领域对抗神经网络(Domain Adversarial Neural Network (DANN))、对抗性区分域适应(Adversarial Discriminative Domain Adaptation (ADDA)):使用领域鉴别器来区分两个领域,同时学习特征提取器来混淆领域对抗训练范例中的领域鉴别器 条件域对抗网络(Conditional Domain Adversarial Network (CDAN)):通过匹配标签和特征的联合分布...
领域对抗神经网络(Domain Adversarial Neural Network (DANN))、对抗性区分域适应(Adversarial Discriminative Domain Adaptation (ADDA)):使用领域鉴别器来区分两个领域,同时学习特征提取器来混淆领域对抗训练范例中的领域鉴别器 条件域对抗网络(Conditional Domain Adversarial Network (CDAN)):通过匹配标签和特征的联合分布...
OPEN-SET RE-ID: A NARROW OPEN-WORLD PERSPECTIVE 这一段他的引文都太老了,没有细看,主要是一些首次提出open-set reid的工作。 III. SPECIFIC APPLICATION-DRIVEN RE-ID: A GENERALIZED OPEN-WORLD PERSPECTIVE Reid主要分为如下几步,首先从监控或者其他摄像头获得帧图像,然后object detection对里面的人画上boundi...
whoseclassisabsentduringtraining.Wecallsuchaclassasan“unknownclass”andthecategoriesprovidedduringtrainingisreferredtoasthe“knownclass.”Ifthesesamplescanberecognizedasunknown,wecanarrangenoisydatasetsandpickoutthesamplesofinterestfromthem.Moreover,ifrobotsworkinginthereal-worldcandetectunknownobjectsandaskannotatorsto...
However, current UDA methods typically assume a shared label space between source and target, limiting their applicability in real-world scenarios where novel cat-egories may emerge in the target domain. In this paper, we introduce Open-Set Domain Adaptation for Semantic Segmentation (OSDA -SS) ...
A curated list of papers & resources linked to open set recognition, out-of-distribution, open set domain adaptation and open world recognition open-sourceawesome-listopen-setopen-set-recognitionopen-word-recognitionout-of-distribution-detectionopen-set-domain-adaptation ...
domain adaptationunseen dataPlant diseases and pests cause significant losses to farmers and threaten food security worldwide. For sustainable agriculture, monitoring the conditions of plants and detecting plant diseases is essential. Recent advances in plant disease recognition based on deep learning ...
Open World Object Detection is a computer vision problem where a model is tasked to: 1) identify objects that have not been introduced to it as `unknown', without explicit supervision to do so, and 2) incrementally learn these identified unknown categori
OpenHarmony domain. On the other hand, "湖" (Hu) in "Honghu" signifies Taihu Lake, while "Wanlian" is derived from "Internet of Everything". Both elements point to SWANLINK's headquarters located in Wuxi, renowned as the "Pearl of Taihu Lake" and the "World Internet of Things Capital...
This paper introduces CORE, a widely used scholarly service, which provides access to the world’s largest collection of open access research publications, acquired from a global network of repositories and journals. CORE was created with the goal of enabling text and data mining of scientific lite...