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A curated list of Continual Learning papers and BibTeX entries
An open-sourced personal resume site template with a blog, built with Astro and Tailwind.
Understanding Deep Learning - Simon J.D. Prince
The official implementation of CVPR 24' Paper "Learning Transferable Negative Prompts for Out-of-Distribution Detection"
RoboCasa: Large-Scale Simulation of Everyday Tasks for Generalist Robots
Image registration based on the Fourier-Mellin transform
This repository contains demos I made with the Transformers library by HuggingFace.
An Incremental Learning, Continual Learning, and Life-Long Learning Repository
Hyprland is an independent, highly customizable, dynamic tiling Wayland compositor that doesn't sacrifice on its looks.
PyTorch Implementation of Learning to Prompt (L2P) for Continual Learning @ CVPR22
[ CVPR 2023 Award Candidate ] OmniObject3D: Large-Vocabulary 3D Object Dataset for Realistic Perception, Reconstruction and Generation
CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
A clean and simple data loading library for Continual Learning
Dynamic Token Expansion with Continual Transformers, accepted at CVPR 2022
[ICRA2023] Implementation of Visual Language Maps for Robot Navigation
Community for applying LLMs to robotics and a robot simulator with ChatGPT integration
Notebooks about Bayesian methods for machine learning
PyTorch implementation of various methods for continual learning (XdG, EWC, SI, LwF, FROMP, DGR, BI-R, ER, A-GEM, iCaRL, Generative Classifier) in three different scenarios.
The Continual Learning in Multimodality Benchmark
Notebook-based book "Introduction to Robotics and Perception" by Frank Dellaert and Seth Hutchinson
Implementation of CLAD: A Continual Learning benchmark for Autonomous Driving. A continual classification and detectin track. Provides pure PyTorch, Avalanche and Detectron2 implementations.
An Extendible (General) Continual Learning Framework based on Pytorch - official codebase of Dark Experience for General Continual Learning
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
Code to accompany our pape 5554 r "Continual Learning Through Synaptic Intelligence" ICML 2017
Relevant papers in Continual Learning
A library for differentiable nonlinear optimization
Awesome Incremental Learning
Continual Hyperparameter Selection Framework. Compares 11 state-of-the-art Lifelong Learning methods and 4 baselines. Official Codebase of "A continual learning survey: Defying forgetting in classi…