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Your Daily AI Research tl;dr — 2022–08–09 🧠
DeepFaceVideoEditing, Atlas and Instant NeRF.
Welcome to your official daily AI research tl;dr (often with code and news) for AI professionals where I share the most exciting papers I find daily, along with a one-liner summary to help you quickly determine if the article (and code) is worth investigating.
1️⃣ DeepFaceVideoEditing: Sketch-based Deep Editing of Face Videos
A novel sketch-based facial high-quality video editing framework leveraging StyleGAN3.
Link to the paper: https://dl.acm.org/doi/pdf/10.1145/3528223.3530056
2️⃣ Few-shot Learning with Retrieval Augmented Language Models
Atlas: a pre-trained retrieval augmented language model able to learn knowledge-intensive tasks with very few training examples.
| “Atlas reaches over 42% accuracy on Natural Questions using only 64 examples, outperforming a 540B parameters model by 3% despite having 50x fewer parameters.”
Link to the paper: https://arxiv.org/pdf/2208.03299.pdf
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