Wang Bomin (DLwbm123)

DLwbm123

Geek Repo

Company:Fudan University

Location:Shanghai, China

Github PK Tool:Github PK Tool

Wang Bomin's repositories

Stargazers:0Issues:0Issues:0

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models and Score-based Models, a darkhorse in the field of Generative Models

License:MITStargazers:0Issues:0Issues:0

Awesome-Information-Bottleneck

This is a curated list for Information Bottleneck Principle, in memory of Professor Naftali Tishby.

License:MITStargazers:0Issues:0Issues:0

Awesome-Visual-Diffusion-Models

A collection of resources and papers on Visual Diffusion Models.

License:MITStargazers:0Issues:0Issues:0

bayesian-torch

A library for Bayesian neural network layers and uncertainty estimation in Deep Learning extending the core of PyTorch

Language:PythonLicense:BSD-3-ClauseStargazers:0Issues:0Issues:0

benchmark_VAE

Unifying Variational Autoencoder (VAE) implementations in Pytorch (NeurIPS 2022)

Language:PythonLicense:Apache-2.0Stargazers:0Issues:0Issues:0

Best-Incremental-Learning

An Incremental Learning, Continual Learning, and Life-Long Learning Repository

Stargazers:0Issues:0Issues:0

CL_Atom_Swapping

ICLR 2022 (Spolight): Continual Learning With Filter Atom Swapping

Language:PythonStargazers:0Issues:1Issues:0

FL-bench

Benchmark of federated learning. Dedicated to the community. 🤗

Language:PythonLicense:GPL-2.0Stargazers:0Issues:0Issues:0

Function-space-Inference-with-Sparse-Implicit-Processes

Development of IP code based on VIPs and AADM

Language:PythonStargazers:0Issues:0Issues:0
Language:PythonStargazers:0Issues:0Issues:0

GWI

Gaussian Wasserstein VI

Language:PythonLicense:MITStargazers:0Issues:0Issues:0

LSSAE

The official implementation of paper "Generalizing to Evolving Domains with Latent Structure-Aware Sequential Autoencoder"

Language:PythonLicense:MITStargazers:0Issues:0Issues:0

NeuralTangentKernel-Papers

Neural Tangent Kernel Papers

Stargazers:0Issues:0Issues:0

NIID-Bench

Federated Learning on Non-IID Data Silos: An Experimental Study (ICDE 2022)

Language:PythonLicense:MITStargazers:0Issues:0Issues:0

NPBCL

Bayesian Structure Adaptation for Continual Learning. A non-parametric Bayesian approach on continual learning that learns the sparse deep substructure for each task by selecting weights to be used by the deep neural network.

Language:PythonStargazers:0Issues:0Issues:0

optML-pku

summer school materials

Stargazers:0Issues:0Issues:0

PFL-Non-IID

Personalized federated learning simulation platform with non-IID and unbalanced dataset

Language:PythonLicense:GPL-2.0Stargazers:0Issues:0Issues:0

prml-1

Repository of notes, code and notebooks in Python for the book Pattern Recognition and Machine Learning by Christopher Bishop

Language:Jupyter NotebookStargazers:0Issues:0Issues:0

psgd_torch

Pytorch implementation of preconditioned stochastic gradient descent

Language:PythonStargazers:0Issues:0Issues:0

RCIL

[CVPR2022] Representation Compensation Networks for Continual Semantic Segmentation

Stargazers:0Issues:1Issues:0

reproducible-continual-learning

Reproducing results from continual learning literature using Avalanche. We include EWC, SI, GEM, AGEM, LwF, iCarl, GDumb and other popular CL strategies.

Language:PythonLicense:MITStargazers:0Issues:0Issues:0

SGP

Official Code Repository for "Continual Learning with Scaled Gradient Projection".

Language:PythonLicense:MITStargazers:0Issues:0Issues:0

SPPA

Pytorch implementation of: "Continual Semantic Segmentation via Structure Preserving and Projected Feature Alignment", ECCV22

Language:PythonLicense:GPL-3.0Stargazers:0Issues:0Issues:0
Language:PythonStargazers:0Issues:1Issues:0

TotalSegmentator

Tool for robust segmentation of 104 important anatomical structures in CT images

Language:PythonLicense:Apache-2.0Stargazers:0Issues:0Issues:0

TRGP

[ICLR 2022] Official Code Repository for "TRGP: TRUST REGION GRADIENT PROJECTION FOR CONTINUAL LEARNING"

Language:PythonLicense:MITStargazers:0Issues:0Issues:0

UCD

The offical Pytorch code for "Uncertainty-aware Contrastive Distillation\\for Incremental Semantic Segmentation"

Language:PythonStargazers:0Issues:1Issues:0

UCL-1

Code for the paper "Representational Continuity for Unsupervised Continual Learning" (ICLR 22)

Language:PythonLicense:NOASSERTIONStargazers:0Issues:1Issues:0

variational_continual_learning

Variational Continual Learning for discriminative models

Language:PythonStargazers:0Issues:0Issues:0