ffeng's repositories
OpenLORIS-Object-Code
Here is the source codes of our "OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition" https://arxiv.org/abs/1911.06487. Please note that this repository has moved to our official account "https://github.com/lifelong-robotic-vision/OpenLORIS-Object". Feel free to open issues and discuss.
IROS2019-lifelong-robotic-vision-object-recognition
This is a PyTorch implementation of baseline model of IROS2019 lifelong object recognition challenge.
Awesome-Coreset-Learning
A curated list of research papers or high-quality tutorials in coreset learning.
metaContinualRL
Course project for SDSC8006 Reinforcement Learning. Topic: Lifelong Reinforcement Learning in Non-stationary Environments.
awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
awesome-causal-vision
A curated list of research papers in exploring causality in vision. Link to the code if available is also present.
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-lifelong-continual-learning
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
aws-cv-task2vec
Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
Continual_Learning_CV
Continual Learning Toolbox for Computer Vision Tasks
continual_learning_papers
Relevant papers in Continual Learning
Deep-Compression-PyTorch
PyTorch implementation of 'Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding' by Song Han, Huizi Mao, William J. Dally
Ensemble-Bayesian-Optimization
Code repository for Ensemble Bayesian Optimization
lifelong-robotic-vision.github.io
Lifelong Robotic Vision Website
Lottery-Ticket-Hypothesis-in-Pytorch
This repository contains a Pytorch implementation of the paper "The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks" by Jonathan Frankle and Michael Carbin that can be easily adapted to any model/dataset.
nCovMemory
2020新冠肺炎记忆：传媒报道与非虚构写作（持续更新）Memory of 2020 nCov: Media reports and Non-fiction Writings (Continuously updating)
OpenLORIS-Object
Here is the source codes of our "OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition"
releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
v239
"I Can't Believe It's Not Better" NeurIPS Workshop 2023