jdey4 Goto Github PK

bookclub

Notes and links from the book club meetings

certified-certain-uncertainty

A way to achieve uniform confidence far away from the training data.

contrastive_lifelong_learning

coscl

CoSCL: Cooperation of Small Continual Learners is Stronger than a Big One (ECCV 2022)

den

Lifelong Learning with Dynamically Expandable Networks, ICLR 2018

df-cnn

Code for the IJCAI 2019 paper "Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks" by Seungwon Lee, James Stokes, Eric Eaton

dm_nevis

NEVIS'22: Benchmarking the next generation of never-ending learners

learn_cython

A repository to help learn Cython.

lifelong-learning

A repo to explore lifelong learning

lmc

Codebase for the paper titled "Continual learning with local module selection"

mgc

modelzoo_continual

Model Zoos for Continual Learning (ICLR 22)

neurodata.io

Homepage for NeuroData

openagi

OpenAGI: When LLM Meets Domain Experts

progressive-learning

progressive learning

progressive-learning-pytorch

provable-ood-detection

Guarantees on the behavior of neural networks don't always have to come at the cost of performance.

relu_networks_overconfident

Why ReLU networks yield high-confidence predictions far away from the training data and how to mitigate the problem [CVPR 2019, oral]

scikit-tree

Scikit-learn compatible decision trees beyond those offered in scikit-learn

tag

TAG: Task-based Accumulated Gradients for Lifelong learning

talks

NeuroData Talks

visualcortexcourse

Homework materials for "Probabilistic Models of the Visual Cortex"