Chengxuan Wang
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View article: MVQ: Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization
MVQ: Towards Efficient DNN Compression and Acceleration with Masked Vector Quantization Open
Vector quantization(VQ) is a hardware-friendly DNN compression method that\ncan reduce the storage cost and weight-loading datawidth of hardware\naccelerators. However, conventional VQ techniques lead to significant accuracy\nloss because …
View article: GMTNet: Dense Object Detection via Global Dynamically Matching Transformer Network
GMTNet: Dense Object Detection via Global Dynamically Matching Transformer Network Open
View article: Drone-TOOD: A Lightweight Task-Aligned Object Detection Algorithm for Vehicle Detection in UAV Images
Drone-TOOD: A Lightweight Task-Aligned Object Detection Algorithm for Vehicle Detection in UAV Images Open
Vehicle object detection using UAV images is a crucial undertaking in urban traffic management and the advancement of autonomous driving technologies. Conventional networks fail to achieve accuary in detecting vehicle objects from a drone’…
View article: A Blockchain-Based Game Approach to Multi-Microgrid Energy Dispatch
A Blockchain-Based Game Approach to Multi-Microgrid Energy Dispatch Open
As the current global environment is deteriorating, distributed renewable energy is gradually becoming an important member of the energy internet. Blockchain, as a decentralized distributed ledger with decentralization, traceability and ta…