NeurIPS 2023 Workshop SyntheticData4ML Submissions

Improving fairness for spoken language understanding in atypical speech with Text-to-Speech
Helin Wang, Venkatesh Ravichandran, Milind Rao, Becky Lammers, Myra Sydnor, Nicholas Maragakis, Ankur A. Butala, Jayne Zhang, Lora Clawson, Victoria Chovaz, Laureano Moro-Velazquez
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Oral
- Readers: Everyone
Differentially Private Synthetic Data via Foundation Model APIs 1: Images
Zinan Lin, Sivakanth Gopi, Janardhan Kulkarni, Harsha Nori, Sergey Yekhanin
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Oral
- Readers: Everyone
Stable Diffusion For Aerial Object Detection
Yanan Jian, Fuxun Yu, Simranjit Singh, Dimitrios Stamoulis
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone
$\mathbb{S}$ci$\mathbb{F}$ix: Outperforming GPT3 on Scientific Factual Error Correction
Dhananjay Ashok, Atharva Kulkarni, Hai Pham, Barnabas Poczos
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone
On the Limitation of Diffusion Models for Synthesizing Training Datasets
Shin'ya Yamaguchi, Takuma Fukuda
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone
Size Matters: Large Graph Generation with HiGGs
Alex Owen Davies, Nirav Ajmeri, Telmo M Silva Filho
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone
Synthetic Health-related Longitudinal Data with Mixed-type Variables Generated using Diffusion Models
Nicholas I-Hsien Kuo, Federico Garcia, Anders Sonnerborg, Michael Bohm, Rolf Kaiser, Maurizio Zazzi, Louisa Jorm, Sebastiano Barbieri
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone
EDGE++: Improved Training and Sampling of EDGE
Xiaohui Chen, Mingyang Wu, Liping Liu
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone
AutoDiff: combining Auto-encoder and Diffusion model for tabular data synthesizing
Namjoon Suh, Xiaofeng Lin, Din-Yin Hsieh, Mehrdad Honarkhah, Guang Cheng
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone
Privacy Measurements in Tabular Synthetic Data: State of the Art and Future Research Directions
Alexander Theodorus Petrus Boudewijn, Andrea Filippo Ferraris, Daniele Panfilo, Vanessa Cocca, Sabrina Zinutti, Karel De Schepper, Carlo Rossi Chauvenet
- Published: 30 Oct 2023, Last Modified: 30 Nov 2023
- SyntheticData4ML 2023 Poster
- Readers: Everyone