joffery

joffery's Stars

• satellite-image-deep-learning/techniques

  Techniques for deep learning with satellite & aerial imagery

  8.7k278231.5k

• shengyp/doing_the_PhD

  2k431262

• geomstats/geomstats

  Computations and statistics on manifolds with geometric structures.

  Language:Jupyter Notebook1.3k38524250

• KaiyangZhou/Dassl.pytorch

  A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.

  Language:Python1.2k1757171

• yfzhang114/Generalization-Causality

  关于domain generalization，domain adaptation，causality，robutness，prompt，optimization，generative model各式各样研究的阅读笔记

  1.2k481101

• yzy1996/English-Writing

  Enhance Your English Writing for Science Research 写论文英语素材

  1.1k142104

• giotto-ai/giotto-tda

  A high-performance topological machine learning toolbox in Python

  Language:Python85813269175

• pnkraemer/tueplots

  Figure sizes, font sizes, fonts, and more configurations at minimal overhead. Fix your journal papers, conference proceedings, and other scientific publications.

  Language:Python67545425

• p-lambda/wilds

  A machine learning benchmark of in-the-wild distribution shifts, with data loaders, evaluators, and default models.

  Language:Python5512054128

• vizzuhq/ipyvizzu-story

  Build, present and share animated data stories in Jupyter Notebook and similar environments.

  Language:Jupyter Notebook32682230

• facebookresearch/amortized-optimization-tutorial

  Tutorial on amortized optimization for learning to optimize over continuous domains

  Language:TeX2369012

• cloudtostreet/Sen1Floods11

  Language:Jupyter Notebook15871545

• kaixin96/rl-generalization-paper

  A list of papers regarding generalization in (deep) reinforcement learning

  14611119

• soochan-lee/CN-DPM

  Official code for ICLR 2020 paper "A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning."

  Language:Python986617

• matsuolab/T3A

  This codebase is the official implementation of Test-Time Classifier Adjustment Module for Model-Agnostic Domain Generalization (NeurIPS2021, Spotlight)

  Language:Python9314510

• huangleiBuaa/NormalizationSurvey

  This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application

  846012

• andregraubner/ClimateNet

  Climate Analytics using Deep Neural Networks in Python.

  Language:Python5941325

• eracah/hur-detect

  Deep Semi-Supervised Object Detection for Extreme Weather Events

  Language:Jupyter Notebook576522

• KrishnaswamyLab/graphtools

  Tools for building and manipulating graphs in Python

  Language:Python4152215

• KrishnaswamyLab/DiffusionEMD

  Code corresponding to the paper Diffusion Earth Mover's Distance and Distribution Embeddings

  Language:Jupyter Notebook35766

• Faruk-Ahmed/predictive_group_invariance

  Language:Python34143

• JayThibs/map-floodwater-satellite-imagery

  This repository focuses on training semantic segmentation models to predict the presence of floodwater for disaster prevention. Models were trained using SageMaker and Colab.

  Language:Jupyter Notebook32558

• pmichel31415/P-DRO

  Code for the papers "Modeling the Second Player in Distributionally Robust Optimization" and "Distributionally Robust Models with Parametric Likelihood Ratios"

  Language:Python27208

• RuntianZ/doro

  Distributional and Outlier Robust Optimization (ICML 2021)

  Language:Python27205

• joffery/UMGUD

  The Pytorch implementation for "Uncertainty-guided Model Generalization to Unseen Domains" (CVPR 2021)

  Language:Python20244

• Newbeeer/TRM

  Learning Representations that Support Robust Transfer of Predictors

  Language:Python20312

• yaodongyu/ProjNorm

  Predicting Out-of-Distribution Error with the Projection Norm

  Language:Python17231

• mstaib/mmd-dro-code

  Accompanying code for our NeurIPS 2019 paper

  Language:Jupyter Notebook12303

• epfml/topology-in-decentralized-learning

  Code related to ’Beyond spectral gap: The role of the topology in decentralized learning‘.

  Language:Python11403

• vihari/CGD

  Implementation of Common Gradient Descent Algorithm

  Language:Python5212