Dense Relation Distillation with Context-aware Aggregation for Few-Shot Object Detection

Hanzhe Hu, Shuai Bai, Aoxue Li, +2

Few-shot LearningConvolutional Neural NetworkScene AnalysisEngineeringMachine Learning +14

Boosting Few-Shot Learning With Adaptive Margin Loss

Aoxue Li, Weiran Huang, Lan Xu, +3

Artificial IntelligenceFew-shot LearningEngineeringMachine LearningMeta-learning +15

Large-Scale Few-Shot Learning: Knowledge Transfer With Class Hierarchy

Aoxue Li, Tiange Luo, Zhiwu Lu, +2

Artificial IntelligenceFew-shot LearningEngineeringMachine LearningNatural Language Processing +15

Few-Shot Learning With Global Class Representations

Aoxue Li, Tiange Luo, Tao Xiang, +2

Few-shot LearningMultiple Instance LearningMachine VisionMachine LearningData Science +12

Zero-Shot Scene Classification for High Spatial Resolution Remote Sensing Images

Aoxue Li, Zhiwu Lu, Liwei Wang, +2

IEEE Transactions on Geoscience and Remote Sensing

Few-shot LearningScene AnalysisEngineeringMachine LearningNatural Language Processing +17

Global and Local Saliency Analysis for the Extraction of Residential Areas in High-Spatial-Resolution Remote Sensing Image

Libao Zhang, Aoxue Li, Zhongjun Zhang, +1

IEEE Transactions on Geoscience and Remote Sensing

Local Saliency AnalysisRemote Sensing ImageFourier TransformImage AnalysisMachine Vision +12

Zero and Few Shot Learning With Semantic Feature Synthesis and Competitive Learning

Jiechao Guan, Zhiwu Lu, Tao Xiang, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

Artificial IntelligenceFew-shot LearningStructured PredictionEngineeringMachine Learning +19

UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation

Haiyang Wang, Hao Tang, Shaoshuai Shi, +4

EngineeringMachine LearningDepth MapOutdoor 3D3D Computer Vision +17

Region-of-Interest Extraction Based on Saliency Analysis of Co-Occurrence Histogram in High Spatial Resolution Remote Sensing Images

Libao Zhang, Aoxue Li

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

EngineeringFeature DetectionImage RetrievalMulti-image FusionCo-occurrence Histogram +16

CAGroup3D: Class-Aware Grouping for 3D Object Detection on Point Clouds

Haiyang Wang, Lihe Ding, Shaocong Dong, +5

arXiv (Cornell University)

EngineeringMachine LearningPoint Cloud ProcessingPoint Cloud3D Computer Vision +19