Data Augmentation

AugRefer: Advancing 3D Visual Grounding via Cross-Modal Augmentation and Spatial Relation-based Referring AAAI 2025 Bidirectional Spoken-Written Text Conversion with Large Language Models Interspeech 2025 BOLT: Boost Large Vision-Language Model Without Training for Long-form Video Understanding CVPR 2025 Bridging the Data Gap in Financial Sentiment: LLM-Driven Augmentation ACL 2025 Bridging the Training–Inference Gap in TTS: Training Strategies for Robust Generative Postprocessing for Low-Resource Speakers Interspeech 2025 CabinSep: IR-Augmented Mask-Based MVDR for Real-Time In-car Speech Separation with Distributed Heterogeneous Arrays Interspeech 2025 Data-Agnostic Augmentations for Unknown Variations: Out-of-Distribution Generalisation in MRI Segmentation MIDL 2025 Data Augmentation for Medical Imaging: Counterfactual Simulation of Acquisition Parameters via Conditional Diffusion Model MIDL 2025 Data Augmentation using Speech Synthesis for Speaker-Independent Dysarthria Severity Classification Interspeech 2025 Data-Constrained Synthesis of Training Data for De-Identification ACL 2025 Diversity-oriented Data Augmentation with Large Language Models ACL 2025 Dually Self-Improved Counterfactual Data Augmentation Using Large Language Model ACL 2025 Effect of Loudspeaker Emitted Speech on ASR performance Interspeech 2025 EmbedAug: An Augmentation Scheme for End-to-End Automatic Speech Recognition Interspeech 2025 EventZoom: A Progressive Approach to Event-Based Data Augmentation for Enhanced Neuromorphic Vision AAAI 2025 Explicit and Implicit Data Augmentation for Social Event Detection ACL 2025 Exploring Quality and Diversity in Synthetic Data Generation for Argument Mining EMNLP 2025 Fine-tuning Parakeet-TDT for Dysarthric Speech Recognition in the Speech Accessibility Project Challenge Interspeech 2025 FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models EMNLP 2025 From Real to Synthetic: Synthesizing Millions of Diversified and Complicated User Instructions with Attributed Grounding ACL 2025 FT-Boosted SV: Towards Noise Robust Speaker Verification for English Speaking Classroom Environments Interspeech 2025 FunghiFunghi at SemEval-2025 Task 3: Mu-SHROOM, the Multilingual Shared-task on Hallucinations and Related Observable Overgeneration Mistakes SemEval 2025 Gender Swapping as a Data Augmentation Technique: Developing Gender-Balanced Datasets for Ukrainian Language Processing ACL 2025 Generating Diverse Training Samples for Relation Extraction with Large Language Models ACL 2025 Generative Hard Example Augmentation for Semantic Point Cloud Segmentation CVPR 2025