Despite received great success in the last decade, deep learning is starting to hit its limited capacity in achieving robustness and adaptivity. To remedy this, my research aims to create a type of se [...]
Despite received great success in the last decade, deep learning is starting to hit its limited capacity in achieving robustness and adaptivity. To remedy this, my research aims to create a type of se [...]
Traditional deep learning algorithms usually lack of robustness and adaptivity, and more importantly, they are suffering from vulnerable to adversarial attacks. Here we propose a novel learning paradi [...]