Random Erasing Data Augmentation

Zhun Zhong, Liang Zheng, Guoliang Kang, +2

Proceedings of the AAAI Conference on Artificial Intelligence

Convolutional Neural NetworkEngineeringMachine LearningImage AnalysisData Science +15

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification

Weijian Deng, Liang Zheng, Qixiang Ye, +3

Siamese NetworkEngineeringMachine LearningBiometricsNatural Language Processing +21

Soft Filter Pruning for Accelerating Deep Convolutional Neural Networks

Yang He, Guoliang Kang, Xuanyi Dong, +2

Convolutional Neural NetworkEngineeringMachine LearningPattern RecognitionLarger Model Capacity +10

Contrastive Adaptation Network for Unsupervised Domain Adaptation

Guoliang Kang, Lu Jiang, Yi Yang, +1

Natural Language ProcessingLlm Fine-tuningEngineeringMachine LearningData Science +13

Random Erasing Data Augmentation

Zhun Zhong, Liang Zheng, Guoliang Kang, +2

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningImage AnalysisData Science +15

Multi-Interest Network with Dynamic Routing for Recommendation at Tmall

Chao Li, Zhiyuan Liu, Mengmeng Wu, +7

Artificial IntelligenceEngineeringMachine LearningDynamic RoutingNetwork Routing +21

Multi-Modal Curriculum Learning for Semi-Supervised Image Classification

Chen Gong, Dacheng Tao, Stephen J. Maybank, +3

IEEE Transactions on Image Processing

EngineeringMachine LearningMultimodal LearningMulti-modal Curriculum LearningImage Classification +14

Asymptotic Soft Filter Pruning for Deep Convolutional Neural Networks

Yang He, Xuanyi Dong, Guoliang Kang, +3

IEEE Transactions on Cybernetics

Artificial IntelligenceConvolutional Neural NetworkSoft Filter PruningEngineeringMachine Learning +9

Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation

Guoliang Kang, Lu Jiang, Yunchao Wei, +2

IEEE Transactions on Pattern Analysis and Machine Intelligence

Domain Consensus Clustering for Universal Domain Adaptation

Guangrui Li, Guoliang Kang, Yi Zhu, +2

Cluster ComputingEngineeringMachine LearningUnsupervised Machine LearningDomain Consensus Knowledge +14