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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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Comprehensive Survey on Resource-Efficient Large Foundation Models for Scalable AI

Comprehensive Survey on Resource-Efficient Large Foundation Models for Scalable AI

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4 min read
LLMs Struggle with Structured Outputs: Overcoming Format Biases

LLMs Struggle with Structured Outputs: Overcoming Format Biases

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3 min read
DiLoCo: Train Large Language Models on Distributed Clusters with Minimal Communication

DiLoCo: Train Large Language Models on Distributed Clusters with Minimal Communication

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4 min read
LLM-Powered Text Simulation Attack Manipulates ID-Free Recommender Systems

LLM-Powered Text Simulation Attack Manipulates ID-Free Recommender Systems

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4 min read
Excel: From Ledger Automation to Powerful Analytics IDE

Excel: From Ledger Automation to Powerful Analytics IDE

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4 min read
Rapidly Prototype Efficient Streaming Speech Recognition Models with Knowledge Distillation from Whisper

Rapidly Prototype Efficient Streaming Speech Recognition Models with Knowledge Distillation from Whisper

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3 min read
Leverage Asynchronous Local-SGD for Efficient Large Language Model Training

Leverage Asynchronous Local-SGD for Efficient Large Language Model Training

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3 min read
MARCA: Versatile AI Accelerator with Reconfigurable Design for CNNs and Transformers

MARCA: Versatile AI Accelerator with Reconfigurable Design for CNNs and Transformers

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3 min read
Cross-Chirality Palmprint Verification: Match Left Palm to Right, Enabling New Real-World Uses for Palmprint Biometrics

Cross-Chirality Palmprint Verification: Match Left Palm to Right, Enabling New Real-World Uses for Palmprint Biometrics

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4 min read
Revolutionary All-Optical CPU Design Blazes New Path for Ultra-Fast, Energy-Efficient Computing

Revolutionary All-Optical CPU Design Blazes New Path for Ultra-Fast, Energy-Efficient Computing

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4 min read
How to Reduce False Positives for Face Recognition

How to Reduce False Positives for Face Recognition

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2 min read
How Artificial Intelligence Works!

How Artificial Intelligence Works!

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4 min read
Cutting-Edge LLMs Struggle with Planning: Can Language-Rooted Models Deliver?

Cutting-Edge LLMs Struggle with Planning: Can Language-Rooted Models Deliver?

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4 min read
Let’s talk about some cool Azure AI Speech SDK/API Endpoint

Let’s talk about some cool Azure AI Speech SDK/API Endpoint

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4 min read
Building Scalable ML Models on AWS-SageMake

Building Scalable ML Models on AWS-SageMake

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4 min read
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