Learning as a Generative Activity: Frontmatter During the past twenty-five years, researchers have made impressive advances in pinpointing effective learning strategies (i.e., activities the learner engages in during learning that are intended to improve learning). In Learning as a G... L Fiorella...
Effects of writing summaries as a generative learning activity during note taking - Davis, Hult - 1997Davis, M., & Hult, R. E. (1997). Effects of writing summaries as a generative learning activity during note taking. Teaching of Psychology, 24(1), 47-49....
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A taxonomy of generative activity design supported by next-generation classroom networks. Previous work has examined how new theoretical, methodological, and design frameworks for engaging classroom learning are provoked and supported by the highly interactive and group-centered capabilities of a new genera...
While the existing surveys on forgetting have primarily focused on continual learning, forgetting is a prevalent phenomenon observed in various other research domains within deep learning. Forgetting manifests in research fields such as generative models due to generator shifts, and federated learning due...
Incrementally learning new information from a non-stationary stream of data, referred to as ‘continual learning’, is a key feature of natural intelligence, but a challenging problem for deep neural networks. In recent years, numerous deep learning meth
Creativity:Children can create stories or adventures using their Tonies as inspiration. Give students a Tonie and ask them to write or tell a story about it. It is a great way to build many essential skills and for them to have fun, too!
An adaptive weight ensemble approach to forecast influenza activity in an irregular seasonality context Forecasting influenza activity in tropical/subtropical regions such as Hong Kong is complicated by irregular seasonality and variability in epidemic onset time. Here, the authors show that forecasting accu...
Learning Disentangled Representations with Semi-Supervised Deep Generative Models. [pdf] [code] N. Siddharth, Brooks Paige, Jan-Willem van de Meent, Alban Desmaison, Noah D. Goodman, Pushmeet Kohli, Frank Wood, Philip H.S. Torr. NeurIPS 2017 Good Semi-supervised Learning that Requires a Bad...
Deep generative modeling for protein design Strokach, Alexey, and Philip M. Kim Current Opinion in Structural Biology • 2022 Dawn of a new era for membrane protein design Sowlati-Hashjin, Shahin, Aanshi Gandhi, and Michael Garton BioDesign Research (2022) Deep learning approaches for conforma...