Learning a unified label space(学习一个统一的label space): 每个数据集都有自己的label spaceL1,...,Lk,本文的目标是学习到一个通用的label spaceL,并定义一个由common label space到dataset-specific label space的映射:Tk:L→Lk,这个映射是布尔线性变换。在这项工作中,我们只考虑直接映射。每个joint label:...
Addressing this issue, we introduce a novel multi-dataset multi-task training framework that predicts COVID-19 prognostic outcomes from chest X-rays (CXR) by integrating correlated datasets from disparate sources, distant from conventional multi-task learning approaches, which rely on datasets with ...
前沿行业论文解读《Simple Multi-dataset Detection》 1. 介绍: 如何构建一个通用而广泛的物体检测器?现在很多已经的标注好好目标检测检测数据集都有自己特定的类别标签,然而,如何训练训练 一个可以统一多个数据检测类别,在本文中,我们提出了一种在多个大规模数据集上训练统一的检测器的方法。我们使用特定于数据集的训...
In this paper, we propose a multi-dataset detector using the transformer (MDT). To enhance the effectiveness of the fusion of multiple datasets, we propose alternative learning to suppress the noisy data. To speed up the training of big data, we use scale shifting to save computational effort...
-[x]add multi-dataset point prompt training model -[ ]add more pre-training and finetuningconfigs -[ ]add pre-trained checkpoints ##Citation Expand All@@ -74,3 +143,8 @@ For more outdoor pre-training and downstream information, you can also refer to ...
CASA Gigabit Supercomputing Network: CALCRUST Three-Dimensional Real-Time Multi-Dataset Rendering 来自 ResearchGate 喜欢 0 阅读量: 19 作者:P Lyster,L Bergman,P Li,D Stanfill,D Okaya 摘要: Viewgraphs on a distributed system for visualizing and analyzing multivariate and multidisciplinary data are ...
Correlative measurements: multi-modal data merging The strain fields obtained from DIC corresponding to the investigated free surface of the 3D dataset are provided for the different loading steps. All fields have been aligned to fit the free surface of the 3D dataset as displayed in Fig.8. The...
The dataset provides multi-modal data to support different types of methods, collected by multiple Azure Kinect DK sensors using synchronous data acquisition system (Multi-Kinect SDAS). Moreover, we propose a model-based gait recognition method SkeletonGait for gait recognition in walking conditions ...
The Multi-PIE (Multi Pose, Illumination, Expressions) dataset consists of face images of 337 subjects taken under different pose, illumination and expressions. The pose range contains 15 discrete views, capturing a face profile-to-profile. Illumination c
标题:FERV39k: A Large-Scale Multi-Scene Dataset for Facial Expression Recognition in Videos 作者:Yan Wang, Yixuan Sun, Yiwen Huang, Zhongying Liu, Shuyong Gao, Wei Zhang, Weifeng Ge, and Wenqiang Zhang (Fudan University) 发表:CVPR 2022 文章地址:arxiv.org/pdf/2203.0946 代码地址:github.com/...