data augmentation

Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis AAAI 2026 LiDAR-to-4DRadar Diffusion Bridge via Cross-Modal Alignment and Translation in Latent Space CVPR 2026 Lithology-Aware Conditional Variational Autoencoder for Synthetic Well Log Generation in Petroleum Reservoirs (Student Abstract) AAAI 2026 LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation ACL 2026 MAFA: A Multi-Agent Framework for Enterprise-Scale Annotation with Configurable Task Adaptation AAAI 2026 MBTI: Metric-Based Textual Inversion for Fine-Grained Image Generation WACV 2026 mdok-style at SemEval-2026 Task 10: Finetuning LLMs for Conspiracy Detection SemEval 2026 mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection SemEval 2026 MedArabs at AbjadMed: Arabic Medical Text Classification via Data- and Algorithm-Level Fusion EACL 2026 Meta-GAIN for Missing Data Imputation AAAI 2026 MFEN: Multi-Frequency Expert Network for Visible-Infrared Person Re-ID CVPR 2026 MIMIC: Multi-party Dialogue Augmentation via Speaker Stylistic Transfer EACL 2026 MIX-based Foreground and Background Patch Augmentation Guided by Physics and Material Properties for X-ray Detection WACV 2026 Mixing times of data-augmentation Gibbs samplers for high-dimensional probit regression JMLR 2026 MomentMix Augmentation with Length-Aware DETR for Temporally Robust Moment Retrieval WACV 2026 Neural Tangent Kernels Under Stochastic Data Augmentation AAAI 2026 New Synthetic Goldmine: Hand Joint Angle-Driven EMG Data Generation Framework for Micro-Gesture Recognition AAAI 2026 NLP-CIMAT at SemEval-2026 Task 9: LLM-Based One-Shot and Cross-Lingual Data Augmentation for Polarization Detection SemEval 2026 NoHumansRequired: Autonomous High-Quality Image Editing Triplet Mining WACV 2026 NUS-IDS at AMIYA/VarDial 2026: Improving Arabic Dialectness in LLMs with Reinforcement Learning EACL 2026 OntoAug: Rethinking Generative Data Augmentation via Ontology Guidance CVPR 2026 PANDA – Patch and Distribution-Aware Augmentation for Long-Tailed Exemplar-Free Continual Learning AAAI 2026 Paraphrasing as Zero-shot Translation with Feature-guided Diversity Enhancement ACL 2026 PAUL: Uncertainty-Guided Partition and Augmentation for Robust Cross-View Geo-Localization under Noisy Correspondence CVPR 2026 Phatthachdau at SemEval-2026 Task 9: A Multi-Stage Augment-Judge-Train Pipeline for Multilingual Online Polarization Detection SemEval 2026