Kazuki Irie's repositories
dct-fast-weights
PyTorch implementation of DCT fast weight RNNs
fork--wilds-public
Official Repository for the paper "Improving Baselines in the Wild".
automated-cl
Official repository for the paper "Automating Continual Learning"
fpainter
Official repository for the paper "Images as Weight Matrices: Sequential Image Generation Through Synaptic Learning Rules" (ICLR 2023)
fwp-formal-lang
Official repository for the paper "Practical Computational Power of Linear Transformers and Their Recurrent and Self-Referential Extensions" (EMNLP 2023)
kohonen-vae
Official repository for the paper "Topological Neural Discrete Representation Learning à la Kohonen"
lmtool-fwp
PyTorch Language Modeling Toolkit for Fast Weight Programmers
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)
neuraldiffeq-fwp
Official repository for the paper "Neural Differential Equations for Learning to Program Neural Nets Through Continuous Learning Rules" (NeurIPS 2022)
recurrent-fwp
Official repository for the paper "Going Beyond Linear Transformers with Recurrent Fast Weight Programmers" (NeurIPS 2021)
returnn-experiments
experiments with RETURNN
rtrl-elstm
Official repository for the paper "Exploring the Promise and Limits of Real-Time Recurrent Learning"