Because of their tremendous computing power and remarkable cost efficiency, GPUs (graphic processing unit) have quickly emerged as an influential computing platform for a broad ...
Eddy Z. Zhang, Yunlian Jiang, Ziyu Guo, Xipeng She...
Support Vector Machines (SVM) are one of the most useful
techniques in classification problems. One clear example
is face recognition. However, SVM cannot be applied
when the fe...
In test generation based on model-checking, white-box test criteria are represented as trap conditions written in a temporal logic. A model checker is used to refute trap conditio...
To learn a new visual category from few examples, prior knowledge from unlabeled data as well as previous related categories may be useful. We develop a new method for transfer le...
Reinforcement learning promises a generic method for adapting agents to arbitrary tasks in arbitrary stochastic environments, but applying it to new real-world problems remains di...