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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

Post-processing Private Synthetic Data for Improving Utility on Selected Measures NIPS 2023
Frequency Domain-Based Dataset Distillation NIPS 2023
Squeeze, Recover and Relabel: Dataset Condensation at ImageNet Scale From A New Perspective NIPS 2023
Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization INTERSPEECH 2023
A deep learning method trained on synthetic data for digital breast tomosynthesis reconstruction MIDL 2023
On the Blind Spots of Model-Based Evaluation Metrics for Text Generation ACL 2023
AutoConv: Automatically Generating Information-seeking Conversations with Large Language Models ACL 2023
Vector Quantized Time Series Generation with a Bidirectional Prior Model AISTATS 2023
Synthetic Experience Replay NIPS 2023
BEDLAM: A Synthetic Dataset of Bodies Exhibiting Detailed Lifelike Animated Motion CVPR 2023
Generalizing Dataset Distillation via Deep Generative Prior CVPR 2023
Slimmable Dataset Condensation CVPR 2023
Synthetic Pre-Training Tasks for Neural Machine Translation ACL 2023
Synthetic data for model selection ICML 2023
Label-Free Liver Tumor Segmentation CVPR 2023
TabMT: Generating tabular data with masked transformers NIPS 2023
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses NIPS 2023
HausaNLP at SemEval-2023 Task 10: Transfer Learning, Synthetic Data and Side-information for Multi-level Sexism Classification SEMEVAL 2023
Generating Private Synthetic Data with Genetic Algorithms ICML 2023
RQUGE: Reference-Free Metric for Evaluating Question Generation by Answering the Question ACL 2023
Target-Aware Generative Augmentations for Single-Shot Adaptation ICML 2023
PUG: Photorealistic and Semantically Controllable Synthetic Data for Representation Learning NIPS 2023
Improving Formality-Sensitive Machine Translation Using Data-Centric Approaches and Prompt Engineering ACL 2023
GPoeT: a Language Model Trained for Rhyme Generation on Synthetic Data EACL 2023
ForecastPFN: Synthetically-Trained Zero-Shot Forecasting NIPS 2023