16 citations · 23 across the 4 of their papers we have counts for
4 papers
EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization
Guanyu Gao, Yuqi Dong, Ran Wang +1
Deep Neural Network (DNN)-based video analytics significantly improves recognition accuracy in computer vision applications. Deploying DNN models at edge nodes, closer to end users…
Ensemble Clustering via Co-association Matrix Self-enhancement
Yuheng Jia, Sirui Tao, Ran Wang +1
Ensemble clustering integrates a set of base clustering results to generate a stronger one. Existing methods usually rely on a co-association (CA) matrix that measures how many tim…
ViT-P: Rethinking Data-efficient Vision Transformers from Locality
Bin Chen, Ran Wang, Di Ming +1
Recent advances of Transformers have brought new trust to computer vision tasks. However, on small dataset, Transformers is hard to train and has lower performance than convolution…
To Tune or Not To Tune? How About the Best of Both Worlds?
Ran Wang, Haibo Su, Chunye Wang +2
The introduction of pre-trained language models has revolutionized natural language research communities. However, researchers still know relatively little regarding their theoreti…