3 papers
cs.CV2020★ 4 cited
Knowledge Transfer via Dense Cross-Layer Mutual-Distillation
Anbang Yao, Dawei Sun
Knowledge Distillation (KD) based methods adopt the one-way Knowledge Transfer (KT) scheme in which training a lower-capacity student network is guided by a pre-trained high-capaci…
cs.CV2019
Learning Two-View Correspondences and Geometry Using Order-Aware Network
Jiahui Zhang, Dawei Sun, Zixin Luo +6
Establishing correspondences between two images requires both local and global spatial context. Given putative correspondences of feature points in two views, in this paper, we pro…
cs.CV2019
Deeply-supervised Knowledge Synergy
Dawei Sun, Anbang Yao, Aojun Zhou +1
Convolutional Neural Networks (CNNs) have become deeper and more complicated compared with the pioneering AlexNet. However, current prevailing training scheme follows the previous…