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Yuqing Hu, Stéphane Pateux and Vincent Gripon
In many real-life problems, it is difficult to acquire or label large amounts of data, resulting in so-called few-shot learning problems. However, few-shot classification is a challenging problem due to the uncertainty caused by using few labeled samples...
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Qiang Li, Jun Zhang, Rui Wang, Jing Liu and Ping Li
The keel brick wall belongs to the rural residential exterior wall unique to the southeast coastal region of China. The wooden keel inside the wall and the external tie members can improve the stability of the whole wall. However, due to the age of const...
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Xueqing Wu, Baoqing Pei, Wei Wang, Da Lu, Lei Guo and Peiyan He
There is a high risk of serious injury to the lower extremities during a human drop landing. Prophylactic knee and ankle braces are commonly used to reduce injury by restraining the motion of joints. However, braces that restrain joint range of motion (R...
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Hassan Sadeghi, Seyed Sadredin Shojaedin, Ali Abbasi, Elham Alijanpour, Marcus Fraga Vieira, Zdenek Svoboda and Kianoush Nazarpour
Falling is one of the most common causes of hip fracture and death in older adults. A comparison of the biomechanics of the gait in fallers and non-fallers older adults, especially joint coordination and coordination variability, enables the understandin...
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Jian Fu, Cong Li, Xiang Teng, Fan Luo and Boqun Li
Discovering the implicit pattern and using it as heuristic information to guide the policy search is one of the core factors to speed up the procedure of robot motor skill acquisition. This paper proposes a compound heuristic information guided reinforce...
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