synthetic data augmentation

AHS: Adaptive Head Synthesis via Synthetic Data Augmentations CVPR 2026 Narrative Nexus at SemEval-2026 Task 4: Modeling Narrative Similarity via Instruction-Based Fine-Tuning and Synthetic Data Augmentation SemEval 2026 PSK at SemEval-2026 Task 9: Multilingual Polarization Detection Using Ensemble Gemma Models with Synthetic Data Augmentation SemEval 2026 Uncertainty-aware Cycle Diffusion Model for Fair Glaucoma Diagnosis MIDL 2026 Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling CVPR 2025 Extracting Software Mentions and Relations using Transformers and LLM-Generated Synthetic Data at SOMD 2025 ACL 2025 HiLearners: Non-Native Spoken Hindi Error Correction IJCNLP 2025 LodeStar: Long-horizon Dexterity via Synthetic Data Augmentation from Human Demonstrations CoRL 2025 Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation CVPR 2025 Not All LLM-Generated Data Are Equal: Rethinking Data Weighting in Text Classification ICLR 2025 Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025 Team Horizon at BHASHA Task 1: Multilingual IndicGEC with Transformer-based Grammatical Error Correction Models AACL 2025 Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025 DACL: Disfluency Augmented Curriculum Learning for Fluent Text Generation COLING 2024 Exploring Self-supervised Embeddings and Synthetic Data Augmentation for Robust Audio Deepfake Detection Interspeech 2024 Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024 Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems EACL 2024 Robust Object Detection in Challenging Weather Conditions WACV 2024 SimGen: Simulator-conditioned Driving Scene Generation NeurIPS 2024 Distilling Model Failures as Directions in Latent Space ICLR 2023 Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022 A 3D GAN for Improved Large-Pose Facial Recognition CVPR 2021 LENS: Localization enhanced by NeRF synthesis CoRL 2021 Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021 Cross-Domain Face Synthesis using a Controllable GAN WACV 2020