23 citations · 26 across the 4 of their papers we have counts for
4 papers
A Study on Representation Transfer for Few-Shot Learning
Chun-Nam Yu, Yi Xie
Few-shot classification aims to learn to classify new object categories well using only a few labeled examples. Transferring feature representations from other models is a popular…
A Direct Approach to Robust Deep Learning Using Adversarial Networks
Huaxia Wang, Chun-Nam Yu
Deep neural networks have been shown to perform well in many classical machine learning problems, especially in image classification tasks. However, researchers have found that neu…
DyMo: Dynamic Monitoring of Large Scale LTE-Multicast Systems
Yigal Bejerano, Chandru Raman, Chun-Nam Yu +6
LTE evolved Multimedia Broadcast/Multicast Service (eMBMS) is an attractive solution for video delivery to very large groups in crowded venues. However, deployment and management o…
A Generalized Loop Correction Method for Approximate Inference in Graphical Models
Siamak Ravanbakhsh, Chun-Nam Yu, Russell Greiner
Belief Propagation (BP) is one of the most popular methods for inference in probabilistic graphical models. BP is guaranteed to return the correct answer for tree structures, but c…