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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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CascadedGaze: Efficiency in Global Context Extraction for Image Restoration

CascadedGaze: Efficiency in Global Context Extraction for Image Restoration

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3 min read
TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness

TrustScore: Reference-Free Evaluation of LLM Response Trustworthiness

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3 min read
AlphaMath Almost Zero: process Supervision without process

AlphaMath Almost Zero: process Supervision without process

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4 min read
LangChain Chains: Simple to Advanced Workflows

LangChain Chains: Simple to Advanced Workflows

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12 min read
News: Deepfake of a Popular Blogger Used to Sell Counterfeit Brand Clothing

News: Deepfake of a Popular Blogger Used to Sell Counterfeit Brand Clothing

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2 min read
Trustworthy AI: Navigating the Ethical Challenges of AI Deployment and Decision-Making

Trustworthy AI: Navigating the Ethical Challenges of AI Deployment and Decision-Making

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2 min read
LeT's CoNtRoL YoU tO HeLp Me

LeT's CoNtRoL YoU tO HeLp Me

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1 min read
GeneticsBot - Learn Genetics with open source knowledge

GeneticsBot - Learn Genetics with open source knowledge

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3 min read
AI/ML - LangChain4j - AiServices

AI/ML - LangChain4j - AiServices

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9 min read
Apex Legends Plugin

Apex Legends Plugin

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1 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
SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

SequenceMatch: Imitation Learning for Autoregressive Sequence Modelling with Backtracking

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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
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
FLAME: Factuality-Aware Alignment for Large Language Models

FLAME: Factuality-Aware Alignment for Large Language Models

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4 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
PopulAtion Parameter Averaging (PAPA)

PopulAtion Parameter Averaging (PAPA)

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3 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
Network reconstruction via the minimum description length principle

Network reconstruction via the minimum description length principle

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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
Are aligned neural networks adversarially aligned?

Are aligned neural networks adversarially aligned?

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4 min read
Poisoning Web-Scale Training Datasets is Practical

Poisoning Web-Scale Training Datasets is Practical

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3 min read
Circuit Component Reuse Across Tasks in Transformer Language Models

Circuit Component Reuse Across Tasks in Transformer 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
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
FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes

FurniScene: A Large-scale 3D Room Dataset with Intricate Furnishing Scenes

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4 min read
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing

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3 min read
FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

FMGS: Foundation Model Embedded 3D Gaussian Splatting for Holistic 3D Scene Understanding

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4 min read
Modern Data Quality at Scale using Digna

Modern Data Quality at Scale using Digna

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6 min read
Data-driven customer acquisition: Machine Learning applied to Customer Lifetime Value

Data-driven customer acquisition: Machine Learning applied to Customer Lifetime Value

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7 min read
A typical Machine learning workflow

A typical Machine learning workflow

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1 min read
Unshorten URLs Plugin

Unshorten URLs Plugin

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2 min read
LangChain Memory Management

LangChain Memory Management

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6 min read
Few new things in Python which I learned last week.

Few new things in Python which I learned last week.

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2 min read
The Age of Smart Applications: How AI is Redefining Business Software

The Age of Smart Applications: How AI is Redefining Business Software

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3 min read
KNN with PHP ML & Rubix ML

KNN with PHP ML & Rubix ML

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2 min read
Wukong: Towards a Scaling Law for Large-Scale Recommendation

Wukong: Towards a Scaling Law for Large-Scale Recommendation

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3 min read
LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

LoRA Land: 310 Fine-tuned LLMs that Rival GPT-4, A Technical Report

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4 min read
Top 7 Text-to-Image Generative AI Models

Top 7 Text-to-Image Generative AI Models

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3 min read
Visual Enumeration is Challenging for Large-scale Generative AI

Visual Enumeration is Challenging for Large-scale Generative AI

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5 min read
Practical Performance Guarantees for Pipelined DNN Inference

Practical Performance Guarantees for Pipelined DNN Inference

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4 min read
RGB$leftrightarrow$X: Image decomposition and synthesis using material- and lighting-aware diffusion models

RGB$leftrightarrow$X: Image decomposition and synthesis using material- and lighting-aware diffusion models

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3 min read
Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting

Invisible Stitch: Generating Smooth 3D Scenes with Depth Inpainting

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4 min read
Mentions of Prejudice in News Media -- An International Comparison

Mentions of Prejudice in News Media -- An International Comparison

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4 min read
Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

Lazy Layers to Make Fine-Tuned Diffusion Models More Traceable

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4 min read
Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy

Wisdom of the Silicon Crowd: LLM Ensemble Prediction Capabilities Rival Human Crowd Accuracy

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4 min read
The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

The WMDP Benchmark: Measuring and Reducing Malicious Use With Unlearning

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4 min read
Streamlining Image Editing with Layered Diffusion Brushes

Streamlining Image Editing with Layered Diffusion Brushes

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5 min read
CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions

CookingSense: A Culinary Knowledgebase with Multidisciplinary Assertions

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3 min read
A Primer on the Inner Workings of Transformer-based Language Models

A Primer on the Inner Workings of Transformer-based Language Models

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4 min read
Zero Shot Text Classification Under the hood

Zero Shot Text Classification Under the hood

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5 min read
Um "Hello World" em Deep Learning

Um "Hello World" em Deep Learning

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8 min read
Super Duper Easy Guide to SVMs: Your Ticket to Machine Learning Magic

Super Duper Easy Guide to SVMs: Your Ticket to Machine Learning Magic

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2 min read
Introduction to Generative AI

Introduction to Generative AI

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2 min read
How Do You (Unconventionally) Use ChatGPT?

How Do You (Unconventionally) Use ChatGPT?

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1 min read
Tipos de Aprendizado de Máquina

Tipos de Aprendizado de Máquina

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11 min read
Dev.to chatbot! 🤖

Dev.to chatbot! 🤖

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3 min read
Open Source High-Scale Data Pipeline Platform for Enterprise Data, Analytics, and Machine Learning Applications

Open Source High-Scale Data Pipeline Platform for Enterprise Data, Analytics, and Machine Learning Applications

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2 min read
LangChain: LLMs with Models, Prompts, Parsers

LangChain: LLMs with Models, Prompts, Parsers

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6 min read
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