Search Results for author: Ippei Fujisawa

Found 2 papers, 1 papers with code

Remembering Transformer for Continual Learning

no code implementations11 Apr 2024 Yuwei Sun, Ippei Fujisawa, Arthur Juliani, Jun Sakuma, Ryota Kanai

Neural networks encounter the challenge of Catastrophic Forgetting (CF) in continual learning, where new task learning interferes with previously learned knowledge.

Continual Learning Knowledge Distillation +1

Logical Tasks for Measuring Extrapolation and Rule Comprehension

1 code implementation14 Nov 2022 Ippei Fujisawa, Ryota Kanai

Furthermore, we discuss the relevance of logical tasks to concepts such as extrapolation, explainability, and inductive bias.

Inductive Bias Logical Reasoning

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