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Shuai Yuan's Projects

arflow icon arflow

The official PyTorch implementation of the paper "Learning by Analogy: Reliable Supervision from Transformations for Unsupervised Optical Flow Estimation".

gcforest icon gcforest

This is the official implementation for the paper 'Deep forest: Towards an alternative to deep neural networks'

jvhw_entropy_estimators icon jvhw_entropy_estimators

MATLAB and Python 2.7/3 Implementations of the JVHW entropy and mutual information estimators in Jiao, Jiantao, Kartik Venkat, Yanjun Han, and Tsachy Weissman. "Minimax estimation of functionals of discrete distributions." IEEE Transactions on Information Theory 61, no. 5 (2015): 2835-2885.

learning-to-learn icon learning-to-learn

Code for the paper Guarantees for Tuning the Step Size using a Learning-to-Learn Approach (ICML 2021)

nerf_pl icon nerf_pl

NeRF (Neural Radiance Fields) and NeRF in the Wild using pytorch-lightning

openpilot icon openpilot

openpilot is an open source driver assistance system. openpilot performs the functions of Automated Lane Centering and Adaptive Cruise Control for 250+ supported car makes and models.

readme icon readme

README文件语法解读,即Github Flavored Markdown语法介绍

semantic-unsup-flow-release icon semantic-unsup-flow-release

[ICCV 2023] Official PyTorch implementation of our paper SemARFlow: Injecting Semantics into Unsupervised Optical Flow Estimation for Autonomous Driving

unsamflow icon unsamflow

Source code for CVPR 2024 paper UnSAMFlow Unsupervised Optical Flow Guided by Segment Anything Model.

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