736 citations · 1.2k across the 23 of their papers we have counts for
Showing 2019Show all
3 papers · 1 filter
cs.CV2019
Is Heuristic Sampling Necessary in Training Deep Object Detectors?
Joya Chen, Dong Liu, Tong Xu +3
To train accurate deep object detectors under the extreme foreground-background imbalance, heuristic sampling methods are always necessary, which either re-sample a subset of all t…
cs.CL2019★ 7 cited
Chinese Embedding via Stroke and Glyph Information: A Dual-channel View
Hanqing Tao, Shiwei Tong, Tong Xu +2
Recent studies have consistently given positive hints that morphology is helpful in enriching word embeddings. In this paper, we argue that Chinese word embeddings can be substanti…
cs.SI2019★ 133 cited
MCNE: An End-to-End Framework for Learning Multiple Conditional Network Representations of Social Network
Hao Wang, Tong Xu, Qi Liu +5
Recently, the Network Representation Learning (NRL) techniques, which represent graph structure via low-dimension vectors to support social-oriented application, have attracted wid…