Results 111 to 120 of about 33,100 (246)

Overcoming Catastrophic Forgetting by Soft Parameter Pruning

CoRR, 2018
Catastrophic forgetting is a challenge issue in continual learning when a deep neural network forgets the knowledge acquired from the former task after learning on subsequent tasks. However, existing methods try to find the joint distribution of parameters shared with all tasks.
Jian Peng 0009, Hao Jiang 0020, Zhuo Li, Enqiang Guo, Xiaohong Wan, Min Deng, Qing Zhu 0012, Haifeng Li 0007   +7 more
openaire   +2 more sources

WASTELAND ACTIVISM: Political Weeds and Ecological Imaginaries in Montreal

International Journal of Urban and Regional Research, EarlyView.
Abstract Drawing on ethnographic fieldwork in Montreal, this article examines the ways in which urban dwellers and activists engage with the living materialities of wastelands to illuminate evolving ecological imaginaries and their political potentials.
Daniela Giudici
wiley   +1 more source

Map-based experience replay: a memory-efficient solution to catastrophic forgetting in reinforcement learning. [PDF]

Front Neurorobot, 2023
Hafez MB, Immisch T, Weber T, Wermter S.
europepmc   +1 more source

On the Dangers of Large‐Language Model Mediated Learning for Human Capital

Human Resource Management Journal, EarlyView.
ABSTRACT Against the dominant view in HRM concerning the value‐creating use of large language models (LLMs) in relation to Human Capital, our provocation asks whether LLMs will enhance or compromise Human Capital at work in the long‐run. We feel compelled to ask this question because Human Capital represents employees' accumulated learning experiences,
Dirk Lindebaum, Eimear Nolan, Juani Swart   +2 more
wiley   +1 more source

CIELO: Class-Incremental Continual Learning for Overcoming Catastrophic Forgetting With Smartphone-Based Indoor Localization

IEEE Access
With dynamically evolving indoor environments, class-incremental learning (CIL) plays a crucial role in enabling indoor localization systems to adapt to new indoor areas.
Akhil Singampalli, Danish Gufran, Sudeep Pasricha   +2 more
doaj   +1 more source

A brain-inspired algorithm that mitigates catastrophic forgetting of artificial and spiking neural networks with low computational cost. [PDF]

Sci Adv, 2023
Zhang T, Cheng X, Jia S, Li CT, Poo MM, Xu B.   +5 more
europepmc   +1 more source

Bridging the Late Antique Gap in Northwest Arabia: New Archaeological Evidence on the Occupation of Wādī al‐Qurā (al‐ʿUlā [AlUla], Saudi Arabia) Between the Third and Seventh Centuries CE

Arabian Archaeology and Epigraphy, EarlyView.
ABSTRACT In 2019, the Dadan Archaeological Project (CNRS/RCU/AFALULA) identified a Late Antique village 1 km south of ancient Dadan in the al‐ʿUlā valley (northwest Saudi Arabia). Three excavation seasons at this site (2021–2023) have uncovered a massive building constructed in the late third or early fourth cent.
Jérôme Rohmer, Abdulrahman Alsuhaibani, Charlène Bouchaud, Elora Chambraud, Vladimir Dabrowski, Hatem Djerbi, Fabien Lesguer, Hervé Monchot, Paul Picavet, Louise Purdue, Bertrand Riba, Shadi Shabo   +11 more
wiley   +1 more source

Sleep-like unsupervised replay reduces catastrophic forgetting in artificial neural networks. [PDF]

Nat Commun, 2022
Tadros T, Krishnan GP, Ramyaa R, Bazhenov M.   +3 more
europepmc   +1 more source

What is (de)politicization and what is wrong with it?

American Journal of Political Science, EarlyView.
Abstract This article attempts to clarify the meaning of (de)politicization. Politicization sometimes refers to the inappropriate intrusion of partisan loyalties in nonpolitical social domains (affective politicization). Politicization can also constitute an ideal of civic agency and energy (contestatory politicization).
Dimitrios Halikias
wiley   +1 more source

Story2Board: A Training‐Free Approach for Expressive Visual Storytelling

Computer Graphics Forum, EarlyView.
Abstract We present Story2Board, a training‐free framework for expressive storyboard generation from natural language. Existing methods narrowly focus on subject identity, overlooking key aspects of visual storytelling such as spatial composition, background evolution, and narrative pacing.
D. Dinkevich, M. Levy, O. Avrahami, D. Samuel, D. Lischinski   +4 more
wiley   +1 more source