TimmHess/Co-ob
Code to reproduce results of the paper: "Forgetting, plasticity, and co-observation: a third facet of continual learning"
Repositories
TimmHess/UnrealImageCapture
A small tutorial repository on capturing images with semantic annotation from UnrealEngine to disk.
TimmHess/cassle
Official repository for the paper "Self-Supervised Models are Continual Learners" (CVPR 2022)
TimmHess/MergeForget
Code to reproduce results of the paper: "Forgetting of task-specific knowledge in model merging-based continual learning."
TimmHess/nanochat
The best ChatGPT that $100 can buy.
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/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/SupCon-Framework
Implementation of Supervised Contrastive Learning with AMP, EMA, SWA, and many other tricks
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/avalanche
Avalanche: an End-to-End Library for Continual Learning.
TimmHess/OCDVAEContinualLearning
Open-source code for our paper: Unified Probabilistic Deep Continual Learning through Generative Replay and Open Set Recognition
TimmHess/continual-learning
PyTorch implementation of various methods for continual learning (XdG, EWC, online EWC, SI, LwF, DGR, DGR+distill, RtF, iCaRL).
TimmHess/unrealcv
UnrealCV: Connecting Computer Vision to Unreal Engine