Wang Bomin's repositories
Academic-project-page-template
A project page template for academic papers. Demo at https://eliahuhorwitz.github.io/Academic-project-page-template/
benchmark_VAE
Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)
Beyond_Deep_Ensembles
Code for the paper "Beyond Deep Ensembles: A Large-Scale Evaluation of Bayesian Deep Learning under Distribution Shift"
cem
Repository for our NeurIPS 2022 paper "Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off" and our NeurIPS 2023 paper "Learning to Receive Help: Intervention-Aware Concept Embedding Models"
CL-refresh-learning
A Unified and General Framework for Continual Learning, ICLR 2024
Continual-Reg
Toward Universal Medical Image Registration via Sharpness-Aware Meta-Continual Learning (MICCAI 2024)
DEviS
Towards Reliable Medical Image Segmentation by utilizing Evidential Calibrated Uncertainty
dro
A package of distributionally robust optimization (DRO) methods. Implemented via cvxpy and PyTorch
FedGMM_ICML2023
Personalized Federated Learning under Mixture of Distributions
FL-bench
Benchmark of federated learning. Dedicated to the community. 🤗
HO-GSVD
Experimental Matlab implementation of the Higher-Order Generalized Singular Value (HO-GSVD) Decomposition
ICLR2024-REDL
[ICLR 2024] R-EDL: Relaxing Nonessential Settings of Evidential Deep Learning
LKU-Net
The official implementation of U-Net vs Transformer: Is U-Net Outdated in Medical Image Registration?
MD-BSFC
Official code for "Accelerating Convergence in Bayesian Few-Shot Classification"
optML-pku
summer school materials
petal
Probabilistic lifElong Test-time Adaptation with seLf-training prior (PETAL)
PFL-Non-IID
Personalized federated learning simulation platform with non-IID and unbalanced dataset
SGP
Official Code Repository for "Continual Learning with Scaled Gradient Projection".
SSL-FL
Self-supervised federated learning for medical imaging
unified-continual-learning
[NeurIPS 2023] A Unified Approach to Domain Incremental Learning with Memory: Theory and Algorithm
variational_continual_learning
Variational Continual Learning for discriminative models