2 citations · 3 across the 4 of their papers we have counts for
3 papers · 1 filter
Balance of Number of Embedding and their Dimensions in Vector Quantization
Hang Chen, Sankepally Sainath Reddy, Ziwei Chen +1
The dimensionality of the embedding and the number of available embeddings ( also called codebook size) are critical factors influencing the performance of Vector Quantization(VQ),…
Discrete Messages Improve Communication Efficiency among Isolated Intelligent Agents
Hang Chen, Yuchuan Jang, Weijie Zhou +3
Individuals, despite having varied life experiences and learning processes, can communicate effectively through languages. This study aims to explore the efficiency of language as…
PMFL: Partial Meta-Federated Learning for heterogeneous tasks and its applications on real-world medical records
Tianyi Zhang, Shirui Zhang, Ziwei Chen +1
Federated machine learning is a versatile and flexible tool to utilize distributed data from different sources, especially when communication technology develops rapidly and an unp…