Distant Viewing Toolkit for the Analysis of Visual Culture

Qurator-SPK team publications

A Disentangling Invertible Interpretation Network

☁️ Build multimodal AI applications with cloud-native stack

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

Notebooks for teaching Named Entity Recognition at the Cultural Heritage Data School, run by Cambridge Digital Humanities

A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun

A collection of infrastructure and tools for research in neural network interpretability.

Rewriting a Deep Generative Model, ECCV 2020 (oral). Interactive tool to directly edit the rules of a GAN to synthesize scenes with objects added, removed, or altered. Change StyleGANv2 to make ext…

PyTorch implementation of SwAV https//arxiv.org/abs/2006.09882

Deep Feature Factorization

(ICML 2020) This repo contains code for our paper "Revisiting Training Strategies and Generalization Performance in Deep Metric Learning" (https://arxiv.org/abs/2002.08473) to facilitate consistent…

(ECCV 2020) This repo contains code for "DiVA: Diverse Visual Feature Aggregation for Deep Metric Learning" (https://arxiv.org/abs/2004.13458), which extends vanilla DML with auxiliary and self-sup…

Brucheion is a Virtual Research Environment (VRE) to create Linked Open Data (LOD) for historical languages and the research of historical objects.

(CVPR 2019) Pytorch implementation of paper "Discovering Visual Patterns in Art Collections with Spatially-consistent Feature Learning"

MfN.projektor - Interactive visualization prototype for exploration of research activities and knowledge transfer

Dataset for the Collection of Facial Expressions from Japanese Artwork

A technical report on convolution arithmetic in the context of deep learning

A WebGL viewer for UMAP or TSNE-clustered images