Results 71 to 80 of about 1,961,679 (175)

Knowledge Transfer with Jacobian Matching

, 2018
Classical distillation methods transfer representations from a "teacher" neural network to a "student" network by matching their output activations. Recent methods also match the Jacobians, or the gradient of output activations with the input.
Fleuret, Francois, Srinivas, Suraj
core  

The Effect of Collaborative Learning Service Quality on the Innovative Work Behavior of High-Tech Engineers

Administrative Sciences
Corporations are increasingly looking beyond inter-company collaborations to multidimensional collaborative activities between departments and organizational members within the company to strengthen innovative market competitiveness.
Sunghee Lee, Boyoung Kim
doaj   +1 more source

ATA-MAOPT: Multi-Agent Online Policy Transfer Using Attention Mechanism With Time Abstraction

IEEE Access
Multi-agent deep reinforcement learning inherits one of the shortcomings of reinforcement learning, which is that a very large number of experimental episodes need to be performed to train an agent model to learn the optimal policy.
Chao Wang, Xiangbin Zhu
doaj   +1 more source

Feature discrimination learning transfers to noisy displays in complex stimuli

Frontiers in Cognition
IntroductionPerception under noisy conditions requires not only feature identification but also a process whereby target features are selected and noise is filtered out (e.g., when identifying an animal hiding in the savannah).
Orly Azulai, Lilach Shalev, Lilach Shalev, Carmel Mevorach, Carmel Mevorach   +4 more
doaj   +1 more source

Investigation and Empirical Analysis of Transfer Learning for Industrial IoT Networks

IEEE Access
The Industrial Internet of Things Networks (IIoT-N) have revolutionized industrial systems by connecting sensors, devices, and data analytics, creating complex, data-driven environments.
Preeti Yadav, Vinay Rishiwal, Mano Yadav, Aziz Alotaibi, Vinay Maurya, Udit Agarwal, Satyam Sharma   +6 more
doaj   +1 more source

Question Answering through Transfer Learning on Closed-Domain Educational Websites

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi)
Navigating complex educational websites poses challenges for users looking for specific information. This research discusses the problem of efficient information search on closed-domain educational platforms, focusing on the Universitas Indonesia website.
Matiin Laugiwa, Evi Yulianti
doaj   +1 more source

Komparasi MobileNETV2 dengan Kustomisasi Transfer Learning dan Hyperparameter untuk Identifikasi Tumor Otak

Jurnal Teknologi Informasi dan Ilmu Komputer
Tumor otak disebabkan dengan pertumbuhan sel otak yang abnormal pada jaringan otak yang menyebabkan kematian bagi pria dan wanita. Identifikasi tumor otak umumnya dilakukan dengan metode biopsi oleh dokter selama 10 hingga 15 hari.
Muhammad Gabriel Somoal, Akhmad Rizal Dzikrillah   +1 more
doaj   +1 more source

Do more with less: Exploring semi-supervised learning for geological image classification

Applied Computing and Geosciences
Labelled datasets within geoscience can often be small, with data acquisition both costly and challenging, and their interpretation and downstream use in machine learning difficult due to data scarcity.
Hisham I. Mamode, Gary J. Hampson, Cédric M. John   +2 more
doaj   +1 more source

Learning lessons from stock transfer: the challenges in delivering second stage transfer in Glasgow

People, Place and Policy Online, 2009
Kim McKee
doaj   +1 more source

Transfer learning of GW Bethe-Salpeter equation excitation energies. [PDF]

Chem Sci
Baum D, Förster A, Visscher L.
europepmc   +1 more source