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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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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
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
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
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
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
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
Understanding the Curse of Dimensionality

Understanding the Curse of Dimensionality

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3 min read
AI Engineer Roadmap

AI Engineer Roadmap

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3 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
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
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
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
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
LLM-powered end-to-end self-retrieval: Unified information retrieval with one large language model

LLM-powered end-to-end self-retrieval: Unified information retrieval with one large language model

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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
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
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
LLMs Show Promise in Formal Hardware Verification: Introducing FVEval Benchmark

LLMs Show Promise in Formal Hardware Verification: Introducing FVEval Benchmark

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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
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
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
Build, Innovate & Collaborate: Setting Up TensorFlow for Open Source Contribution! 🚀✨

Build, Innovate & Collaborate: Setting Up TensorFlow for Open Source Contribution! 🚀✨

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9 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
Wi-Fi Reliability Boost with "It's Your Turn" Channel Contention Mechanism

Wi-Fi Reliability Boost with "It's Your Turn" Channel Contention Mechanism

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4 min read
Turning Data into Information.

Turning Data into Information.

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1 min read
Bridging Machine Learning with TensorFlow: From Python to JavaScript

Bridging Machine Learning with TensorFlow: From Python to JavaScript

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4 min read
Neural Networks

Neural Networks

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4 min read
Unleash Object Detection with Boundless Synthetic Urban Data

Unleash Object Detection with Boundless Synthetic Urban Data

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4 min read
House_Price_Prediction

House_Price_Prediction

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5 min read
Meta AI's CoTracker3: Enhanced Point Tracking with Less Data 01:53

Meta AI's CoTracker3: Enhanced Point Tracking with Less Data

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1 min read
Machine Learning in PHP: Build a News Classifier Using Rubix ML

Machine Learning in PHP: Build a News Classifier Using Rubix ML

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4 min read
AI Ethics and Regulation: Navigating the Future of Technology

AI Ethics and Regulation: Navigating the Future of Technology

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8 min read
Beginners guide to Machine Learning

Beginners guide to Machine Learning

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3 min read
ImageInWords Dataset Unlocks Hyper-Detailed Image Descriptions for Advances in AI Vision and Language

ImageInWords Dataset Unlocks Hyper-Detailed Image Descriptions for Advances in AI Vision and Language

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4 min read
MathPile: 1 Billion Token Math Dataset for Cutting-Edge Generative AI

MathPile: 1 Billion Token Math Dataset for Cutting-Edge Generative AI

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4 min read
Phantasm: A Human Approval Layer For AI Agents

Phantasm: A Human Approval Layer For AI Agents

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1 min read
xLSTM: Fast and Efficient Large Recurrent Action Model for Robotics

xLSTM: Fast and Efficient Large Recurrent Action Model for Robotics

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3 min read
One Model Rules Them All: MonoFormer Unifies Diffusion and Autoregressive Generation

One Model Rules Them All: MonoFormer Unifies Diffusion and Autoregressive Generation

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3 min read
Semi-Supervised Domain Generalization: Robust Pseudo-Labeling for Unseen Domains

Semi-Supervised Domain Generalization: Robust Pseudo-Labeling for Unseen Domains

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3 min read
Persona Hub Generates Diverse Synthetic Datasets of 1 Billion People

Persona Hub Generates Diverse Synthetic Datasets of 1 Billion People

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3 min read
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters

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4 min read
AI Democratization: Unlocking the Power of Artificial Intelligence for All

AI Democratization: Unlocking the Power of Artificial Intelligence for All

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8 min read
AI generates 4D textured scenes from text with video diffusion models

AI generates 4D textured scenes from text with video diffusion models

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4 min read
Free-Lunch Explainable AI: Mesomorphic Networks Fuse Deep Learning and Linear Models for Tabular Data

Free-Lunch Explainable AI: Mesomorphic Networks Fuse Deep Learning and Linear Models for Tabular Data

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4 min read
Get Started with Machine Learning

Get Started with Machine Learning

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2 min read
Machine learning Types - Art of Possible

Machine learning Types - Art of Possible

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1 min read
Thoughts on AI Beating CAPTHCA

Thoughts on AI Beating CAPTHCA

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2 min read
CoTracker3: Enhanced Point Tracking with Less Data

CoTracker3: Enhanced Point Tracking with Less Data

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9 min read
CoTracker3: A Point Tracker Using Real Videos

CoTracker3: A Point Tracker Using Real Videos

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10 min read
AI Vs ML Vs DL - Art of Possible

AI Vs ML Vs DL - Art of Possible

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1 min read
Fine-Tuning AI Models: Tailoring Generative AI for Specific Tasks

Fine-Tuning AI Models: Tailoring Generative AI for Specific Tasks

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5 min read
Using a Speech Language Model That Can Listen While Speaking

Using a Speech Language Model That Can Listen While Speaking

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8 min read
New AI system lets you command drones with plain English instructions

New AI system lets you command drones with plain English instructions

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4 min read
Mastering Small Language Models: Architecture, Data, and Performance

Mastering Small Language Models: Architecture, Data, and Performance

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3 min read
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