Two-Step Image Dehazing with Intra-domain and Inter-domain Adaption
Sign Up to like & getrecommendations! Published in 2022 at "Neurocomputing"
DOI: 10.1016/j.neucom.2022.02.019
Abstract: Recently, image dehazing task has achieved remarkable progress by convolutional neural network. However, those approaches mostly treat haze removal as a one-to-one problem and ignore the intra-domain gap. Therefore, haze distribution shift of the same… read more here.
Keywords: domain gap; intra domain; domain; inter domain ... See more keywords
Intra-Domain Consistency Enhancement for Unsupervised Person Re-Identification
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Transactions on Multimedia"
DOI: 10.1109/tmm.2021.3052354
Abstract: Recently, unsupervised domain adaptation in person re-identification (ReID) has been widely studied to improve the generalization ability of the ReID model. Some existing methods focus on handling the intra-domain image variations caused by different camera… read more here.
Keywords: consistency; intra domain; domain consistency; domain ... See more keywords
ESync: Accelerating Intra-Domain Federated Learning in Heterogeneous Data Centers
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Services Computing"
DOI: 10.1109/tsc.2020.3044043
Abstract: Federated Learning (FL) serves privacy-preserving collaborative learning among multiple isolated parties, while retaining their privacy data locally. Cross-device and cross-silo FL have achieved great success in cross-domain applications, in which the scarce communication resource is… read more here.
Keywords: intra domain; domain federated; federated learning; accelerating intra ... See more keywords