Data Augmentation

Follow the Beaten Path: The Role of Route Patterns on Vision-Language Navigation Agents Generalization Abilities NAACL 2025 For Better or For Worse? Learning Minimum Variance Features With Label Augmentation ICLR 2025 FORG3D: Flexible Object Rendering for Generating Vision-Language Spatial Reasoning Data from 3D Scenes ACL 2025 Fourier Guided Adaptive Adversarial Augmentation for Generalization in Visual Reinforcement Learning AAAI 2025 From Head to Tail: Towards Balanced Representation in Large Vision-Language Models through Adaptive Data Calibration CVPR 2025 From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025 From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition EMNLP 2025 FSL-Rectifier: Rectify Outliers in Few-Shot Learning via Test-Time Augmentation AAAI 2025 FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation EMNLP 2025 GANDALF: Generative AttentioN based Data Augmentation and predictive modeLing Framework for personalized cancer treatment ICLR 2025 GASE: Generatively Augmented Sentence Encoding EMNLP 2025 GAUDA: Generative Adaptive Uncertainty-Guided Diffusion-Based Augmentation for Surgical Segmentation WACV 2025 GenDataAgent: On-the-fly Dataset Augmentation with Synthetic Data ICLR 2025 Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing ACL 2025 Generate or Re-Weight? A Mutual-Guidance Method for Class-Imbalanced Graphs IJCAI 2025 Generating Q&A Benchmarks for RAG Evaluation in Enterprise Settings ACL 2025 Generating Synthetic Free-text Medical Records with Low Re-identification Risk using Masked Language Modeling NAACL 2025 Generating Traffic Scenarios via In-Context Learning to Learn Better Motion Planner AAAI 2025 Generative Data Augmentation for Improving Semantic Classification AACL 2025 Generative Data Mining with Longtail-Guided Diffusion ICML 2025 Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025 Generative Image Layer Decomposition with Visual Effects CVPR 2025 GerMedIQ: A Resource for Simulated and Synthesized Anamnesis Interview Responses in German ACL 2025 GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification WACV 2025 Global Eye: Breaking the “Fixed Thinking Pattern” during the Instruction Expansion Process ACL 2025