ffeng1996 Goto Github PK

add-gp-bandits

Additive Gaussian Process Bandits - version 1.0

avalanche

A Comprehensive Framework for Continual Learning Research

awesome-automl-papers

A curated list of automated machine learning papers, articles, tutorials, slides and projects

awesome-bayesian-deep-learning

A curated list of resources dedicated to bayesian deep learning

awesome-causal-vision

A curated list of research papers in exploring causality in vision. Link to the code if available is also present.

awesome-coreset-learning

A curated list of research papers or high-quality tutorials in coreset learning.

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

core50

Core50: a new Dataset and Benchmark for Continuous Object Recognition

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

factored_nonstationary_rl

ffengeng.github.io

BY Blog ->

gym-atari-world

iros2019-lifelong-robotic-vision-object-recognition

This is a PyTorch implementation of baseline model of IROS2019 lifelong object recognition challenge.

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.

metacontinualrl

Course project for SDSC8006 Reinforcement Learning. Topic: Lifelong Reinforcement Learning in Non-stationary Environments.

mrcl

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

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"

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.

pldnn

pldnn_pnas

power-law