Multi View Domain Generalization For Visual Recognition

ø latent domains are characterized by different hidden factors e g pose.

Multi view domain generalization for visual recognition. View profile dong xu. Get the latest machine learning methods with code. Machine learning interesting projects.

Home browse by title proceedings iccv 15 multi view domain generalization for visual recognition. In this paper we propose a new exemplar based multi view domain generalization emvdg framework for visual recognition by learning robust classifier that are able to generalize well to arbitrary. Update w dual form.

An exemplar based multi view domain generalization framework for visual recognition. Optimization intermediate variable for ease of optimization 1 update z and e adm 2 update g and w 1. Multi view domain generalization for visual recognition li niu presents.

Browse our catalogue of tasks and access state of the art solutions. Considering the recent works show the domain generalization capability can be enhanced by. Niu l li w xu d cai j.

An exemplar based multi view domain generalization framework for visual recognition. You can also follow us on twitter. In this paper we propose a new exemplar based multi view domain generalization emvdg framework for visual recognition by learning robust classifier that are able to generalize well to arbitrary target domain based on the training samples with multiple types of features i e multi view features.

In this paper we propose a new multi view domain generalization mvdg approach for visual recognition in which we aim to use the source domain samples with multiple types of features i e multi view features to learn robust classifiers that can generalize well to any unseen target domain. Authors info affiliations. Multi view domain generalization for visual recognition li niu1 wen li2 dong xu3 1interdisciplinary graduate school nanyang technological university singapore 2computer vision laboratory eth zurich switzerland 3school of computer engineering nanyang technological university singapore and school of electrical and information engineering the university of sydney sydney australia.