TIGP (SNHCC) -- Visual‐Semantic Embedding for Multi‐label Image Classification: From Fully Supervised to Zero Shot Settings
- LecturerProf. Mei‐Chen Yeh (Department of Computer Science and Information Engineering)
Host: TIGP (SNHCC) - Time2022-04-25 (Mon.) 14:00 ~ 16:00
- LocationVirtual only
Live Stream
Join the talk via 【webex】 or open Webex and enter Meeting number: 2517 220 6716 Password: 2022seminar
Abstract
Multi-label image classification is a crucial problem in computer vision, where the goal is to assign multiple labels to one image based on its content. Compared with single-label image classification, multi-label image classification is more general, but it is also more challenging because of the rich semantic information and complex dependency of an image and its labels. In this talk, I will introduce our TPAMI work addressing this problem, and share a ongoing work on extending this method for conventional and generalized zero-shot learning.