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Attention maps

Adding an alpha channel to focus CLIP leads to better performance

Meet Alpha-CLIP: A CLIP model you can focus wherever you want
aimodels-fyi Dec 9, 2023
Research pipeline diagram

Google DeepMind: Millions of new materials discovered with deep learning

"With GNoME, we’ve multiplied the number of technologically viable materials known to humanity."
aimodels-fyi Nov 30, 2023
Improving LLM math ability

Format your data like this to dramatically improve your LLMs' math skills

Positional description matters for transformers arithmetic
aimodels-fyi Nov 29, 2023
Proposed architecture

Reverse-engineering LLM results to find prompts used to make them

Just like Jeopardy, where you can guess the question from the answer, you can guess the prompt from an LLM generation.
aimodels-fyi Nov 28, 2023
Turning images into 3D models in minutes, not hours

Turning images into 3D models in minutes, not hours

A new method that extracts accurate and editable meshes from 3D Gaussian Splatting representations within minutes on a single GPU
aimodels-fyi Nov 27, 2023
The Chosen One: Generating Consistent Characters from Text Descriptions Using AI

The Chosen One: Generating Consistent Characters from Text Descriptions Using AI

Among a large set of images from the same text prompt, some will naturally share common visual features.
aimodels-fyi Nov 18, 2023
Architecture for the research

Researchers tried to build an autonomous scientist with AI. How'd it go?

Researchers decided to see if GPT-4 could generate and test hypotheses without human guidance. What happened?
aimodels-fyi Nov 18, 2023

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