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Timm Hess's Projects

avalanche icon avalanche

Avalanche: an End-to-End Library for Continual Learning.

continual-learning icon continual-learning

PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).

kaaff icon kaaff

Code base for the paper "Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting"

ocdvaecontinuallearning icon ocdvaecontinuallearning

Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition

supcon-framework icon supcon-framework

Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks

twocomplementaryperspectivescl icon twocomplementaryperspectivescl

This repository contains the codebase that was used to produce the results for the paper: "Two Complementary Perspectives to Continual Learning:Ask Not Only What to Optimize, But Also How"

uerobocup icon uerobocup

Stochastic Scene Generation with Unreal Engine 4 for machine learning in RoboCup

unrealcv icon unrealcv

UnrealCV: Connecting Computer Vision to Unreal Engine

unrealimagecapture icon unrealimagecapture

A small tutorial repository on capturing images with semantic annotation from UnrealEngine to disk.

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