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cs.CV2022
A Unified Object Counting Network with Object Occupation Prior
Shengqin Jiang, Qing Wang, Fengna Cheng +2
The counting task, which plays a fundamental role in numerous applications (e.g., crowd counting, traffic statistics), aims to predict the number of objects with various densities.…
cs.CV2021
Episode Adaptive Embedding Networks for Few-shot Learning
Fangbing Liu, Qing Wang
Few-shot learning aims to learn a classifier using a few labelled instances for each class. Metric-learning approaches for few-shot learning embed instances into a high-dimensional…