iolfcv.github.io - Incremental Object Learning from Contiguous Views

Example domain paragraphs

Incremental Object Learning from Contiguous Views Stefan Stojanov 1 , Samarth Mishra * 1 , Ngoc Anh Thai * 1 , Nikhil Dhanda 1 , Ahmad Humayun 1 , Chen Yu 2 , Linda B. Smith 2 , James M. Rehg 1 1 Georgia Institute of Technology 2 Indiana University * Equal contribution

Data CVPR 2019 Paper Code

In this work, we present CRIB (Continual Recognition Inspired by Babies), a synthetic incremental object learning environment that can produce data that models visual imagery produced by object exploration in early infancy. CRIB is coupled with a new 3D object dataset, Toys-200, that contains 200 unique toy-like object instances, and is also compatible with existing 3D datasets. Through extensive empirical evaluation of state-of-the-art incremental learning algorithms, we find the novel empirical result tha

Links to iolfcv.github.io (3)

sstojanov.github.io Stefan Stojanov
samarth4149.github.io samarth4149.github.io
ahumayun.com Ahmad Humayun @ Vicarious