fast-weight-programmers

There are 0 repository under fast-weight-programmers topic.

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 self-referential-weight-matrix transformers pytorch torchbeast fast-weight-programmers fast-weights rnn-based-few-shot-learning self-referential-learning
Language:Python 159
IDSIA / recurrent-fwp
Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
transformers fast-weight-programmers language-modeling reinforcement-learning recurrent-neural-networks fast-weights pytorch torchbeast
Language:Python 46
IDSIA / neuraldiffeq-fwp
Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)
controlled-differential-equations fast-weight-programmers fast-weights neural-differential-equations neural-odes continuous-time-sequence-processing
Language:Python 18
IDSIA / lmtool-fwp
PyTorch Language Modeling Toolkit for Fast Weight Programmers
transformers fast-weights language-model pytorch fast-weight-programmers
Language:Python 16
IDSIA / fpainter
Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)
fast-weight-programmers fast-weights generative-adversarial-network image-generation neural-learning-rules transformers
Language:Python 12
IDSIA / automated-cl
Official repository for the paper "Automating Continual Learning"
continual-learning cuda fast-weight-programmers fast-weights few-shot-learning linear-transformers meta-learning pytorch self-referential-learning self-referential-weight-matrix transformers
Language:Python 10
IDSIA / fwp-formal-lang
Official repository for the paper "Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions" (EMNLP 2023)
fast-weight-programmers fast-weights formal-languages pytorch self-referential-learning linear-transformers self-referential-weight-matrix
Language:Cuda 4
kazuki-irie / dct-fast-weights
PyTorch implementation of DCT fast weight RNNs
fast-weights pytorch dct fast-weight-programmers recurrent-neural-networks language-modeling
Language:Python 4

fast-weight-programmers

IDSIA / modern-srwm

IDSIA / recurrent-fwp

IDSIA / neuraldiffeq-fwp

IDSIA / lmtool-fwp

IDSIA / fpainter

IDSIA / automated-cl

IDSIA / fwp-formal-lang

kazuki-irie / dct-fast-weights