DEV Community

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.

Posts

👋 Sign in for the ability to sort posts by relevant, latest, or top.
GPT-4o mini: compact and powerful?

GPT-4o mini: compact and powerful?

6
1 min read
Exploring Generative Adversarial Networks (GANs)

Exploring Generative Adversarial Networks (GANs)

5
4 min read
Efficient Dynamic 3D Scene Reconstruction via Adaptive Gaussian Splatting

Efficient Dynamic 3D Scene Reconstruction via Adaptive Gaussian Splatting

5 min read
Understanding Retrieval-Augmented Generation (RAG): Is This the End of Traditional Information Retrieval?

Understanding Retrieval-Augmented Generation (RAG): Is This the End of Traditional Information Retrieval?

1 min read
Predictive Maintenance in the Upstream Sector: Implementing Machine Learning with Flask

Predictive Maintenance in the Upstream Sector: Implementing Machine Learning with Flask

2 min read
Supercharging LLMs: RoT Fuses Language Models with Decision Tree Search to Boost Reasoning Power

Supercharging LLMs: RoT Fuses Language Models with Decision Tree Search to Boost Reasoning Power

3 min read
Mathematics for Machine Learning - Day 12

Mathematics for Machine Learning - Day 12

3 min read
Tech AI Fridays 00:34

Tech AI Fridays

1
1 min read
Understanding PEMDAS: The Order of Operations in Mathematics

Understanding PEMDAS: The Order of Operations in Mathematics

1
1 min read
The Role of Polynomials in Machine Learning and Data Science

The Role of Polynomials in Machine Learning and Data Science

2 min read
Voxel51 Filtered Views Newsletter - July 19, 2024

Voxel51 Filtered Views Newsletter - July 19, 2024

3 min read
Artificial Intelligence and Linguistics: Generative AI

Artificial Intelligence and Linguistics: Generative AI

1
3 min read
Evaluating Language Models as Comedy Support Tools: Humor Alignment with Professional Comedians

Evaluating Language Models as Comedy Support Tools: Humor Alignment with Professional Comedians

4 min read
Here's a concise, click-generating factual title for the research paper summary, within 128 characters: "Bidirectional Neuron M

Here's a concise, click-generating factual title for the research paper summary, within 128 characters: "Bidirectional Neuron M

4 min read
"LLMs Unlock Mathematical Discovery: New Method Outperforms Traditional Symbolic Regression"

"LLMs Unlock Mathematical Discovery: New Method Outperforms Traditional Symbolic Regression"

4 min read
Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit'

Investigating Wit, Creativity, and Detectability of Large Language Models in Domain-Specific Writing Style Adaptation of Reddit'

5 min read
The Importance of Mathematics and Physics in Machine Learning and Data Science

The Importance of Mathematics and Physics in Machine Learning and Data Science

2 min read
New Challenging "WildDeepfake" Dataset Tests Limits of Deepfake Detection Models

New Challenging "WildDeepfake" Dataset Tests Limits of Deepfake Detection Models

4 min read
Simple Next-Token Predictors are Powerful Universal Learners, Challenging Complexity Assumptions of Large Language Models

Simple Next-Token Predictors are Powerful Universal Learners, Challenging Complexity Assumptions of Large Language Models

4 min read
Field-Deployed MARL for Dynamic Variable Speed Limit Optimization

Field-Deployed MARL for Dynamic Variable Speed Limit Optimization

3 min read
Drag Your Way to Photorealistic Image Manipulation: Interactive Point-based GAN Control

Drag Your Way to Photorealistic Image Manipulation: Interactive Point-based GAN Control

5 min read
Unlocking AI's Compositional Generalization: Skills-in-Context Boosts Language Model Performance

Unlocking AI's Compositional Generalization: Skills-in-Context Boosts Language Model Performance

5 min read
Open-Source AI Tools: Opportunities and Challenges in Model Replication and Certification

Open-Source AI Tools: Opportunities and Challenges in Model Replication and Certification

4 min read
Model Openness Framework: Enhancing Transparency and Reproducibility in Generative AI

Model Openness Framework: Enhancing Transparency and Reproducibility in Generative AI

5 min read
xLSTM-UNet: Advanced AI Model Outperforms ViM-UNet in Medical Image Segmentation

xLSTM-UNet: Advanced AI Model Outperforms ViM-UNet in Medical Image Segmentation

4 min read
Context Augmented Retrieval: Boosting LLM Performance with Efficient Information Retrieval

Context Augmented Retrieval: Boosting LLM Performance with Efficient Information Retrieval

1 min read
Auto-Tuning HIP: Boosting Performance on AMD and Nvidia GPUs, Challenges Unveiled

Auto-Tuning HIP: Boosting Performance on AMD and Nvidia GPUs, Challenges Unveiled

1
3 min read
Descomplicando Estatística part. 1

Descomplicando Estatística part. 1

10
6 min read
New AI Approach Tackles Misalignment in Text-to-Image Generation

New AI Approach Tackles Misalignment in Text-to-Image Generation

1
4 min read
Use Guardrails for safeguarding generative AI applications built using custom or third-party models

Use Guardrails for safeguarding generative AI applications built using custom or third-party models

4
8 min read
Deep Learning Mastery: Key Concepts and Transformations in Image Processing

Deep Learning Mastery: Key Concepts and Transformations in Image Processing

20 min read
Alpha-Beta Pruning in Artificial Intelligence

Alpha-Beta Pruning in Artificial Intelligence

3 min read
Mathematics for Machine Learning - Day 11

Mathematics for Machine Learning - Day 11

2
3 min read
In Austin this weekend? Join the AI Community Hackathon!

In Austin this weekend? Join the AI Community Hackathon!

1 min read
Mastering SQL Joins and Unions: Integrate Data for Incredible Insights

Mastering SQL Joins and Unions: Integrate Data for Incredible Insights

6 min read
Let’s Build AI Agent From Scratch

Let’s Build AI Agent From Scratch

1
2 min read
The 1 Principle to Build Regular Equivariant CNNs

The 1 Principle to Build Regular Equivariant CNNs

1
6 min read
Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency

Large Models of What? Mistaking Engineering Achievements for Human Linguistic Agency

4 min read
Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

Reducing the Filtering Effect in Public School Admissions: A Bias-aware Analysis for Targeted Interventions

4 min read
Parametric Matrix Models

Parametric Matrix Models

4 min read
Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?

4 min read
Accuracy is Not All You Need

Accuracy is Not All You Need

4 min read
Vision language models are blind

Vision language models are blind

4 min read
Qwen2 Technical Report

Qwen2 Technical Report

4 min read
Backpropagation through space, time, and the brain

Backpropagation through space, time, and the brain

3 min read
Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

Learning to Break Deep Perceptual Hashing: The Use Case NeuralHash

4 min read
AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models

AutoBencher: Creating Salient, Novel, Difficult Datasets for Language Models

3 min read
xLSTMTime : Long-term Time Series Forecasting With xLSTM

xLSTMTime : Long-term Time Series Forecasting With xLSTM

4 min read
An AI's Dream: A Narrative of Hope and Aspiration

An AI's Dream: A Narrative of Hope and Aspiration

2 min read
Harnessing Machine Learning for Advanced Data Analytics

Harnessing Machine Learning for Advanced Data Analytics

1
5 min read
Digital Pioneer.

Digital Pioneer.

1 min read
Integration of Artificial Intelligence and Machine Learning in Cloud Security

Integration of Artificial Intelligence and Machine Learning in Cloud Security

5 min read
Mathematics for Machine Learning

Mathematics for Machine Learning

1
5 min read
Can ChatGPT Pass a Theory of Computing Course?

Can ChatGPT Pass a Theory of Computing Course?

4 min read
Human-in-the-Loop Visual Re-ID for Population Size Estimation

Human-in-the-Loop Visual Re-ID for Population Size Estimation

4 min read
Transformer Layers as Painters

Transformer Layers as Painters

3 min read
WildGaussians: 3D Gaussian Splatting in the Wild

WildGaussians: 3D Gaussian Splatting in the Wild

3 min read
Adapting Large Language Models via Reading Comprehension

Adapting Large Language Models via Reading Comprehension

4 min read
TurboTLS: TLS connection establishment with 1 less round trip

TurboTLS: TLS connection establishment with 1 less round trip

5 min read
UNSAT Solver Synthesis via Monte Carlo Forest Search

UNSAT Solver Synthesis via Monte Carlo Forest Search

4 min read
loading...