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GitHub topics: fast-weights

IDSIA/automated-cl

Official repository for the paper "Automating Continual Learning"

Language: Python - Size: 1.05 MB - Last synced at: about 2 months ago - Pushed at: about 1 year ago - Stars: 14 - Forks: 3

IDSIA/neuraldiffeq-fwp

Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)

Language: Python - Size: 140 KB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 22 - Forks: 4

IDSIA/lmtool-fwp

PyTorch Language Modeling Toolkit for Fast Weight Programmers

Language: Python - Size: 184 KB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 17 - Forks: 4

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)

Language: Python - Size: 18.3 MB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 170 - Forks: 17

IDSIA/recurrent-fwp

Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)

Language: Python - Size: 5.61 MB - Last synced at: about 2 months ago - Pushed at: over 2 years ago - Stars: 48 - Forks: 5

IDSIA/fwp-formal-lang

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

Language: Cuda - Size: 44.9 KB - Last synced at: about 2 months ago - Pushed at: over 1 year ago - Stars: 5 - Forks: 1

kazuki-irie/dct-fast-weights

PyTorch implementation of DCT fast weight RNNs

Language: Python - Size: 11.7 KB - Last synced at: about 1 year ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

jiamings/fast-weights

Implementation of the paper [Using Fast Weights to Attend to the Recent Past](https://arxiv.org/abs/1610.06258)

Language: Python - Size: 227 KB - Last synced at: 2 months ago - Pushed at: over 8 years ago - Stars: 172 - Forks: 22

IDSIA/fpainter

Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)

Language: Python - Size: 320 KB - Last synced at: about 2 months ago - Pushed at: about 2 years ago - Stars: 12 - Forks: 3

Victorwz/fast-weights-pytorch

PyTorch Implementation of the paper [Using Fast Weights to Attend to the Recent Past]

Language: Python - Size: 110 KB - Last synced at: about 2 years ago - Pushed at: about 5 years ago - Stars: 2 - Forks: 0