self-referential-learning

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IDSIA / modern-srwm

Official repository for the paper "A Modern Self-Referential Weight Matrix That Learns to Modify Itself" (ICML 2022 & NeurIPS 2021 Deep RL Workshop) and "Accelerating Neural Self-Improvement via Bootstrapping" (ICLR 2023 Workshop)

reinforcement-learning transformers pytorch fast-weights torchbeast fast-weight-programmers self-referential-weight-matrix rnn-based-few-shot-learning self-referential-learning

Updated Jun 11, 2025
Python

IDSIA / automated-cl

Star

Official repository for the paper "Automating Continual Learning"

cuda transformers pytorch fast-weights meta-learning continual-learning few-shot-learning fast-weight-programmers self-referential-weight-matrix self-referential-learning linear-transformers

Updated Jun 11, 2025
Python

IDSIA / fwp-formal-lang

Star

Official repository for the paper "Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions" (EMNLP 2023)

pytorch formal-languages fast-weights fast-weight-programmers self-referential-weight-matrix self-referential-learning linear-transformers

Updated Jun 11, 2025
Cuda

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