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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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Contextualized Document Embeddings Capturing Semantic Meaning and Context for Improved Text Analysis

Contextualized Document Embeddings Capturing Semantic Meaning and Context for Improved Text Analysis

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3 min read
Introduction to Large Language Models

Introduction to Large Language Models

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4 min read
Activation functions in PyTorch (5)

Activation functions in PyTorch (5)

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4 min read
Activation functions in PyTorch (1)

Activation functions in PyTorch (1)

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3 min read
Layers in PyTorch (1)

Layers in PyTorch (1)

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4 min read
Activation functions in PyTorch (4)

Activation functions in PyTorch (4)

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3 min read
Layers in PyTorch (2)

Layers in PyTorch (2)

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3 min read
Activation functions in PyTorch (2)

Activation functions in PyTorch (2)

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3 min read
Activation functions in PyTorch (3)

Activation functions in PyTorch (3)

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3 min read
New study tackles language model memorization to boost safety and privacy

New study tackles language model memorization to boost safety and privacy

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3 min read
AI Oversight via Auction-Based Regulation: Balancing Innovation and Control

AI Oversight via Auction-Based Regulation: Balancing Innovation and Control

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4 min read
Reinforcement Learning Tunes Code LLMs With Execution Feedback

Reinforcement Learning Tunes Code LLMs With Execution Feedback

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4 min read
Decoding Social Dynamics: A Survey on Developing Socially Intelligent AI

Decoding Social Dynamics: A Survey on Developing Socially Intelligent AI

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3 min read
Unlock Manifold Geometry's Potential: MANTRA, The Versatile Triangulations Dataset

Unlock Manifold Geometry's Potential: MANTRA, The Versatile Triangulations Dataset

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4 min read
[Python] How do we lazyload a Python module? - analyzing LazyLoader from MLflow

[Python] How do we lazyload a Python module? - analyzing LazyLoader from MLflow

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11 min read
Best Free Resources to Sharpen Your Math Skills for Machine Learning!

Best Free Resources to Sharpen Your Math Skills for Machine Learning!

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2 min read
Dataset na construção de um modelo de Machine Learning

Dataset na construção de um modelo de Machine Learning

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7 min read
Voxel51 Filtered Views Newsletter - October 4, 2024

Voxel51 Filtered Views Newsletter - October 4, 2024

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3 min read
The Booming Landscape of Data Science Education: Key Trends of the Courses and Certification

The Booming Landscape of Data Science Education: Key Trends of the Courses and Certification

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4 min read
Best Image Formats for Face Recognition: How They Impact Accuracy and Performance

Best Image Formats for Face Recognition: How They Impact Accuracy and Performance

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3 min read
GPT Evaluation and Its Future: A Deep Dive into the Evolution of AI Models

GPT Evaluation and Its Future: A Deep Dive into the Evolution of AI Models

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5 min read
Universal Text Segmentation Model Outperforms Specialized Systems Across Diverse Domains

Universal Text Segmentation Model Outperforms Specialized Systems Across Diverse Domains

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4 min read
OMG-LLaVA: AI Model Integrating Multi-Level Visual Reasoning for Enhanced Scene Understanding

OMG-LLaVA: AI Model Integrating Multi-Level Visual Reasoning for Enhanced Scene Understanding

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4 min read
New NLP Era: Large Language Models Conquer Graph-Structured Data

New NLP Era: Large Language Models Conquer Graph-Structured Data

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5 min read
O1 Model's Reasoning Capabilities: Lingering Autoregression or True Transcendence?

O1 Model's Reasoning Capabilities: Lingering Autoregression or True Transcendence?

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4 min read
Neural Theorem Prover Boosted by Long-Context Understanding

Neural Theorem Prover Boosted by Long-Context Understanding

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4 min read
Accelerating Linear Algebra on AMD AI Engine: Optimized BLAS Library Development

Accelerating Linear Algebra on AMD AI Engine: Optimized BLAS Library Development

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3 min read
Transformers vs. RNNs: Revisiting Language Models' Capabilities

Transformers vs. RNNs: Revisiting Language Models' Capabilities

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3 min read
A Fresh Thermodynamics Approach for Scalable Bayesian Modeling

A Fresh Thermodynamics Approach for Scalable Bayesian Modeling

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4 min read
Energy-Efficient Language Models: Addition is All You Need

Energy-Efficient Language Models: Addition is All You Need

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4 min read
YTComment-IQ : A Streamlit app that does YouTube Comments Analysis with Visualizations

YTComment-IQ : A Streamlit app that does YouTube Comments Analysis with Visualizations

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1 min read
UPCOMING: Oct 10 - AI, ML and Computer Vision Meetup

UPCOMING: Oct 10 - AI, ML and Computer Vision Meetup

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1 min read
Numpy Cheat Sheet

Numpy Cheat Sheet

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7 min read
The Role of AI in Financial Services: Opportunities and Challenges

The Role of AI in Financial Services: Opportunities and Challenges

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3 min read
Text-to-Image Latent Inversion for Semantic Understanding in Diffusion Models

Text-to-Image Latent Inversion for Semantic Understanding in Diffusion Models

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4 min read
CMA-ES Optimizer with Adaptive Learning Rate for Faster Convergence

CMA-ES Optimizer with Adaptive Learning Rate for Faster Convergence

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4 min read
FlashMask: Efficient Attention Masking for Enhanced Performance on Masked Tasks

FlashMask: Efficient Attention Masking for Enhanced Performance on Masked Tasks

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4 min read
Program Comprehension Tool: WatChat Debugs Users' Mental Models to Explain Complex Code

Program Comprehension Tool: WatChat Debugs Users' Mental Models to Explain Complex Code

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4 min read
Compress Key-Value Caches with KV-Compress: Variable Compression Rates for Attention Heads

Compress Key-Value Caches with KV-Compress: Variable Compression Rates for Attention Heads

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4 min read
Unlocking Seamless Machine Learning Deployment with Docker: A Guide to Essential CI/CD Tools

Unlocking Seamless Machine Learning Deployment with Docker: A Guide to Essential CI/CD Tools

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4 min read
Black-Box Confidence Estimation Methods for Large Language Models Explored

Black-Box Confidence Estimation Methods for Large Language Models Explored

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5 min read
Oct 9 - Developing Open Source Visual AI Apps Workshop

Oct 9 - Developing Open Source Visual AI Apps Workshop

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1 min read
Illustrators' Fears: AI Extracting Value from Creative Work

Illustrators' Fears: AI Extracting Value from Creative Work

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4 min read
Adversarial Student-Teacher Redteaming Probes AI Vulnerabilities for Enhanced Robustness

Adversarial Student-Teacher Redteaming Probes AI Vulnerabilities for Enhanced Robustness

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3 min read
Closing the Gap: Intelligent Visual Deductive Reasoning in AI

Closing the Gap: Intelligent Visual Deductive Reasoning in AI

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3 min read
FiT: Scalable Vision Transformer for Improved Diffusion Image Generation

FiT: Scalable Vision Transformer for Improved Diffusion Image Generation

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4 min read
SwitchHead: Accelerate Transformers with Dynamic Mixture-of-Experts Attention

SwitchHead: Accelerate Transformers with Dynamic Mixture-of-Experts Attention

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3 min read
AI unlocking huge language models for tiny edge devices

AI unlocking huge language models for tiny edge devices

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4 min read
Late Chunking: Boosting Contextual Chunk Representations with Long-Context Language Models

Late Chunking: Boosting Contextual Chunk Representations with Long-Context Language Models

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4 min read
Neural Networks Simplified: The Future Beyond Traditional ML

Neural Networks Simplified: The Future Beyond Traditional ML

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4 min read
Complete Machine Learning Workflow with Scikit-Learn: Predicting California Housing Prices

Complete Machine Learning Workflow with Scikit-Learn: Predicting California Housing Prices

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5 min read
From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models

From Moments to Milestones: Incremental Timeline Summarization Leveraging Large Language Models

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2 min read
Computer Vision Applications in Retail: Changing the Future of Shopping

Computer Vision Applications in Retail: Changing the Future of Shopping

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2 min read
Multiple Disease Prediction App

Multiple Disease Prediction App

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2 min read
Top Models Tackle Billion-Scale Nearest Neighbor Search at NeurIPS'23

Top Models Tackle Billion-Scale Nearest Neighbor Search at NeurIPS'23

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4 min read
Data-Centric AI Governance: Bridging the Gap in Model-Focused Policies

Data-Centric AI Governance: Bridging the Gap in Model-Focused Policies

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3 min read
Unraveling Package Hallucinations: A Comprehensive Analysis of Code-Generating LLMs

Unraveling Package Hallucinations: A Comprehensive Analysis of Code-Generating LLMs

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4 min read
Transform Your Business with Azure AI 🚀

Transform Your Business with Azure AI 🚀

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3 min read
Orchestrating Models: Machine Learning with Docker Compose

Orchestrating Models: Machine Learning with Docker Compose

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5 min read
I Developed Neural Network Library with C

I Developed Neural Network Library with C

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1 min read
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