1 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.LG2022
Evidential Conditional Neural Processes
Deep Shankar Pandey, Qi Yu
The Conditional Neural Process (CNP) family of models offer a promising direction to tackle few-shot problems by achieving better scalability and competitive predictive performance…
cs.CV2022★ 1 cited
Bayesian Nonparametric Submodular Video Partition for Robust Anomaly Detection
Hitesh Sapkota, Qi Yu
Multiple-instance learning (MIL) provides an effective way to tackle the video anomaly detection problem by modeling it as a weakly supervised problem as the labels are usually onl…
cs.CV2022★ 1 cited
Multidimensional Belief Quantification for Label-Efficient Meta-Learning
Deep Pandey, Qi Yu
Optimization-based meta-learning offers a promising direction for few-shot learning that is essential for many real-world computer vision applications. However, learning from few s…