Pinned Repositories
avalanche
Avalanche: an End-to-End Library for Continual Learning.
continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
ContinualEvaluation
Continual evaluation for lifelong learning with neural networks.
contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
KAaFF
Code base for the paper "Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting"
neuron-merging
Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)
OCDVAEContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
SupCon-Framework
Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks
UERoboCup
Stochastic Scene Generation with Unreal Engine 4 for machine learning in RoboCup
UnrealImageCapture
A small tutorial repository on capturing images with semantic annotation from UnrealEngine to disk.
TimmHess's Repositories
TimmHess/UnrealImageCapture
A small tutorial repository on capturing images with semantic annotation from UnrealEngine to disk.
TimmHess/UERoboCup
Stochastic Scene Generation with Unreal Engine 4 for machine learning in RoboCup
TimmHess/KAaFF
Code base for the paper "Knowledge Accumulation in Continually Learned Representations and the Issue of Feature Forgetting"
TimmHess/avalanche
Avalanche: an End-to-End Library for Continual Learning.
TimmHess/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
TimmHess/ContinualEvaluation
Continual evaluation for lifelong learning with neural networks.
TimmHess/contrastive-unpaired-translation
Contrastive unpaired image-to-image translation, faster and lighter training than cyclegan (ECCV 2020, in PyTorch)
TimmHess/neuron-merging
Neuron Merging: Compensating for Pruned Neurons (NeurIPS 2020)
TimmHess/OCDVAEContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
TimmHess/SupCon-Framework
Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks
TimmHess/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"
TimmHess/unrealcv
UnrealCV: Connecting Computer Vision to Unreal Engine