Pinned Repositories
AdaRL-code
Implementation codes and datasets used in ICLR'22 Spotlight paper AdaRL: What, Where, and How to Adapt in Transfer Reinforcement Learning.
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-Coreset-Learning
A curated list of research papers or high-quality tutorials in coreset learning.
Factored_Nonstationary_RL
IROS2019-lifelong-robotic-vision-object-recognition
This is a PyTorch implementation of baseline model of IROS2019 lifelong object recognition challenge.
metaContinualRL
Course project for SDSC8006 Reinforcement Learning. Topic: Lifelong Reinforcement Learning in Non-stationary Environments.
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.
Continual_Learning_CV
Continual Learning Toolbox for Computer Vision Tasks
ffeng1996's Repositories
ffeng1996/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.
ffeng1996/IROS2019-lifelong-robotic-vision-object-recognition
This is a PyTorch implementation of baseline model of IROS2019 lifelong object recognition challenge.
ffeng1996/Awesome-Coreset-Learning
A curated list of research papers or high-quality tutorials in coreset learning.
ffeng1996/Factored_Nonstationary_RL
ffeng1996/metaContinualRL
Course project for SDSC8006 Reinforcement Learning. Topic: Lifelong Reinforcement Learning in Non-stationary Environments.
ffeng1996/PLDNN
ffeng1996/awesome-automl-papers
A curated list of automated machine learning papers, articles, tutorials, slides and projects
ffeng1996/awesome-causal-vision
A curated list of research papers in exploring causality in vision. Link to the code if available is also present.
ffeng1996/Awesome-Incremental-Learning
Awesome Incremental Learning
ffeng1996/awesome-lifelong-continual-learning
A list of papers, blogs, datasets and software in the field of lifelong/continual machine learning
ffeng1996/aws-cv-task2vec
Official code for the paper "Task2Vec: Task Embedding for Meta-Learning" (https://arxiv.org/abs/1902.03545, ICCV 2019)
ffeng1996/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
ffeng1996/Continual-Learning-Benchmark
Evaluate three types of task shifting with popular continual learning algorithms.
ffeng1996/Continual_Learning_CV
Continual Learning Toolbox for Computer Vision Tasks
ffeng1996/continual_learning_papers
Relevant papers in Continual Learning
ffeng1996/core50
Core50: a new Dataset and Benchmark for Continuous Object Recognition
ffeng1996/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
ffeng1996/Ensemble-Bayesian-Optimization
Code repository for Ensemble Bayesian Optimization
ffeng1996/gym-atari-world
ffeng1996/lifelong-robotic-vision.github.io
Lifelong Robotic Vision Website
ffeng1996/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.
ffeng1996/mrcl
Code for the NeurIPS19 paper "Meta-Learning Representations for Continual Learning"
ffeng1996/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)
ffeng1996/OpenLORIS-Object
Here is the source codes of our "OpenLORIS-Object: A Dataset and Benchmark towards Lifelong Object Recognition"
ffeng1996/PLDNN_PNAS
ffeng1996/power-law
ffeng1996/releasing-research-code
Tips for releasing research code in Machine Learning (with official NeurIPS 2020 recommendations)
ffeng1996/RLexample
Some basic examples of playing with RL
ffeng1996/torchstat
Model analyzer in PyTorch
ffeng1996/v239
"I Can't Believe It's Not Better" NeurIPS Workshop 2023