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synthetic data augmentation

23 papers

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Co-occurring keywords

synthetic datum (765) multilingual model (925) diffusion model (3751) data augmentation (3052) large language model (13587) curriculum learning (633) error correction (179) indic language (105) transformer model (1996) generative adversarial network (1944)

Papers

Uncertainty-aware Cycle Diffusion Model for Fair Glaucoma Diagnosis MIDL 2026
Team Horizon at BHASHA Task 1: Multilingual IndicGEC with Transformer-based Grammatical Error Correction Models IJCNLP 2025
HiLearners: Non-Native Spoken Hindi Error Correction IJCNLP 2025
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL ACL 2025
Team Horizon at BHASHA Task 1: Multilingual IndicGEC with Transformer-based Grammatical Error Correction Models AACL 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 AACL 2025
Reinforcement Learning for Adversarial Query Generation to Enhance Relevance in Cold-Start Product Search ACL 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation CVPR 2025
Enhancing Virtual Try-On with Synthetic Pairs and Error-Aware Noise Scheduling CVPR 2025
SimGen: Simulator-conditioned Driving Scene Generation NIPS 2024
Robust Object Detection in Challenging Weather Conditions WACV 2024
Into the Unknown: Generating Geospatial Descriptions for New Environments ACL 2024
Reliable LLM-based User Simulator for Task-Oriented Dialogue Systems EACL 2024
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
Towards Robust Neural Retrieval with Source Domain Synthetic Pre-Finetuning COLING 2022
A 3D GAN for Improved Large-Pose Facial Recognition CVPR 2021
Synthetic Data Augmentation for Zero-Shot Cross-Lingual Question Answering EMNLP 2021
LENS: Localization enhanced by NeRF synthesis CORL 2021
End-to-End Offline Speech Translation System for IWSLT 2020 using Modality Agnostic Meta-Learning ACL 2020
Cross-Domain Face Synthesis using a Controllable GAN WACV 2020
HMPO: Human Motion Prediction in Occluded Environments for Safe Motion Planning RSS 2020