Improving the Energy Efficiency of Real-time DNN Object Detection via Compression, Transfer Learning, and Scale Prediction.
Debojyoti BiswasM. M. Mahabubur RahmanZiliang ZongJelena TesicPublished in: NAS (2022)
Keyphrases
- transfer learning
- energy efficiency
- real time
- object detection
- energy consumption
- power consumption
- wireless sensor networks
- wireless sensor
- learning tasks
- sensor networks
- transfer knowledge
- data center
- machine learning
- knowledge transfer
- routing protocol
- labeled data
- reinforcement learning
- smart home
- text categorization
- active learning
- response time
- domain adaptation
- cross domain
- activity recognition
- semi supervised learning
- text mining
- collaborative filtering
- target domain
- sensor nodes
- text classification
- semi supervised
- machine learning algorithms
- computer vision
- decision trees
- database
- transferring knowledge
- multi task
- low cost
- unlabeled data