← Search

Robert John Nicholas Baldock

2 accepted papers

2023

MultiFusion: Fusing Pre-Trained Models for Multi-Lingual, Multi-Modal Image Generation

NeurIPS 2023poster

The recent popularity of text-to-image diffusion models (DM) can largely be attributed to the intuitive interface they provide to users. The intended generation can be expressed in natural language, with the model producing faithful interpretations of text prompts. However, expressing complex or nua…

Cited by 23SourcePDFScholar
2021

Deep Learning Through the Lens of Example Difficulty

NeurIPS 2021poster

Existing work on understanding deep learning often employs measures that compress all data-dependent information into a few numbers. In this work, we adopt a perspective based on the role of individual examples. We introduce a measure of the computational difficulty of making a prediction for a give…

Cited by 170SourcePDFScholar