28 citations · 128 across the 19 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019★ 19 cited
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…
cs.CL2019★ 17 cited
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…
cs.CV2019★ 11 cited
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…