Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator

Author:

Choi Wonhyeok1,Shin Mingyu2,Lee Hyukzae3,Cho Jaehoon3,Park Jaehyeon3,Im Sunghoon1

Affiliation:

1. DGIST,Department of Electrical Engineering & Computer Science,Daegu,Korea

2. DGIST,Department of Interdisciplinary Studies of Atrificial Intelligence,Daegu,Korea

3. Autonomous Driving Center, Hyundai Motor Company,Seoul,Korea

Publisher

IEEE

Reference58 articles.

1. An overview of multi-task learning in deep neural networks;Ruder,2017

2. Learning with whom to share in multi-task feature learning;Kang

3. Which tasks should be learned together in multi-task learning?;Standley

4. Cross-Stitch Networks for Multi-task Learning

5. Sluice networks: Learning what to share between loosely related tasks;Ruder,2017

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