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Artificial Intelligence

Artificial intelligence leverages computers and machines to mimic the problem-solving and decision-making capabilities found in humans and in nature.

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Deploy an AWS Lambda function using Amazon Q

Deploy an AWS Lambda function using Amazon Q

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5 min read
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

1
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4 min read
The Rise of AI: How CIOs Are Embracing Artificial Intelligence to Drive Business Innovation

The Rise of AI: How CIOs Are Embracing Artificial Intelligence to Drive Business Innovation

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4 min read
Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

Outlier Weighed Layerwise Sparsity (OWL): A Missing Secret Sauce for Pruning LLMs to High Sparsity

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4 min read
Beyond Memorization: Violating Privacy Via Inference with Large Language Models

Beyond Memorization: Violating Privacy Via Inference with Large Language Models

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3 min read
Poisoning Web-Scale Training Datasets is Practical

Poisoning Web-Scale Training Datasets is Practical

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3 min read
Prompt Design and Engineering: Introduction and Advanced Methods

Prompt Design and Engineering: Introduction and Advanced Methods

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4 min read
Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

Generative AI Beyond LLMs: System Implications of Multi-Modal Generation

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3 min read
A Simple and Effective Pruning Approach for Large Language Models

A Simple and Effective Pruning Approach for Large Language Models

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3 min read
Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

Scalable Bayesian Inference in the Era of Deep Learning: From Gaussian Processes to Deep Neural Networks

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4 min read
Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

Porting HPC Applications to AMD Instinct$^text{TM}$ MI300A Using Unified Memory and OpenMP

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4 min read
PopulAtion Parameter Averaging (PAPA)

PopulAtion Parameter Averaging (PAPA)

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3 min read
SAR image matching algorithm based on multi-class features

SAR image matching algorithm based on multi-class features

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4 min read
FLAME: Factuality-Aware Alignment for Large Language Models

FLAME: Factuality-Aware Alignment for Large Language Models

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4 min read
R-Tuning: Instructing Large Language Models to Say `I Don't Know'

R-Tuning: Instructing Large Language Models to Say `I Don't Know'

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4 min read
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