30 citations · 38 across the 3 of their papers we have counts for
3 papers
cs.CL2022★ 1 cited
Revisiting Attention Weights as Explanations from an Information Theoretic Perspective
Bingyang Wen, K. P. Subbalakshmi, Fan Yang
Attention mechanisms have recently demonstrated impressive performance on a range of NLP tasks, and attention scores are often used as a proxy for model explainability. However, th…
cs.LG2021★ 7 cited
Causal-TGAN: Generating Tabular Data Using Causal Generative Adversarial Networks
Bingyang Wen, Luis Oliveros Colon, K. P. Subbalakshmi +1
Synthetic data generation becomes prevalent as a solution to privacy leakage and data shortage. Generative models are designed to generate a realistic synthetic dataset, which can…
cs.CV2019★ 30 cited
ROMark: A Robust Watermarking System Using Adversarial Training
Bingyang Wen, Sergul Aydore
The availability and easy access to digital communication increase the risk of copyrighted material piracy. In order to detect illegal use or distribution of data, digital watermar…