synthetic data generation

Aspect-Controllable Opinion Summarization EMNLP 2021 Audio-Visual Localization by Synthetic Acoustic Image Generation AAAI 2021 AutoFlow: Learning a Better Training Set for Optical Flow CVPR 2021 Building Adaptive Acceptability Classifiers for Neural NLG EMNLP 2021 ConQuest: Contextual Question Paraphrasing through Answer-Aware Synthetic Question Generation EMNLP 2021 Constructing a Fair Classifier with Generated Fair Data AAAI 2021 Cross-View Cross-Scene Multi-View Crowd Counting CVPR 2021 DECAF: Generating Fair Synthetic Data Using Causally-Aware Generative Networks NeurIPS 2021 Differentially Private Query Release Through Adaptive Projection ICML 2021 DP-MERF: Differentially Private Mean Embeddings with RandomFeatures for Practical Privacy-preserving Data Generation AISTATS 2021 EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders MLHC 2021 Finding needles in a haystack: Sampling Structurally-diverse Training Sets from Synthetic Data for Compositional Generalization EMNLP 2021 GeoSim: Realistic Video Simulation via Geometry-Aware Composition for Self-Driving CVPR 2021 How To Train Neural Networks for Flare Removal ICCV 2021 Improving Question Answering Model Robustness with Synthetic Adversarial Data Generation EMNLP 2021 Iterative Methods for Private Synthetic Data: Unifying Framework and New Methods NeurIPS 2021 Learning Optical Flow From Still Images CVPR 2021 Maastricht University’s Large-Scale Multilingual Machine Translation System for WMT 2021 EMNLP 2021 MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021 Multi-stage Training with Improved Negative Contrast for Neural Passage Retrieval EMNLP 2021 Qimera: Data-free Quantization with Synthetic Boundary Supporting Samples NeurIPS 2021 Self-Supervised Real-to-Sim Scene Generation ICCV 2021 Synthetic Data Generation and Multi-Task Learning for Extracting Temporal Information from Health-Related Narrative Text EMNLP 2021 Synthetic Data Generation for Grammatical Error Correction with Tagged Corruption Models EACL 2021 Synthetic Examples Improve Cross-Target Generalization: A Study on Stance Detection on a Twitter corpus. EACL 2021