Progressive learning: A deep learning framework for continual learning

HM Fayek, L Cavedon, HR Wu - Neural Networks, 2020 - Elsevier
Progressive learning is a deep learning framework for continual learning that comprises three
… that curriculum strategies that start with easier tasks and progresses towards harder tasks …

A review of deep transfer learning and recent advancements

M Iman, HR Arabnia, K Rasheed - Technologies, 2023 - mdpi.com
… ’s deep mind project and advancements such as progressive … For more details about machine
learning and deep learning, … of detail, further layers towards the end extract the information …

A progressive review: Emerging technologies for ADAS driven solutions

J Nidamanuri, C Nibhanupudi, R Assfalg… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
… vision, machine learning, and deep learning for autonomous … the different machine learning
and deep learning techniques … with neural network techniques towards transferring the blind …

A review on deep learning techniques for video prediction

S Oprea, P Martinez-Gonzalez… - … and Machine …, 2020 - ieeexplore.ieee.org
… Motivated by the increasing interest in this task, we provide a review on the deep learning
methods for prediction in video sequences. We first define the video prediction fundamentals, …

[HTML][HTML] Deep learning in computer vision: A critical review of emerging techniques and application scenarios

J Chai, H Zeng, A Li, EWT Ngai - Machine Learning with Applications, 2021 - Elsevier
review of recent achievements in terms of techniques and applications. We identify eight
emerging techniques, … the CV field and makes a progressive summary in the way of the timeline. …

Investigations of object detection in images/videos using various deep learning techniques and embedded platforms—A comprehensive review

CB Murthy, MF Hashmi, ND Bokde, ZW Geem - Applied sciences, 2020 - mdpi.com
… Finally, we intend to give an overview of various deep learning methods deployed on
various embedded platforms in real-time objection and possible research directions. …

Literature review: Efficient deep neural networks techniques for medical image analysis

MA Abdou - Neural Computing and Applications, 2022 - Springer
… Significant evolution in deep learning took place in 2010, … date, the deep neural network
(DNN) started progressive steps … They started from a seed point and moved toward vessel …

Deep learning in next-frame prediction: A benchmark review

Y Zhou, H Dong, A El Saddik - IEEE Access, 2020 - ieeexplore.ieee.org
… with the traditional machine learning. Traditional machine learning methods often require
the … are summarized, which inspires us to have a perspective towards the future research …

Progressive identification of true labels for partial-label learning

J Lv, M Xu, L Feng, G Niu, X Geng… - … on machine learning, 2020 - proceedings.mlr.press
… Thus we focus on a method that does not benefit purely from the network architecture, but …
a method of PLL with flexibility on the model and stochastic optimization. Towards this goal, we …

Deep learning approaches to scene text detection: a comprehensive review

T Khan, R Sarkar, AF Mollah - Artificial Intelligence Review, 2021 - Springer
… comprehensive review of deep learning approaches towards … , relevant deep networks,
models, benchmark strategies and … depth review of the deep learning based methods developed …