32 citations · 63 across the 6 of their papers we have counts for
Showing 2020Show all
3 papers · 1 filter
cs.CV2020★ 9 cited
Identifying Invariant Texture Violation for Robust Deepfake Detection
Xinwei Sun, Botong Wu, Wei Chen
Existing deepfake detection methods have reported promising in-distribution results, by accessing published large-scale dataset. However, due to the non-smooth synthesis method, th…
cs.CV2020
Forecasting Irreversible Disease via Progression Learning
Botong Wu, Sijie Ren, Jing Li +3
Forecasting Parapapillary atrophy (PPA), i.e., a symptom related to most irreversible eye diseases, provides an alarm for implementing an intervention to slow down the disease prog…
cs.LG2020★ 9 cited
Latent Causal Invariant Model
Xinwei Sun, Botong Wu, Xiangyu Zheng +4
Current supervised learning can learn spurious correlation during the data-fitting process, imposing issues regarding interpretability, out-of-distribution (OOD) generalization, an…