Balanced and robust unsupervised Open Set Domain Adaptation via joint adversarial alignment and unknown class isolation
F Gao, D Pi, J Chen - Expert Systems with Applications, 2024 - Elsevier
Abstract Open Set Domain Adaptation aims to implement knowledge transfer from the label-
rich source domain to the label-sparse or unlabeled target domain in the scenario where the …
rich source domain to the label-sparse or unlabeled target domain in the scenario where the …
Collaborative Learning of Diverse Experts for Source-free Universal Domain Adaptation
Source-free universal domain adaptation (SFUniDA) is a challenging yet practical problem
that adapts the source model to the target domain in the presence of distribution and …
that adapts the source model to the target domain in the presence of distribution and …
Self-labeling framework for open-set domain adaptation with few labeled samples
Unsupervised domain adaptation (UDA) is extremely effective for transferring knowledge
from a label-rich source domain to a label-scarce target domain. Because the target domain …
from a label-rich source domain to a label-scarce target domain. Because the target domain …
Open Set Dandelion Network for IoT Intrusion Detection
As Internet of Things devices become widely used in the real-world, it is crucial to protect
them from malicious intrusions. However, the data scarcity of IoT limits the applicability of …
them from malicious intrusions. However, the data scarcity of IoT limits the applicability of …
Linking unknown characters via oracle bone inscriptions retrieval
Retrieving useful information from existing collections of oracle bone rubbing images plays a
pivotal role in the study of oracle bone inscription decipherment. However, current systems …
pivotal role in the study of oracle bone inscription decipherment. However, current systems …
Linking Unknown Characters Via Oracle Bone Inscriptions Retrieval
Searching for related information among numerous raw materials (rubbing images) is a
crucial step in deciphering unknown Oracle Bone Inscription (OBI) characters. Existing OBI …
crucial step in deciphering unknown Oracle Bone Inscription (OBI) characters. Existing OBI …