Furui Liu
- CausalVAE: Structured Causal Disentanglement in Variational Autoencoder
2020/04/18 by Mengyue Yang, Yang, Mengyue, Furui Liu +9 · 12 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare #Advanced Text Analysis Techniques
- Traj-MAE: Masked Autoencoders for Trajectory Prediction
2023/03/12 by Hao Chen, Chen, Hao, Jiaze Wang +13 · 10 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques #Video Surveillance and Tracking Methods
- Causal World Models by Unsupervised Deconfounding of Physical Dynamics
2020/12/28 by Minne Li, Li, Minne, Mengyue Yang +9 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
- Invariant Learning via Probability of Sufficient and Necessary Causes
2023/09/22 by Mengyue Yang, Yang, Mengyue, Zhen Fang +11 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Machine Learning in Healthcare
- CauDR: A Causality-inspired Domain Generalization Framework for Fundus-based Diabetic Retinopathy Grading
2023/09/27 by Hao Wei, Peilun Shi, Wei, Hao +13 · 2 citations
Medicine · #Retinal Imaging and Analysis #Retinal Diseases and Treatments #Acute Ischemic Stroke Management
- Learning Instrumental Variable from Data Fusion for Treatment Effect Estimation
2022/08/23 by Anpeng Wu, Kun Kuang, Wu, Anpeng +15 · 1 citation
Computer Science · #Technology and Data Analysis #Machine Learning and ELM #Advanced Technologies in Various Fields