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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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Wk 2 Experiment Tracking: MLOPs with DataTalks

Wk 2 Experiment Tracking: MLOPs with DataTalks

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6 min read
Machine Learning Roadmap for Beginners ( If you have a Non-CSE background like me😉)

Machine Learning Roadmap for Beginners ( If you have a Non-CSE background like me😉)

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3 min read
Step-by-Step Diffusion: An Elementary Tutorial

Step-by-Step Diffusion: An Elementary Tutorial

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3 min read
What is intent prompting?

What is intent prompting?

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1 min read
From Noise to Art: Building Your First Generative Adversarial Network

From Noise to Art: Building Your First Generative Adversarial Network

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5 min read
Wk 1: MLOPs with DataTalks

Wk 1: MLOPs with DataTalks

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5 min read
Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes

Publicly Shareable Clinical Large Language Model Built on Synthetic Clinical Notes

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4 min read
An Empirical Study of Mamba-based Language Models

An Empirical Study of Mamba-based Language Models

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4 min read
Stencil Computations on AMD and Nvidia Graphics Processors: Performance and Tuning Strategies

Stencil Computations on AMD and Nvidia Graphics Processors: Performance and Tuning Strategies

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4 min read
TextGrad: Automatic Differentiation via Text

TextGrad: Automatic Differentiation via Text

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4 min read
Proofread: Fixes All Errors with One Tap

Proofread: Fixes All Errors with One Tap

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4 min read
HyperFields: Towards Zero-Shot Generation of NeRFs from Text

HyperFields: Towards Zero-Shot Generation of NeRFs from Text

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4 min read
Progress Towards Decoding Visual Imagery via fNIRS

Progress Towards Decoding Visual Imagery via fNIRS

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4 min read
Open Problems in DAOs

Open Problems in DAOs

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4 min read
Understanding Hallucinations in Diffusion Models through Mode Interpolation

Understanding Hallucinations in Diffusion Models through Mode Interpolation

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4 min read
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models

FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models

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4 min read
Fixing CLIP’s Blind Spots: How New Research Tackles AI’s Visual Misinterpretations

Fixing CLIP’s Blind Spots: How New Research Tackles AI’s Visual Misinterpretations

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4 min read
SelfEQ Enhances Visual Grounding with Self-Consistency

SelfEQ Enhances Visual Grounding with Self-Consistency

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3 min read
Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications

Raccoon: Prompt Extraction Benchmark of LLM-Integrated Applications

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4 min read
Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

Autoregressive Model Beats Diffusion: Llama for Scalable Image Generation

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4 min read
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling

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4 min read
Can Language Models Use Forecasting Strategies?

Can Language Models Use Forecasting Strategies?

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4 min read
3D Scene Understanding: Open3DSG’s Open-Vocabulary Approach to Point Clouds

3D Scene Understanding: Open3DSG’s Open-Vocabulary Approach to Point Clouds

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4 min read
Patch-wise Attention Enhances Fine-Grained Visual Recognition

Patch-wise Attention Enhances Fine-Grained Visual Recognition

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5 min read
Can Language Models Serve as Text-Based World Simulators?

Can Language Models Serve as Text-Based World Simulators?

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4 min read
Lukas Höllein on the Challenges and Opportunities of Text-to-3D with “ViewDiff”

Lukas Höllein on the Challenges and Opportunities of Text-to-3D with “ViewDiff”

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5 min read
Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch

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4 min read
Unlearning Traces the Influential Training Data of Language Models

Unlearning Traces the Influential Training Data of Language Models

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5 min read
Rough Set improved Therapy-Based Metaverse Assisting System

Rough Set improved Therapy-Based Metaverse Assisting System

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5 min read
Bridging the Gap: Integrating Responsible AI Practices into Scalable LLMOps for Enterprise Excellence

Bridging the Gap: Integrating Responsible AI Practices into Scalable LLMOps for Enterprise Excellence

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3 min read
AI Revolutionizes Medical Staff Training: Personalized Learning for a Healthier Future

AI Revolutionizes Medical Staff Training: Personalized Learning for a Healthier Future

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5 min read
How I Built an In-Cabin Perception Dataset

How I Built an In-Cabin Perception Dataset

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12 min read
5 Papers on My CVPR 2024 Must-See List!

5 Papers on My CVPR 2024 Must-See List!

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5 min read
Interval Score Matching: Enhancing Fidelity in Text-to-3D Models with LucidDreamer

Interval Score Matching: Enhancing Fidelity in Text-to-3D Models with LucidDreamer

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4 min read
Exploring the World of Generative AI: Key Takeaways

Exploring the World of Generative AI: Key Takeaways

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2 min read
How I Built McDonald’s Drive-Thru: All-AI, All-Local

How I Built McDonald’s Drive-Thru: All-AI, All-Local

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2 min read
Advanced Insights into Automated Data Processing Tools

Advanced Insights into Automated Data Processing Tools

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4 min read
The Transformer Revolution

The Transformer Revolution

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3 min read
BharatGPT: The Next Generation AI Language Model

BharatGPT: The Next Generation AI Language Model

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5 min read
CVPR Pre-Show: Open3DSG: an Open-Vocabulary 3D Scene Graph Generation Method 14:57

CVPR Pre-Show: Open3DSG: an Open-Vocabulary 3D Scene Graph Generation Method

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1 min read
Building an custom chat bot

Building an custom chat bot

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2 min read
AI-Powered Customs Software: Revolutionizing Global Trade

AI-Powered Customs Software: Revolutionizing Global Trade

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1 min read
Introducing Semantic Kernel

Introducing Semantic Kernel

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10 min read
AIoT: Smart Apps in the Age of AI

AIoT: Smart Apps in the Age of AI

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3 min read
Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

Defending Against Alignment-Breaking Attacks via Robustly Aligned LLM

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4 min read
Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

Turbo Sparse: Achieving LLM SOTA Performance with Minimal Activated Parameters

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4 min read
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

Large Language Models for Automated Open-domain Scientific Hypotheses Discovery

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4 min read
What If We Recaption Billions of Web Images with LLaMA-3?

What If We Recaption Billions of Web Images with LLaMA-3?

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5 min read
Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

Toward Autonomous Driving by Musculoskeletal Humanoids: A Study of Developed Hardware and Learning-Based Software

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4 min read
Improve Mathematical Reasoning in Language Models by Automated Process Supervision

Improve Mathematical Reasoning in Language Models by Automated Process Supervision

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4 min read
AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation

AttnDreamBooth: Towards Text-Aligned Personalized Text-to-Image Generation

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3 min read
Discovering Preference Optimization Algorithms with and for Large Language Models

Discovering Preference Optimization Algorithms with and for Large Language Models

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4 min read
Simple DETR Object Detection with Python

Simple DETR Object Detection with Python

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2 min read
Tools and Tool_Choice - Azure GPT4

Tools and Tool_Choice - Azure GPT4

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4 min read
Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

Let’s Build Small AI Buzz, Offer ‘Claim Processing’ to Mid/Big Companies

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2 min read
How to Fool and Avoid Facial Recognition in Public Places

How to Fool and Avoid Facial Recognition in Public Places

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2 min read
Understanding Advanced AI Techniques: RAG, Fine-Tuning, and Beyond

Understanding Advanced AI Techniques: RAG, Fine-Tuning, and Beyond

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4 min read
How Deep Learning Works

How Deep Learning Works

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3 min read
GenAI Arena: An Open Evaluation Platform for Generative Models

GenAI Arena: An Open Evaluation Platform for Generative Models

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3 min read
Towards a Personal Health Large Language Model

Towards a Personal Health Large Language Model

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5 min read
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