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How Bias Will Kill Your AI/ML Strategy and What to Do About It

Unite.AI

This is where privacy-enhancing technologies (PETs) provide much-needed answers. A Better Way: Real Data via PETs-enabled Workflows PETs protect data while in use. Solutions utilizing PETs provide the option to train models on real, sensitive datasets that weren't previously accessible due to data privacy and security concerns.

ML 189
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Salesforce AI Researchers Propose BootPIG: A Novel Architecture that Allows a User to Provide Reference Images of an Object in Order to Guide the Appearance of a Concept in the Generated Images

Marktechpost

For example, one may want to visualize the different ways their pet dog would look in different scenarios. The SA layers of the Base UNet are modified to RSA layers, and it uses the reference features as input and guides the image generation toward the reference object.

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Meet TravelPlanner: A Comprehensive AI Benchmark Designed to Evaluate the Planning Abilities of Language Agents in Real-World Scenarios Across Multiple Dimensions

Marktechpost

AI agents must use this wealth of data to craft travel plans that adhere to predefined constraints, such as staying within budget or selecting pet-friendly accommodations. Its introduction into the field is a benchmark for AI performance and a beacon guiding future efforts.

AI 116
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Data generation with diffusion models – part 2

deepsense.ai

It employs cross-attention information guided by text to pinpoint regions specific to certain classes or words. Pet dataset We started with simple photos of pets from the Oxford-IIIT Pet Dataset [8]. We trained our model to accurately reproduce the segmentation masks of pets.

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Top 10 Generative AI Companies Revealed

Towards AI

Generative Artificial Intelligence is guiding the forward for businesses worldwide. They are soaring with career opportunities for certified AI professionals with the best AI certification programs. Open wider doors to top AI jobs now! It is time global tech giants and individuals at large understood the power that Generative AI brings along.

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Fine-tune your Amazon Titan Image Generator G1 model using Amazon Bedrock model customization

AWS Machine Learning Blog

In this post, we guide you through the process of fine-tuning the Amazon Titan Image Generator model to learn two new categories: Ron the dog and Smila the cat, our favorite pets. With some prompt engineering, we can provide more details to get closer to the look of our favorite pets.

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UK Court: AI Can’t be Named as Inventor for Patents

ODSC - Open Data Science

The lawyer went so far as to argue that inventors in the future could include their pets such as “ my cat Felix ” or “ cosmic forces, ” as patent inventors. Originally posted on OpenDataScience.com Read more data science articles on OpenDataScience.com , including tutorials and guides from beginner to advanced levels!