Wang Bomin's repositories
awesome-ebm
Collecting research materials on EBM/EBL (Energy Based Models, Energy Based Learning)
Awesome-Federated-Machine-Learning
A curated list of awesome federated machine learning resources, including research papers, codes, tutorials, blogs and beyond
Awesome-Incremental-Learning
Awesome Incremental Learning
awesome-self-supervised-learning-for-graphs
A curated list for awesome self-supervised learning for graphs.
continual-learning-papers
Continual Learning papers list, curated by ContinualAI
CTrLBenchmark
Benchmark for Lifelong learning research
generalized-variational-continual-learning
code for generalized variational continual learning
geodesic_continual_learning
This is a public repository for:
hypercl
Continual Learning with Hypernetworks. A continual learning approach that has the flexibility to learn a dedicated set of parameters, fine-tuned for every task, that doesn't require an increase in the number of trainable weights and is robust against catastrophic forgetting.
incremental_learning.pytorch
A collection of incremental learning paper implementations including PODNet (ECCV20) and Ghost (CVPR-W21).
online-continual-learning
A collection of online continual learning paper implementations for computer vision in PyTorch, including ASER(AAAI-21), SCR(CVPR21-W) and a survey under review.
orthogonal_learning
continual learning algorithms from CVPR 2021 and ICLR 2021
Proceedings_IEEE_companion_notebooks
Code for our IEEE special issue on tensor methods for DL and CV
TruncatedSVDupdates
Projection techniques to update the truncated SVD of evolving matrices with applications
WBTransport
This repo contains the implementation of the Wasserstein Barycenter Transport proposed in "Wasserstein Barycenter Transport for Acoustic Adaptation" at ICASSP/2021 (to appear)