conftrace_

synthetic data generation

590 papers

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Also known as

SDG

Co-occurring keywords

large language model (13587) synthetic datum (765) data augmentation (3052) domain adaptation (4595) diffusion model (3751) text classification (6793) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) language model (4599)

Papers

Time Series Data Augmentation for Deep Learning: A Survey IJCAI 2021
DP-MERF: Differentially Private Mean Embeddings with RandomFeatures for Practical Privacy-preserving Data Generation AISTATS 2021
Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models EACL 2021
Building Adaptive Acceptability Classifiers for Neural NLG EMNLP 2021
Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL 2021
A Simple Recipe for Multilingual Grammatical Error Correction IJCNLP 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021
How To Train Neural Networks for Flare Removal ICCV 2021
UltraPose: Synthesizing Dense Pose With 1 Billion Points by Human-Body Decoupling 3D Model ICCV 2021
Self-Supervised Real-to-Sim Scene Generation ICCV 2021
A Simple Recipe for Multilingual Grammatical Error Correction ACL 2021
Constructing a Fair Classifier with Generated Fair Data AAAI 2021
Translate & Fill: Improving Zero-Shot Multilingual Semantic Parsing with Synthetic Data EMNLP 2021
Audio-Visual Localization by Synthetic Acoustic Image Generation AAAI 2021
Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021
TAPAS at SemEval-2021 Task 9: Reasoning over tables with intermediate pre-training SEMEVAL 2021
Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods NIPS 2021
Unsupervised Adaptation of Question Answering Systems via Generative Self-training EMNLP 2020
Animal Detection in Man-made Environments WACV 2020
A Comparative Study of Synthetic Data Generation Methods for Grammatical Error Correction ACL 2020
A Semi-supervised Approach to Generate the Code-Mixed Text using Pre-trained Encoder and Transfer Learning EMNLP 2020
Generative Teaching Networks: Accelerating Neural Architecture Search by Learning to Generate Synthetic Training Data ICML 2020
The Knowledge Within: Methods for Data-Free Model Compression CVPR 2020
Financial Thought Experiment: A GAN-based Approach to Vast Robust Portfolio Selection IJCAI 2020
End-to-End Synthetic Data Generation for Domain Adaptation of Question Answering Systems EMNLP 2020