Hergen Lehmann's repositories
pytorch
Tensors and Dynamic neural networks in Python with strong GPU acceleration
adapters
A Unified Library for Parameter-Efficient and Modular Transfer Learning
SLCA
Codes for ICCV 2023 paper: SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model
CODA-Prompt
PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"
CollageRL
ICCV 2023 - Neural Collage Transfer: Artistic Reconstruction via Material Manipulation
trafilatura
Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments
dualprompt-pytorch
Pytorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22
RevisitingCIL
The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.
demucs
Code for the paper Hybrid Spectrogram and Waveform Source Separation
Auto-GPT
An experimental open-source attempt to make GPT-4 fully autonomous.
avalanche
Avalanche: an End-to-End Library for Continual Learning based on PyTorch.
nmslib
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
l2p
Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22