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Wang Bomin's Projects

falsr icon falsr

Fast, Accurate and Lightweight Super-Resolution models

fastai icon fastai

The fast.ai deep learning library, lessons, and tutorials

fastfcn icon fastfcn

FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation.

fastmri icon fastmri

A large-scale dataset of both raw MRI measurements and clinical MRI images

fedbn icon fedbn

[ICLR'21] FedBN: Federated Learning on Non-IID Features via Local Batch Normalization

fedgraphnn icon fedgraphnn

A Research-oriented Federated Learning Library and Benchmark Platform for Graph Neural Networks. Accepted to ICLR'2021 - DPML and MLSys'21 - GNNSys workshops. The ArXiv version will be available soon.

fedma icon fedma

Code for Federated Learning with Matched Averaging, ICLR 2020.

fedweit icon fedweit

This is an official Tensorflow-2 implementation of Federated Continual Learning with Inter-Client Weighted Transfer

few-shot icon few-shot

Repository for few-shot learning machine learning projects

fish icon fish

Official implementation of paper Gradient Matching for Domain Generalization

fishnet icon fishnet

Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018

fixbi icon fixbi

FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation

flavr icon flavr

Code for FLAVR: A fast and efficient frame interpolation technique.

fmriprep icon fmriprep

fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.

focal-liver-lesions-dataset-in-ceus icon focal-liver-lesions-dataset-in-ceus

We publish our SYSU-CEUS dataset, which consists of three types of FLLs: 186 HCC instances, 109 HEM instances and 58 FNH instances (i.e.,186 malignant instances and 167 benign instances). In this repository, we only upload a small set of data to illustrate. Please contact [email protected], if you need the full dataset for academic purposes.

frcl icon frcl

Functional Regularisation for Continual Learning with Gaussian Processes

fvi_cv icon fvi_cv

Code for Scalable Uncertainty for Computer Vision with Functional Variational Inference @ CVPR 2020

g-meta icon g-meta

Graph meta learning via local subgraphs (NeurIPS 2020)

gacnet icon gacnet

Pytorch implementation of 'Graph Attention Convolution for Point Cloud Segmentation'

ganhacks icon ganhacks

starter from "How to Train a GAN?" at NIPS2016

ganslate icon ganslate

Simple and extensible GAN image-to-image translation framework. Supports natural and medical images.

gcl icon gcl

List of Publications in Graph Contrastive Learning

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