5 results found Sort:

tfzhou
ProtoSeg tfzhou
36
333
mit
17
CVPR2022 (Oral) - Rethinking Semantic Segmentation: A Prototype View
fcn softmax prototype clustering transformer segmentation deep-learning nonparametric metric-learning semantic-segmentation nearest-neighbours-classifier
Created 2022-03-12
8 commits to main branch, last one about a year ago
skggm
skggm skggm
44
235
mit
11
Scikit-learn compatible estimation of general graphical models
skggm scikit-learn nonparametric graphical-lasso graphical-models machine-learning precision-matrix rank-correlation covariance-matrix ensemble-learning concentration-graph general-graphical-models gaussian-graphical-models
Created 2016-06-11
703 commits to develop branch, last one about a year ago
aangelopoulos
conformal_classification aangelopoulos
34
217
mit
8
Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true class with high probability (via conformal prediction).
vision pytorch imagenet conformal classifier statistics uncertainty nonparametric classification computer-vision neural-networks prediction-sets machine-learning distribution-free conformal-prediction deep-neural-networks artificial-intelligence nonparametric-statistics uncertainty-quantification
Created 2020-09-04
135 commits to master branch, last one about a year ago
JuliaRobotics
IncrementalInference.jl JuliaRobotics
21
72
mit
5
Clique recycling non-Gaussian (multi-modal) factor graph solver; also see Caesar.jl.
isam slam bayes caesar robotics inference bayes-tree parametric multi-modal sum-product optimization bayes-network factor-graphs nonparametric julia-language multi-hypothesis state-estimation belief-propagation chapman-kolmogorov filtering-algorithm
Created 2016-04-08
4,670 commits to master branch, last one 23 days ago
OVVO-Financial
NNS OVVO-Financial
21
54
unknown
7
Nonlinear Nonparametric Statistics
nonlinear clustering statistics time-series econometrics nonparametric partial-moments machine-learning
Created 2017-03-22
4,054 commits to NNS-Beta-Version branch, last one 2 months ago