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Adaptive Data Optimization (ADO): A New Algorithm for Dynamic Data Distribution in Machine Learning, Reducing Complexity and Improving Model Accuracy

Adaptive Data Optimization (ADO): A New Algorithm for D...

Machine learning, particularly the training of large foundation models, relies h...

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Salesforce AI Research Propose Programmatic VLM Evaluation (PROVE): A New Benchmarking Paradigm for Evaluating VLM Responses to Open-Ended Queries

Salesforce AI Research Propose Programmatic VLM Evaluat...

Vision-Language Models (VLMs) are increasingly used for generating responses to ...

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Ghostbuster: Detecting Text Ghostwritten by Large Language Models

Ghostbuster: Detecting Text Ghostwritten by Large Langu...

The structure of Ghostbuster, our new state-of-the-art metho...

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Asymmetric Certified Robustness via Feature-Convex Neural Networks

Asymmetric Certified Robustness via Feature-Convex Neur...

Asymmetric Certified Robustness via Feature-Convex Neural Networks ...

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Goal Representations for Instruction Following

Goal Representations for Instruction Following

Goal Representations for Instruction Following A longstanding...

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How to Evaluate Jailbreak Methods: A Case Study with the StrongREJECT Benchmark

How to Evaluate Jailbreak Methods: A Case Study with th...

When we began studying jailbreak evaluations, we found a fascin...

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Are We Ready for Multi-Image Reasoning? Launching VHs: The Visual Haystacks Benchmark!

Are We Ready for Multi-Image Reasoning? Launching VHs: ...

Humans excel at processing vast arrays of visual information, a...

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TinyAgent: Function Calling at the Edge

TinyAgent: Function Calling at the Edge

The ability of LLMs to execute commands through plain langu...

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Modeling Extremely Large Images with xT

Modeling Extremely Large Images with xT

As computer vision researchers, we believe that every pixel can...

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The Shift from Models to Compound AI Systems

The Shift from Models to Compound AI Systems

AI caught everyone’s attention in 2023 with Large Language Mode...

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Linguistic Bias in ChatGPT: Language Models Reinforce Dialect Discrimination

Linguistic Bias in ChatGPT: Language Models Reinforce D...

Sample language model responses to different varieties of En...

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Free AI-Powered Interview Preparation Tool by 365 Data Science

Free AI-Powered Interview Preparation Tool by 365 Data ...

Sponsored Content In a groundbreaking move to enhance the career prospects of da...

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Understanding RAG III: Fusion Retrieval and Reranking

Understanding RAG III: Fusion Retrieval and Reranking

Check out the previous articles in this series: •

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5 Free Books on Computer Vision

5 Free Books on Computer Vision

Computer vision is a branch of Artificial Intelligence (AI) that studies how mac...

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A Practical Guide to Deploying Machine Learning Models

A Practical Guide to Deploying Machine Learning Models

As a data scientist, you probably know how to build machine learning models.

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7 Scikit-Learn Secrets You Probably Didn’t Know About

7 Scikit-Learn Secrets You Probably Didn’t Know About

As data scientists with Python programming skills, we use Scikit-Learn a lot.

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