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albumi

Data science project for course Programming 1. School year 2016/2017.

anytime-poe

anytimeclassification

Code for "Towards Anytime Classification" paper (NeurIPS 2023)

appr

Project for course Data science using R. School year 2016/2017.

asset-managment

Asset Managment course, spring semester 2019

bayesdiff

bert

TensorFlow code and pre-trained models for BERT

bnn-predictions

Improving predictions of Bayesian neural nets via local linearization, AISTATS 2021

calibrated-dnn

Repository containing code for the paper: Fixing Overconfidence in Dynamic Neural Networks

cats

Confident Adaptive Transformers

cnntest

Implementation of convolutional neural net for medical image segmentation. "PKP" project 2017.

deq

[NeurIPS'19] Deep Equilibrium Models

dynamic-vision-transformer

Accelerating T2t-ViT by 1.6-3.6x.

e-kartoteka

Repozitorij za projekt pri predmetu osnove podatkovnih baz

edirisa

Shiny app

eenn-avcs

Code for "Anytime-Valid Confidence Sequences for Consistent Uncertainty Estimation in Early-Exit Neural Networks" paper.

fast_robust_early_exit

Fast and Robust Early-Exiting Framework for Autoregressive Language Models with Synchronized Parallel Decoding (EMNLP 2023 Long)

fgp-vae

Tensorflow implementation for the FGP-VAE model (AABI 2021)

finbert

Financial Sentiment Analysis with BERT

hex

Board game hex.

imta

itap

Machine Learning course, school year 2017/2018

kripto

Visualization of global cryptocurrency market

laplace

Laplace approximations for Deep Learning.

market_simulator

Market simulator

mp-human-motion-prediction

Tensorflow code for Machine Perception course (ETH, spring semester 2019)

msdnet-pytorch

MSDNet

nlu

NLU course projects, spring semester 2019

numericne-metode

Matlab scripts, Numerical methods 1&2. School year 2016/2017.

pabee

Code for the paper "BERT Loses Patience: Fast and Robust Inference with Early Exit".