Masked unsupervised self-training for label-free image classification

J Li, S Savarese, SCH Hoi - arXiv preprint arXiv:2206.02967, 2022 - arxiv.org
State-of-the-art computer vision models are mostly trained with supervised learning using
human-labeled images, which limits their scalability due to the expensive annotation cost …

Multi-layer features template update object tracking algorithm based on SiamFC++

X Lu, X Wang, Z Wang, X Hei - EURASIP Journal on Image and Video …, 2024 - Springer
SiamFC++ only extracts the object feature of the first frame as a tracking template, and only
uses the highest level feature maps in both the classification branch and the regression …

Task Relationship Modeling in Lifelong Multitask Learning

M Mishra - 2015 - kuscholarworks.ku.edu
Multitask Learning is a learning framework which explores the concept of sharing training
information among multiple related tasks to improve the generalization error of each task …

Rastreamento de vídeo com aprendizagem em tempo real

TL Prata - 2014 - repositorio.ufpe.br
Em visão computacional, a área de rastreamento de objetos tem crescido enormemente. O
aumento do poder computacional na última década tem permitido que aplicações em tempo …