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Name: Hergen Lehmann

Type: User

Hergen Lehmann's Projects

A Unified Library for Parameter-Efficient and Modular Transfer Learning

An experimental open-source attempt to make GPT-4 fully autonomous.

Avalanche: an End-to-End Library for Continual Learning based on PyTorch.

PyTorch code for the CVPR'23 paper: "CODA-Prompt: COntinual Decomposed Attention-based Prompting for Rehearsal-Free Continual Learning"

ICCV 2023 - Neural Collage Transfer: Artistic Reconstruction via Material Manipulation

Code for the paper Hybrid Spectrogram and Waveform Source Separation

Pytorch Implementation of DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

Learning to Prompt (L2P) for Continual Learning @ CVPR22 and DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning @ ECCV22

Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.

Tensors and Dynamic neural networks in Python with strong GPU acceleration

The code repository for "Revisiting Class-Incremental Learning with Pre-Trained Models: Generalizability and Adaptivity are All You Need" in PyTorch.

Codes for ICCV 2023 paper: SLCA: Slow Learner with Classifier Alignment for Continual Learning on a Pre-trained Model

Python & command-line tool to gather text on the Web: web crawling/scraping, extraction of text, metadata, comments