visuomotor Policy Learning RSS 2025 Demonstrating DVS: Dynamic Virtual-Real Simulation Platform for Mobile Robotic Tasks RSS 2025 Detecting and Corrupting Convolution-based Unlearnable Examples AAAI 2025 DFLOW: Diverse Dialogue Flow Simulation with Large Language Models ACL 2025 D-GEN: Automatic Distractor Generation and Evaluation for Reliable Assessment of Generative Models ACL 2025 Diagram-Driven Course Questions Generation EMNLP 2025 Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models ICLR 2025 DiffRetouch: Using Diffusion to Retouch on the Shoulder of Experts AAAI 2025 DiffuPT: Class Imbalance Mitigation for Glaucoma Detection via Diffusion Based Generation and Model Pretraining WACV 2025 Diffusion-based Synthetic Data Generation for Visible-Infrared Person Re-Identification AAAI 2025 Divergent Domains Convergent Grading: Enhancing Generalization in Diabetic Retinopathy Grading WACV 2025 Diversity-oriented Data Augmentation with Large Language Models ACL 2025 DLRG at BHASHA: Task 1 (IndicGEC): A Hybrid Neurosymbolic Approach for Tamil and Malayalam Grammatical Error Correction AACL 2025 DocAssistant: Integrating Key-region Reading and Step-wise Reasoning for Robust Document Visual Question Answering EMNLP 2025 Document-Level Event-Argument Data Augmentation for Challenging Role Types ACL 2025 Does Training with Synthetic Data Truly Protect Privacy? ICLR 2025 Do Slides Help? Multi-modal Context for Automatic Transcription of Conference Talks EMNLP 2025 Doubling Your Data in Minutes: Ultra-fast Tabular Data Generation via LLM-Induced Dependency Graphs EMNLP 2025 DREAM: Improving Video-Text Retrieval Through Relevance-Based Augmentation Using Large Foundation Models NAACL 2025 DREsS: Dataset for Rubric-based Essay Scoring on EFL Writing ACL 2025 DS2-ABSA: Dual-Stream Data Synthesis with Label Refinement for Few-Shot Aspect-Based Sentiment Analysis ACL 2025 DSQG-Syn: Synthesizing High-quality Data for Text-to-SQL Parsing by Domain Specific Question Generation NAACL 2025 Dual-level Fuzzy Learning with Patch Guidance for Image Ordinal Regression IJCAI 2025 Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025 Dunamu ML at the Financial Misinformation Detection Challenge Task: Improving Supervised Fine-Tuning with LLM-based Data Augmentation COLING 2025