SoftTriple Loss: Deep Metric Learning Without Triplet Sampling

Qi Qian, Lei Shang, Baigui Sun, +4

Geometric LearningSofttriple LossMultiple Instance LearningMachine VisionMachine Learning +11

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

Qiang Zhou, Chaohui Yu, Zhibin Wang, +2

Scene AnalysisMachine VisionMachine LearningImage AnalysisData Science +12

Fine-grained visual categorization via multi-stage metric learning

Qi Qian, Rong Jin, Shenghuo Zhu, +1

EngineeringMachine LearningObject CategorizationImage ClassificationImage Analysis +20

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

Ming Lin, Pichao Wang, Zhenhong Sun, +5

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Artificial IntelligenceFew-shot LearningConvolutional Neural NetworkEngineeringMachine Learning +19

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

Qi Qian, Rong Jin, Jinfeng Yi, +2

Machine Learning

EngineeringMachine LearningManifold LearningData MiningPattern Recognition +5

SoftTriple Loss: Deep Metric Learning Without Triplet Sampling

Qi Qian, Lei Shang, Baigui Sun, +3

arXiv (Cornell University)

Geometric LearningSofttriple LossMultiple Instance LearningMachine VisionMachine Learning +11

DR Loss: Improving Object Detection by Distributional Ranking

Qi Qian, Lei Chen, Hao Li, +1

Artificial IntelligenceDr LossImage ClassificationMachine VisionImage Analysis +13

Learning to Rank Proposals for Object Detection

Zhiyu Tan, Xuecheng Nie, Qi Qian, +2

Artificial IntelligenceRanking AlgorithmEngineeringMachine LearningMultiple Instance Learning +19

Dash: Semi-Supervised Learning with Dynamic Thresholding

Yi Xu, Lei Shang, Jinxing Ye, +5

arXiv (Cornell University)

Machine VisionMachine LearningData ScienceImage AnalysisPattern Recognition +12

Robust Optimization over Multiple Domains

Qi Qian, Shenghuo Zhu, Jiasheng Tang, +3

Proceedings of the AAAI Conference on Artificial Intelligence

Artificial IntelligenceLarge-scale Global OptimizationMultiple DomainsEngineeringMachine Learning +15