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1dbloodflowpinns

active-particle-filter-networks

Official repository for Active Particle Filter Networks: Efficient Active Localization in Continuous Action Spaces and Large Maps

anml

A Neuromodulated Meta-Learning algorithm

barlow-twins-hsic

brain-inspired-replay

A brain-inspired version of generative replay for continual learning with deep neural networks (e.g., class-incremental learning on CIFAR-100; PyTorch code).

coggle-translations

Help translate Coggle into your native language!

comingdowntoearth

Implementation of 'Coming Down to Earth: Satellite-to-Street View Synthesis for Geo-Localization' [CVPR 2021]

continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, GR, GR+distill, RtF, ER, A-GEM, iCaRL).

dasbe

decolle-quantization

Hessian Aware Quantization of the DECOLLE Spiking Neural Network

disentanglement-pytorch

Disentanglement library for PyTorch

disentanglement_lib

disentanglement_lib is an open-source library for research on learning disentangled representations.

disentangling-vae

Experiments for understanding disentanglement in VAE latent representations

dqn

A simple DQN implementation as exercise

higheranml

hku_diabetes

HKU Diabetes Data Analytics

la-maml

Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"

lava

A Software Framework for Neuromorphic Computing

lava-dl

Deep Learning library for Lava

metalearn-leap

Original PyTorch implementation of the Leap meta-learner (https://arxiv.org/abs/1812.01054) along with code for running the Omniglot experiment presented in the paper.

modular-metalearning

mrcl

Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"

oricnn

Lending Orientation to Neural Networks for Cross-view Geo-localization

pfnet

Particle Filter Network (PF-net)

phycrnet

Physics-informed convolutional-recurrent neural networks for solving spatiotemporal PDEs

pinn-wss

pytorch-cifar

95.47% on CIFAR10 with PyTorch

pytorch-maml

An Implementation of Model-Agnostic Meta-Learning in PyTorch with Torchmeta

sample4geo

sat2strpanoramasynthesis

Geometry-Guided Street-View Panorama Synthesis from Satellite Imagery, TPAMI 2022