Qi Qian

SoftTriple Loss: Deep Metric Learning Without Triplet Sampling

Qi Qian, Lei Shang, Baigui Sun et al. · 2019 · 363 citations

Geometric Learning, Softtriple Loss, Multiple Instance Learning +13

Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework

Qiang Zhou, Chaohui Yu, Zhibin Wang et al. · 2021 · 205 citations

Scene Analysis, Machine Vision, Machine Learning +14

Fine-grained visual categorization via multi-stage metric learning

Qi Qian, Rong Jin, Shenghuo Zhu et al. · 2015 · 150 citations

Engineering, Machine Learning, Object Categorization +22

Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition

Ming Lin, Pichao Wang, Zhenhong Sun et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) · 2021 · 137 citations

Artificial Intelligence, Few-shot Learning, Convolutional Neural Network +21

Efficient distance metric learning by adaptive sampling and mini-batch stochastic gradient descent (SGD)

Qi Qian, Rong Jin, Jinfeng Yi et al. · Machine Learning · 2014 · 108 citations · Full text

Engineering, Machine Learning, Manifold Learning +7