Brain Lesion Synthesis via Progressive Adversarial Variational Auto-Encoder [0.03%]
基于渐进对抗变分自编码器的脑病变合成方法
Jiayu Huo,Vejay Vakharia,Chengyuan Wu et al.
Jiayu Huo et al.
Laser interstitial thermal therapy (LITT) is a novel minimally invasive treatment that is used to ablate intracranial structures to treat mesial temporal lobe epilepsy (MTLE). Region of interest (ROI) segmentation before and after LITT woul...
ACVAE: A novel self-adversarial variational auto-encoder combined with contrast learning for time series anomaly detection [0.03%]
ACVAE：结合对比学习的新型自对抗变分自动编码器在时间序列异常检测中的应用
Xiaoxia Zhang,Shang Shi,HaiChao Sun et al.
Xiaoxia Zhang et al.
Deep generative models have advantages in modeling complex time series and are widely used in anomaly detection. Nevertheless, the existing deep generative approaches mainly concentrate on the investigation of models' reconstruction capabil...