selflein

GraphNN-Multi-Object-Tracking

Unofficial PyTorch implementation of "Learning a Neural Solver for Multiple Object Tracking"

MG-GAN

Code for our paper "MG-GAN: A Multi-Generator Model Preventing Out-of-Distribution Samples in Pedestrian Trajectory Prediction" published at ICCV 2021.

EBM-OOD-Detection

Code for our paper "On Out-of-distribution detection with Energy-based Models" accepted to the ICML 2021 Workshop on Uncertainty & Robustness in Deep Learning.

DeepFill-v2

Unofficial PyTorch Implementation of "Free-Form Image Inpainting with Gated Convolution" published at ICCV 2019.

MA-EBM

Implementation for experiments in Master Thesis.

dotfiles

nn_uncertainty_eval

Uncertainty Evaluation for Neural Networks.

Self-Supervised-Dense-Descriptor-Learning

Implementation of U-Net for self-supervised dense descriptor learning.

selflein.github.io

:sparkles: Build a beautiful and simple website in literally minutes. Demo at https://beautifuljekyll.com

PriorNetworks

Fork reproducing results on the synthetic dataset presented in the paper "Predictive Uncertainty Estimation via Prior Networks".

blog

calib_challenge_comma

Solution for the calibration challenge hosted by comma.ai

dotfiles-wayland

EarthquakePrediction-Kaggle

EBM-OOD-Detection-Poster

EfficientNet-PyTorch

A PyTorch implementation of EfficientNet

energy_ood

fasth

Code for the article "What if Neural Networks had SVDs?", to be presented as a spotlight paper at NeurIPS 2020.

fastmac

genomics_ood

PyTorch Implementation for the Bacteria Genomics OOD dataset in "Likelihood Ratios for Out-of-Distribution Detection"

Google-Ml-Kit-plugin

A flutter plugin that implements google's standalone ml kit

hydra

Hydra is a framework for elegantly configuring complex applications

JEM

Project site for "Your Classifier is Secretly an Energy-Based Model and You Should Treat it Like One"

KryptographieWS17

Lagrange

A minimalist Jekyll theme for running a personal blog powered by Jekyll and GitHub Pages

manifold-flow

Manifold-learning flows (ℳ-flows)

Pose-Estimation-TF2

Posterior-Network

Posterior Network: Uncertainty Estimation without OOD Samples via Density-Based Pseudo-Counts (Neurips 2020)

socialways

Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs

VERA