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Machine Learning

A branch of artificial intelligence (AI) and computer science which focuses on the use of data and algorithms to imitate the way that humans learn, gradually improving its accuracy.

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Evaluating Language Models as Comedy Support Tools: Humor Alignment with Professional Comedians

Evaluating Language Models as Comedy Support Tools: Humor Alignment with Professional Comedians

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4 min read
"LLMs Unlock Mathematical Discovery: New Method Outperforms Traditional Symbolic Regression"

"LLMs Unlock Mathematical Discovery: New Method Outperforms Traditional Symbolic Regression"

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4 min read
xLSTM-UNet: Advanced AI Model Outperforms ViM-UNet in Medical Image Segmentation

xLSTM-UNet: Advanced AI Model Outperforms ViM-UNet in Medical Image Segmentation

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4 min read
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit'

Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit'

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5 min read
Open-Source AI Tools: Opportunities and Challenges in Model Replication and Certification

Open-Source AI Tools: Opportunities and Challenges in Model Replication and Certification

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4 min read
Model Openness Framework: Enhancing Transparency and Reproducibility in Generative AI

Model Openness Framework: Enhancing Transparency and Reproducibility in Generative AI

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5 min read
Unlocking AI's Compositional Generalization: Skills-in-Context Boosts Language Model Performance

Unlocking AI's Compositional Generalization: Skills-in-Context Boosts Language Model Performance

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5 min read
Let’s Build AI Agent From Scratch

Let’s Build AI Agent From Scratch

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2 min read
Field-Deployed MARL for Dynamic Variable Speed Limit Optimization

Field-Deployed MARL for Dynamic Variable Speed Limit Optimization

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4 min read
Segment CT Scans with NVIDIA's VISTA-3D Model 00:45

Segment CT Scans with NVIDIA's VISTA-3D Model

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1 min read
Use Guardrails for safeguarding generative AI applications built using custom or third-party models

Use Guardrails for safeguarding generative AI applications built using custom or third-party models

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8 min read
Exploring Text Preprocessing Techniques in Natural Language Processing

Exploring Text Preprocessing Techniques in Natural Language Processing

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2 min read
Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

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4 min read
Vision language models are blind

Vision language models are blind

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4 min read
Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

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4 min read
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