MMDetection: Open MMLab Detection Toolbox and Benchmark

Kai Chen, Jiaqi Wang, Jiangmiao Pang, +22

arXiv (Cornell University)

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMeasurement +20

Grid R-CNN

Xin Lu, Buyu Li, Yuxin Yue, +2

Convolutional Neural NetworkMachine VisionMachine LearningImage AnalysisEngineering +11

Deep Image Harmonization

Yi‐Hsuan Tsai, Xiaohui Shen, Zhe Lin, +3

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersDeep Image Harmonization +14

Generative Image Inpainting with Contextual Attention

Jiahui Yu, Zhe Lin, Xiaohui Shen, +2

arXiv (Cornell University)

Generative Image InpaintingConvolutional Neural NetworkImage AnalysisMachine LearningMachine Vision +11

Rethinking the Smaller-Norm-Less-Informative Assumption in Channel\n Pruning of Convolution Layers

Jianbo Ye, Xin Lu, Zhe Lin, +1

arXiv (Cornell University)

Equalization Loss v2: A New Gradient Balance Approach for Long-tailed Object Detection

Jingru Tan, Xin Lu, Gang Zhang, +2

Convolutional Neural NetworkEngineeringMachine LearningLong-tailed Object DetectionImbalanced Gradients +17

Rethinking the Smaller-Norm-Less-Informative Assumption in Channel Pruning of Convolution Layers

Jianbo Ye, Xin Lu, Zhe Lin, +1

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningModel PruningChannel Characterization +15

RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features

Gang Zhang, Xin Lu, Jingru Tan, +4

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningMultiple Instance Learning +16

Few-shot Object Counting with Similarity-Aware Feature Enhancement

Zhiyuan You, Kai Yang, Wenhan Luo, +3

2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)

Few-shot LearningEngineeringMachine LearningImage RetrievalImage Search +15

Object detection based on SSD-ResNet

Xin Lu, Xin Kang, Shun Nishide, +1

Resnet NetworkImage ClassificationMachine VisionImage AnalysisData Science +13