1 citations · 1 across the 5 of their papers we have counts for
5 papers
ECCENTRIC: Edge-Cloud Collaboration Framework for Distributed Inference Using Knowledge Adaptation
Mohammad Mahdi Kamani, Zhongwei Cheng, Lin Chen
The massive growth in the utilization of edge AI has made the applications of machine learning models ubiquitous in different domains. Despite the computation and communication eff…
HalluAudio: Hallucinating Frequency as Concepts for Few-Shot Audio Classification
Zhongjie Yu, Shuyang Wang, Lin Chen +1
Few-shot audio classification is an emerging topic that attracts more and more attention from the research community. Most existing work ignores the specificity of the form of the…
FedRule: Federated Rule Recommendation System with Graph Neural Networks
Yuhang Yao, Mohammad Mahdi Kamani, Zhongwei Cheng +3
Much of the value that IoT (Internet-of-Things) devices bring to ``smart'' homes lies in their ability to automatically trigger other devices' actions: for example, a smart camera…
Package Theft Detection from Smart Home Security Cameras
Hung-Min Hsu, Xinyu Yuan, Baohua Zhu +2
Package theft detection has been a challenging task mainly due to lack of training data and a wide variety of package theft cases in reality. In this paper, we propose a new Global…
Adaptive Distillation: Aggregating Knowledge from Multiple Paths for Efficient Distillation
Sumanth Chennupati, Mohammad Mahdi Kamani, Zhongwei Cheng +1
Knowledge Distillation is becoming one of the primary trends among neural network compression algorithms to improve the generalization performance of a smaller student model with g…