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Natalie Klein's Projects

cvt icon cvt

This is an official implementation of CvT: Introducing Convolutions to Vision Transformers.

fullsspruce-public icon fullsspruce-public

Publicly-accessible repo for Full Spin System Prediction with UnCertainty (FullSSPrUCe)

ieee_tgrs_spectralformer icon ieee_tgrs_spectralformer

Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021

mapie icon mapie

A scikit-learn-compatible module for estimating prediction intervals.

neural-ode icon neural-ode

Experiments with Neural Ordinary Differential Equations on image and text classification tasks

sepia icon sepia

Simulation-Enabled Prediction, Inference, and Analysis: physics-informed statistical learning.

splitml icon splitml

SplitML (Signal Processing Library for Interference rejecTion by Machine Learning) is a code repository for a set of tools for interference rejection in complex time-domain signals.

torchdiffeq icon torchdiffeq

Differentiable ODE solvers with full GPU support and O(1)-memory backpropagation.

torchdyn icon torchdyn

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

vit-pytorch icon vit-pytorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

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