Latent Cognizance: What Machine Really Learns

Pisit Nakjai, Jiradej Ponsawat, Tatpong Katanyukul

Despite overwhelming achievements in recognition accuracy, extending an open-set capability -- ability to identify when the question is out of scope -- remains greatly challenging…