490 citations · 1.5k across the 56 of their papers we have counts for
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3 papers · 1 filter
cs.CV2019★ 1 cited
Multi-level Similarity Learning for Low-Shot Recognition
Hongwei Xv, Xin Sun, Junyu Dong +2
Low-shot learning indicates the ability to recognize unseen objects based on very limited labeled training samples, which simulates human visual intelligence. According to this con…
cs.CV2019★ 5 cited
Highlight Every Step: Knowledge Distillation via Collaborative Teaching
Haoran Zhao, Xin Sun, Junyu Dong +2
High storage and computational costs obstruct deep neural networks to be deployed on resource-constrained devices. Knowledge distillation aims to train a compact student network by…
cs.CV2019★ 5 cited
Few-shot Learning for Domain-specific Fine-grained Image Classification
Xin Sun, Hongwei Xv, Junyu Dong +2
Learning to recognize novel visual categories from a few examples is a challenging task for machines in real-world industrial applications. In contrast, humans have the ability to…