GENERATIVE AI

Cap3D: Scalable Automatic 3D Object Text Description System

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13 June 2023 5h56

Scalable 3D Captioning with Pretrained Models paper page: https://
huggingface.co/papers/2306.07
279
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dataset: https://
huggingface.co/datasets/tiang
e/Cap3D
… introduce Cap3D, an automatic approach for generating descriptive text for 3D objects. This approach utilizes pretrained models from image captioning, image-text

Retrieval-Enhanced Contrastive Vision-Text Models for Improved Concept Recognition

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13 June 2023 5h43

Retrieval-Enhanced Contrastive Vision-Text Models paper page: https://
huggingface.co/papers/2306.07
196
… Contrastive image-text models such as CLIP form the building blocks of many state-of-the-art systems. While they excel at recognizing common generic concepts, they still struggle on

→ View original post on X — @tamaramccleary

Generative AI and the Future of Creative Jobs

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@tamaramccleary

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13 June 2023 5h10

Generative #AI and The Future of Creative #Jobs https://
bit.ly/3nrSK4u #FutureofWork

→ View original post on X — @paulroetzer

Salesforce Launches AI Cloud Suite at $360K Annual Starter

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@paulroetzer

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13 June 2023 5h09

“AI Cloud will include Salesforce's products from the Einstein service to workplace-messaging app Slack and data analysis software Tableau. Its starter pack will be available for $360,000 annually”

Controlling Text-to-Image Diffusion by Orthogonal Finetuning

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13 June 2023 4h48

Controlling Text-to-Image Diffusion by Orthogonal Finetuning paper page: https://
huggingface.co/papers/2306.07
280
… Large text-to-image diffusion models have impressive capabilities in generating photorealistic images from text prompts. How to effectively guide or control these powerful models to

Face0: Instant Face Conditioning for Text-to-Image Models

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13 June 2023 4h38

Face0: Instantaneously Conditioning a Text-to-Image Model on a Face paper page: https://
huggingface.co/papers/2306.06
638
… present Face0, a novel way to instantaneously condition a text-to-image generation model on a face, in sample time, without any optimization procedures such as fine-tuning or

→ View original post on X — @rasbt

Pretrained Models Make Fine-tuning the Only Practical Approach

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@rasbt

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13 June 2023 4h13

Hah, and even further, with pretrained models available, anything more than finetuning feels like a pain

Augmenting Language Models with Long-Term Memory

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13 June 2023 3h53

Augmenting Language Models with Long-Term Memory paper page: https://
huggingface.co/papers/2306.07
174
… Existing large language models (LLMs) can only afford fix-sized inputs due to the input length limit, preventing them from utilizing rich long-context information from past inputs. To address

High-Fidelity Audio Compression with Improved RVQGAN

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13 June 2023 3h30

High-Fidelity Audio Compression with Improved RVQGAN paper page: https://
huggingface.co/papers/2306.06
546
… Language models have been successfully used to model natural signals, such as images, speech, and music. A key component of these models is a high quality neural compression model that can