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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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Exploring LLM RAG Application Vulnerabilities

Exploring LLM RAG Application Vulnerabilities

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11 min read
SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes

SC-GS: Sparse-Controlled Gaussian Splatting for Editable Dynamic Scenes

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4 min read
Announcing FiftyOne 0.23.7 and FiftyOne Teams 1.5.8

Announcing FiftyOne 0.23.7 and FiftyOne Teams 1.5.8

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6 min read
Getting Started with Gemma Models

Getting Started with Gemma Models

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5 min read
The death of creativity

The death of creativity

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6 min read
Validating Linear Regression Assumptions: A Comprehensive Approach to Multivariate Normality

Validating Linear Regression Assumptions: A Comprehensive Approach to Multivariate Normality

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4 min read
CVPR 2024 Survival Guide: Five Vision-Language Papers You Don’t Want to Miss

CVPR 2024 Survival Guide: Five Vision-Language Papers You Don’t Want to Miss

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9 min read
Developer’s Guide : Modular, Flexible, Scalable Prod ready RAG

Developer’s Guide : Modular, Flexible, Scalable Prod ready RAG

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2 min read
Exploring Multicollinearity: Strategies for Detecting and Managing Correlated Predictors in Regression Analysis

Exploring Multicollinearity: Strategies for Detecting and Managing Correlated Predictors in Regression Analysis

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3 min read
การแสดง Multiple Linear Regression เป็นกราฟ 3 มิติ โดยใช้ Python

การแสดง Multiple Linear Regression เป็นกราฟ 3 มิติ โดยใช้ Python

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2 min read
survey: Risk Prediction of Digital Transformation of Manufacturing Supply Chain Based on PCA and BPNN

survey: Risk Prediction of Digital Transformation of Manufacturing Supply Chain Based on PCA and BPNN

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1 min read
Unravelling Linearity: My Journey in Regression Modeling

Unravelling Linearity: My Journey in Regression Modeling

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3 min read
Safeguarding AI with Llama Guard: Ethical AI Development

Safeguarding AI with Llama Guard: Ethical AI Development

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8 min read
Migrating from AWS SageMaker to GCP Vertex AI: A Training Environment Transition

Migrating from AWS SageMaker to GCP Vertex AI: A Training Environment Transition

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4 min read
DanceTime is back!

DanceTime is back!

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6 min read
Independence of Errors: A Guide to Validating Linear Regression Assumptions

Independence of Errors: A Guide to Validating Linear Regression Assumptions

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3 min read
LLMs are secretly good at regression calculations

LLMs are secretly good at regression calculations

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9 min read
Lambda Function(Python)

Lambda Function(Python)

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1 min read
Let's make money with Amazon Mechanical Turk!

Let's make money with Amazon Mechanical Turk!

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2 min read
Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic

Scaling Laws for Data Filtering -- Data Curation cannot be Compute Agnostic

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4 min read
94% on CIFAR-10 in 3.29 Seconds on a Single GPU

94% on CIFAR-10 in 3.29 Seconds on a Single GPU

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3 min read
The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

The Optimal Choice of Hypothesis Is the Weakest, Not the Shortest

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4 min read
Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

Learning Agile Soccer Skills for a Bipedal Robot with Deep Reinforcement Learning

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4 min read
From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications

From Model-centered to Human-Centered: Revision Distance as a Metric for Text Evaluation in LLMs-based Applications

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4 min read
From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

From Words to Numbers: Your Large Language Model Is Secretly A Capable Regressor When Given In-Context Examples

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4 min read
The Topos of Transformer Networks

The Topos of Transformer Networks

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4 min read
Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome

Impact of Extensions on Browser Performance: An Empirical Study on Google Chrome

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3 min read
Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings

Accelerating Recommender Model Training by Dynamically Skipping Stale Embeddings

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4 min read
The Use of Generative Search Engines for Knowledge Work and Complex Tasks

The Use of Generative Search Engines for Knowledge Work and Complex Tasks

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3 min read
Increased LLM Vulnerabilities from Fine-tuning and Quantization

Increased LLM Vulnerabilities from Fine-tuning and Quantization

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4 min read
New EC2 Instance Type - Designed For AI / ML Workloads

New EC2 Instance Type - Designed For AI / ML Workloads

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1 min read
FiftyOne Computer Vision Tips and Tricks - April 12, 2024

FiftyOne Computer Vision Tips and Tricks - April 12, 2024

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4 min read
Optical Character Recognition with PyTesseract

Optical Character Recognition with PyTesseract

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9 min read
PIGEON: Predicting Image Geolocations

PIGEON: Predicting Image Geolocations

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4 min read
Unleashing the basics of Exploratory Data Analysis||EDA

Unleashing the basics of Exploratory Data Analysis||EDA

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4 min read
Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing

Impossible Distillation: from Low-Quality Model to High-Quality Dataset & Model for Summarization and Paraphrasing

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3 min read
Characterization of Large Language Model Development in the Datacenter

Characterization of Large Language Model Development in the Datacenter

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4 min read
Efficient Quantum Circuit Design with a Standard Cell Approach, with an Application to Neutral Atom Quantum Computers

Efficient Quantum Circuit Design with a Standard Cell Approach, with an Application to Neutral Atom Quantum Computers

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4 min read
SonicVisionLM: Playing Sound with Vision Language Models

SonicVisionLM: Playing Sound with Vision Language Models

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4 min read
ShapeFusion: A 3D diffusion model for localized shape editing

ShapeFusion: A 3D diffusion model for localized shape editing

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6 min read
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

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4 min read
AIJack: Let's Hijack AI! Security and Privacy Risk Simulator for Machine Learning

AIJack: Let's Hijack AI! Security and Privacy Risk Simulator for Machine Learning

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4 min read
Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models

Cross-Attention Makes Inference Cumbersome in Text-to-Image Diffusion Models

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4 min read
GenN2N: Generative NeRF2NeRF Translation

GenN2N: Generative NeRF2NeRF Translation

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3 min read
MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer

MM-Interleaved: Interleaved Image-Text Generative Modeling via Multi-modal Feature Synchronizer

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4 min read
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning

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3 min read
Advancing LLM Reasoning Generalists with Preference Trees

Advancing LLM Reasoning Generalists with Preference Trees

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4 min read
PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

PersonaLLM: Investigating the Ability of Large Language Models to Express Personality Traits

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5 min read
BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation

BlockFusion: Expandable 3D Scene Generation using Latent Tri-plane Extrapolation

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4 min read
Congrats to the Coze AI Bot Challenge Winners!

Congrats to the Coze AI Bot Challenge Winners!

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2 min read
Towards a Brazilian History Knowledge Graph

Towards a Brazilian History Knowledge Graph

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5 min read
Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning

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3 min read
A shared compilation stack for distributed-memory parallelism in stencil DSLs

A shared compilation stack for distributed-memory parallelism in stencil DSLs

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4 min read
On the Efficiency of Convolutional Neural Networks

On the Efficiency of Convolutional Neural Networks

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5 min read
DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation

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2 min read
Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization

Towards Robust Continual Learning with Bayesian Adaptive Moment Regularization

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3 min read
Meet Auty, a bot designed to support and guide autistic individuals - on Coze

Meet Auty, a bot designed to support and guide autistic individuals - on Coze

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2 min read
LLM Model Sharding

LLM Model Sharding

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2 min read
Artificial Intelligence: The Future

Artificial Intelligence: The Future

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4 min read
Create a customized identity verification pipeline

Create a customized identity verification pipeline

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1 min read
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