all AI news
A Boundary Based Out-of-Distribution Classifier for Generalized Zero-Shot Learning. (arXiv:2008.04872v2 [cs.CV] UPDATED)
Jan. 4, 2022, 9:10 p.m. | Xingyu Chen, Xuguang Lan, Fuchun Sun, Nanning Zheng
cs.CV updates on arXiv.org arxiv.org
Generalized Zero-Shot Learning (GZSL) is a challenging topic that has
promising prospects in many realistic scenarios. Using a gating mechanism that
discriminates the unseen samples from the seen samples can decompose the GZSL
problem to a conventional Zero-Shot Learning (ZSL) problem and a supervised
classification problem. However, training the gate is usually challenging due
to the lack of data in the unseen domain. To resolve this problem, in this
paper, we propose a boundary based Out-of-Distribution (OOD) classifier which
classifies …
More from arxiv.org / cs.CV updates on arXiv.org
Jobs in AI, ML, Big Data
Senior ML Researcher - 3D Geometry Processing | 3D Shape Generation | 3D Mesh Data
@ Promaton | Europe
Data Architect
@ Western Digital | San Jose, CA, United States
Senior Data Scientist GenAI (m/w/d)
@ Deutsche Telekom | Bonn, Deutschland
Senior Data Engineer, Telco (Remote)
@ Lightci | Toronto, Ontario
Consultant Data Architect/Engineer H/F - Innovative Tech
@ Devoteam | Lyon, France
(Senior) ML Engineer / Software Engineer Machine Learning & AI (m/f/x) onsite or remote (in Germany or Austria)
@ Scalable GmbH | Wien, Germany