18 citations · 39 across the 3 of their papers we have counts for
5 papers
DONet: Dual Objective Networks for Skin Lesion Segmentation
Yaxiong Wang, Yunchao Wei, Xueming Qian +2
Skin lesion segmentation is a crucial step in the computer-aided diagnosis of dermoscopic images. In the last few years, deep learning based semantic segmentation methods have sign…
Crowd Scene Analysis by Output Encoding
Yao Xue, Siming Liu, Yonghui Li +1
Crowd scene analysis receives growing attention due to its wide applications. Grasping the accurate crowd location (rather than merely crowd count) is important for spatially ident…
Preparing Lessons: Improve Knowledge Distillation with Better Supervision
Tiancheng Wen, Shenqi Lai, Xueming Qian
Knowledge distillation (KD) is widely used for training a compact model with the supervision of another large model, which could effectively improve the performance. Previous metho…
Position Focused Attention Network for Image-Text Matching
Yaxiong Wang, Hao Yang, Xueming Qian +4
Image-text matching tasks have recently attracted a lot of attention in the computer vision field. The key point of this cross-domain problem is how to accurately measure the simil…
VrR-VG: Refocusing Visually-Relevant Relationships
Yuanzhi Liang, Yalong Bai, Wei Zhang +3
Relationships encode the interactions among individual instances, and play a critical role in deep visual scene understanding. Suffering from the high predictability with non-visua…