Data Augmentation

On the Importance of Dual-Space Augmentation for Domain Generalized Object Detection WACV 2025 On the Tolerance of Repetition Before Performance Degradation in Kiswahili Automatic Speech Recognition ACL 2025 OPTICAL: Leveraging Optimal Transport for Contribution Allocation in Dataset Distillation CVPR 2025 Optimizing Cost-Efficiency with LLM-Generated Training Data for Conversational Semantic Frame Analysis NAACL 2025 Order Doesn’t Matter, But Reasoning Does: Training LLMs with Order-Centric Augmentation EMNLP 2025 Out of Length Text Recognition with Sub-String Matching AAAI 2025 Overcoming Data Scarcity in Named Entity Recognition: Synthetic Data Generation with Large Language Models ACL 2025 Overlapping Context with Variable-Length Stride Increases Diversity when Training Large Language Model for Code ACL 2025 Overview of MM-ArgFallacy2025 on Multimodal Argumentative Fallacy Detection and Classification in Political Debates ACL 2025 Overview of the First Workshop on Sign Language Processing (WSLP 2025) AACL 2025 OVFact: Measuring and Improving Open-Vocabulary Factuality for Long Caption Models EMNLP 2025 OZemi at SemEval-2025 Task 11: Multilingual Emotion Detection and Intensity SemEval 2025 Paired by the Teacher: Turning Unpaired Data into High-Fidelity Pairs for Low-Resource Text Generation EMNLP 2025 PATeam at SemEval-2025 Task 10: Two-stage News Analytical Framework: Target-oriented Semantic Segmentation and Sequence Generation LLMs for Cross-Lingual Entity and Narrative Analysis SemEval 2025 PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions ICCV 2025 PEER Pressure: Model-to-Model Regularization for Single Source Domain Generalization CVPR 2025 Penalizing Boundary Activation for Object Completeness in Diffusion Models ICCV 2025 Perplexed by Perplexity: Perplexity-Based Data Pruning With Small Reference Models ICLR 2025 Personas with Attitudes: Controlling LLMs for Diverse Data Annotation ACL 2025 PhysAug: A Physical-guided and Frequency-based Data Augmentation for Single-Domain Generalized Object Detection AAAI 2025 PolyNorm: Few-Shot LLM-Based Text Normalization for Text-to-Speech EMNLP 2025 PoseSyn: Synthesizing Diverse 3D Pose Data from In-the-Wild 2D Data ICCV 2025 Pragyaan: Designing and Curating High-Quality Cultural Post-Training Datasets for Indian Languages EMNLP 2025 PriFold: Biological Priors Improve RNA Secondary Structure Predictions AAAI 2025 Prior-guided Hierarchical Harmonization Network for Efficient Image Dehazing AAAI 2025