Large-Scale Long-Tailed Recognition in an Open World

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, +3

Artificial IntelligenceFew-shot LearningMultiple Instance LearningEngineeringMachine Learning +17

DetCo: Unsupervised Contrastive Learning for Object Detection

Enze Xie, Jian Ding, Wenhai Wang, +5

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

Convolutional Neural NetworkMachine VisionImage AnalysisMachine LearningData Science +10

Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

Xingang Pan, Xiaohang Zhan, Bo Dai, +3

IEEE Transactions on Pattern Analysis and Machine Intelligence

Online Deep Clustering for Unsupervised Representation Learning

Xiaohang Zhan, Jiahao Xie, Ziwei Liu, +2

Cluster ComputingMultiple Instance LearningJoint ClusteringMachine LearningData Science +12

Switchable Whitening for Deep Representation Learning

Xingang Pan, Xiaohang Zhan, Jianping Shi, +2

Convolutional Neural NetworkNormalization TechniquesEngineeringMachine LearningStyle Transfer +14

Learning to Cluster Faces on an Affinity Graph

Lei Yang, Xiaohang Zhan, Dapeng Chen, +3

Cluster ComputingEngineeringMachine LearningBiometricsFace Recognition +18

Self-Supervised Scene De-Occlusion

Xiaohang Zhan, Xingang Pan, Bo Dai, +3

Self-supervised Scene De-occlusionScene AnalysisMachine VisionImage AnalysisMachine Learning +13

Open Compound Domain Adaptation

Ziwei Liu, Zhongqi Miao, Xingang Pan, +4

Artificial IntelligenceNatural Language ProcessingLlm Fine-tuningEngineeringMachine Learning +12

Learning to Cluster Faces via Confidence and Connectivity Estimation

Lei Yang, Dapeng Chen, Xiaohang Zhan, +3

EngineeringMachine LearningBiometricsCluster FacesUnsupervised Machine Learning +14

Large-Scale Long-Tailed Recognition in an Open World

Ziwei Liu, Zhongqi Miao, Xiaohang Zhan, +3

arXiv (Cornell University)

Artificial IntelligenceFew-shot LearningMultiple Instance LearningEngineeringMachine Learning +17