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synthetic datum

765 papers

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Co-occurring keywords

synthetic data generation (590) domain adaptation (4595) data augmentation (3052) large language model (13587) transfer learning (5449) low-resource language (2273) knowledge distillation (3725) semantic segmentation (3186) language model (4599) machine translation (2499)

Papers

WinSyn: : A High Resolution Testbed for Synthetic Data CVPR 2024
En3D: An Enhanced Generative Model for Sculpting 3D Humans from 2D Synthetic Data CVPR 2024
Learning from Synthetic Human Group Activities CVPR 2024
Leveraging Synthetic Data To Learn Video Stabilization Under Adverse Conditions WACV 2024
Diffusion-Based Generation of Histopathological Whole Slide Images at a Gigapixel Scale WACV 2024
BPID: A Benchmark for Personal Identity Deduplication EMNLP 2024
FPGAN-Control: A Controllable Fingerprint Generator for Training With Synthetic Data WACV 2024
$\textit{Trans-LoRA}$: towards data-free Transferable Parameter Efficient Finetuning NIPS 2024
Multimodal Misinformation Detection by Learning from Synthetic Data with Multimodal LLMs EMNLP 2024
Can LLMs Augment Low-Resource Reading Comprehension Datasets? Opportunities and Challenges ACL 2024
The Curious Decline of Linguistic Diversity: Training Language Models on Synthetic Text NAACL 2024
Mind The Edge: Refining Depth Edges in Sparsely-Supervised Monocular Depth Estimation CVPR 2024
Select High-quality Synthetic QA Pairs to Augment Training Data in MRC under the Reward Guidance of Generative Language Models COLING 2024
FlexKBQA: A Flexible LLM-Powered Framework for Few-Shot Knowledge Base Question Answering AAAI 2024
Synthetic-Error Augmented Parsing of Swedish as a Second Language: Experiments with Word Order COLING 2024
Certified private data release for sparse Lipschitz functions AISTATS 2024
LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024
MaskFactory: Towards High-quality Synthetic Data Generation for Dichotomous Image Segmentation NIPS 2024
Debiasing Synthetic Data Generated by Deep Generative Models NIPS 2024
Watermarking Makes Language Models Radioactive NIPS 2024
Atlantis: Enabling Underwater Depth Estimation with Stable Diffusion CVPR 2024
The Parrot Dilemma: Human-Labeled vs. LLM-augmented Data in Classification Tasks EACL 2024
Dealing with Synthetic Data Contamination in Online Continual Learning NIPS 2024
Vision Foundation Model Enables Generalizable Object Pose Estimation NIPS 2024
SyntheWorld: A Large-Scale Synthetic Dataset for Land Cover Mapping and Building Change Detection WACV 2024