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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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Phantasm: A Human Approval Layer For AI Agents

Phantasm: A Human Approval Layer For AI Agents

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1 min read
CoTracker3: A Point Tracker Using Real Videos

CoTracker3: A Point Tracker Using Real Videos

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10 min read
CoTracker3: Enhanced Point Tracking with Less Data

CoTracker3: Enhanced Point Tracking with Less Data

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9 min read
AI Vs ML Vs DL - Art of Possible

AI Vs ML Vs DL - Art of Possible

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1 min read
Reliable Machine Learning: Addressing Questionable Practices in ML Research

Reliable Machine Learning: Addressing Questionable Practices in ML Research

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4 min read
Watermarking Protects Language Models from Misuse and Extraction Attacks

Watermarking Protects Language Models from Misuse and Extraction Attacks

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3 min read
LLMs Know More Than They Show: Intrinsic Representation of Hallucinations Revealed

LLMs Know More Than They Show: Intrinsic Representation of Hallucinations Revealed

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3 min read
Phoneme Fine-Tuning Boosts Speech AI: Simple Technique Unlocks Language Model Potential

Phoneme Fine-Tuning Boosts Speech AI: Simple Technique Unlocks Language Model Potential

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3 min read
Unearthing Universal Feature Geometries: Sparse Autoencoders Reveal Crystal-like and Modular Structures

Unearthing Universal Feature Geometries: Sparse Autoencoders Reveal Crystal-like and Modular Structures

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4 min read
Chain-of-Thought overthinking? When intuition trumps systematic reasoning, step-by-step AI struggles

Chain-of-Thought overthinking? When intuition trumps systematic reasoning, step-by-step AI struggles

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4 min read
Scheduling Languages: Evolution, Present State, and Future Directions

Scheduling Languages: Evolution, Present State, and Future Directions

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4 min read
LLM-Powered Coding: Demystifying AI Agents for Software Engineering

LLM-Powered Coding: Demystifying AI Agents for Software Engineering

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4 min read
Breakthrough in Efficient Transformers: Relaxed Recursive Architecture with Layer-wise LoRA

Breakthrough in Efficient Transformers: Relaxed Recursive Architecture with Layer-wise LoRA

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4 min read
AI Hallucinates Missing Image Details for Better Compression

AI Hallucinates Missing Image Details for Better Compression

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4 min read
Unifying Generative AI: Generator Matching Leverages Markov Processes

Unifying Generative AI: Generator Matching Leverages Markov Processes

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4 min read
Why Rule-based WAFs Can be Easily Bypassed and What is Semantic Analysis Algorithm

Why Rule-based WAFs Can be Easily Bypassed and What is Semantic Analysis Algorithm

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4 min read
The Horrors of AI (Halloween Edition 🎃)

The Horrors of AI (Halloween Edition 🎃)

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6 min read
Building ErgoVision: A Developer's Journey in AI Safety

Building ErgoVision: A Developer's Journey in AI Safety

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2 min read
How AI Smart Search Delivers Contextual Results for Nonprofit Websites?

How AI Smart Search Delivers Contextual Results for Nonprofit Websites?

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6 min read
LLMs Powering Smart Expert Systems: Text Classification Breakthrough

LLMs Powering Smart Expert Systems: Text Classification Breakthrough

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4 min read
Expert Specialists Excel at Memorization While Generalists Reason Better

Expert Specialists Excel at Memorization While Generalists Reason Better

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3 min read
Large Language Models Mirror Creators' Ideological Biases, Raising Crucial Ethical Concerns

Large Language Models Mirror Creators' Ideological Biases, Raising Crucial Ethical Concerns

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4 min read
Transformer model scales weather forecasting skill with minimal architecture changes

Transformer model scales weather forecasting skill with minimal architecture changes

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3 min read
Uncovering Bias in AI: Detecting Hidden Prejudices in Large Language Models

Uncovering Bias in AI: Detecting Hidden Prejudices in Large Language Models

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4 min read
Logical Chains for Faithful Knowledge-Graph Reasoning

Logical Chains for Faithful Knowledge-Graph Reasoning

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4 min read
Impressions from Machine Learning Conference – Munich, June 2023

Impressions from Machine Learning Conference – Munich, June 2023

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15 min read
Deploying a complete machine learning fraud detection solution using Amazon SageMaker

Deploying a complete machine learning fraud detection solution using Amazon SageMaker

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5 min read
My Developer Resolutions for 2025

My Developer Resolutions for 2025

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3 min read
From Human to Machine

From Human to Machine

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5 min read
Navigating Bias and Variance: Lessons from Learning to Ride a Bike

Navigating Bias and Variance: Lessons from Learning to Ride a Bike

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2 min read
Breakthrough in AI Memory: Endowing Language Models with Human-like Episodic Recall

Breakthrough in AI Memory: Endowing Language Models with Human-like Episodic Recall

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4 min read
Unlocking Search Relevance: Large Language Models Power Pinterest Discovery

Unlocking Search Relevance: Large Language Models Power Pinterest Discovery

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5 min read
Google’s Project Jarvis, A Revolutionary Step Towards Automated Web Browsing

Google’s Project Jarvis, A Revolutionary Step Towards Automated Web Browsing

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2 min read
The World’s 1st Completely Free Face Recognition SDK for Windows and Linux

The World’s 1st Completely Free Face Recognition SDK for Windows and Linux

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7 min read
Breaking Memory Limits: Supercharge Contrastive Learning with Near Infinite Batch Sizes

Breaking Memory Limits: Supercharge Contrastive Learning with Near Infinite Batch Sizes

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3 min read
Post-training layer scaling technique LiNeS prevents forgetting, enhances model merging

Post-training layer scaling technique LiNeS prevents forgetting, enhances model merging

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4 min read
Fiber Optic Bundles Miniaturize Vision-Based Tactile Sensors for Compact Robotics

Fiber Optic Bundles Miniaturize Vision-Based Tactile Sensors for Compact Robotics

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3 min read
What Causes "Bad Days" for Software Developers? New Study Reveals Key Factors

What Causes "Bad Days" for Software Developers? New Study Reveals Key Factors

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4 min read
Uncovering AI Hacking Tactics: New Honeypot Monitors Large Language Model Threats

Uncovering AI Hacking Tactics: New Honeypot Monitors Large Language Model Threats

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3 min read
Fundamentals of ML, DL, and GEN AI

Fundamentals of ML, DL, and GEN AI

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4 min read
Implementing a Perceptron from Scratch in Python

Implementing a Perceptron from Scratch in Python

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3 min read
Best Practices for Choosing an LLM for AI Applications

Best Practices for Choosing an LLM for AI Applications

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2 min read
New Algorithm Discovers Multiple Optimal Solutions for Complex Optimization Problems

New Algorithm Discovers Multiple Optimal Solutions for Complex Optimization Problems

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3 min read
Harnessing AI for Healthcare: A Primer on Leveraging Language Models

Harnessing AI for Healthcare: A Primer on Leveraging Language Models

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4 min read
Reducing Delivery Times and Costs: How Machine Learning Optimizes Delivery Routes Efficiently

Reducing Delivery Times and Costs: How Machine Learning Optimizes Delivery Routes Efficiently

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3 min read
Hacktoberfest Conclusion: Hugging Face Finale!

Hacktoberfest Conclusion: Hugging Face Finale!

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3 min read
What is Fine-Tuning in Machine Learning? A Beginner’s Guide

What is Fine-Tuning in Machine Learning? A Beginner’s Guide

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3 min read
Recapping the AI, Machine Learning and Computer Meetup — October 24, 2024

Recapping the AI, Machine Learning and Computer Meetup — October 24, 2024

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6 min read
Efficient 3D Point Cloud Compression with Bits-Back Deep Coding

Efficient 3D Point Cloud Compression with Bits-Back Deep Coding

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3 min read
Synthetic Data's Risks & Rewards: Managing Model Collapse in Self-Generating AI

Synthetic Data's Risks & Rewards: Managing Model Collapse in Self-Generating AI

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3 min read
Program Transformers with ALTA: Compiling Algorithms to Model Weights

Program Transformers with ALTA: Compiling Algorithms to Model Weights

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4 min read
Optimizing Machine Learning Models: Comparing Grid Search, Randomized Search, and Optuna

Optimizing Machine Learning Models: Comparing Grid Search, Randomized Search, and Optuna

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7 min read
How to Choose the Best Embedding Model for Your LLM Application

How to Choose the Best Embedding Model for Your LLM Application

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5 min read
A Beginner’s Guide to Choosing the Right Machine Learning Model

A Beginner’s Guide to Choosing the Right Machine Learning Model

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4 min read
From Web Developer to Machine Learning Engineer: A Transformational Journey to Boost Your Career

From Web Developer to Machine Learning Engineer: A Transformational Journey to Boost Your Career

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4 min read
Eye Blinking and Lip Sync for Animal Images Using AI in Python

Eye Blinking and Lip Sync for Animal Images Using AI in Python

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1 min read
LLM Reasoning Tested via 3-SAT Phase Transitions: Insights into Strengths and Limitations

LLM Reasoning Tested via 3-SAT Phase Transitions: Insights into Strengths and Limitations

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4 min read
Extracting Sensitive Data via Remote Timing Attacks on Efficient Language Models

Extracting Sensitive Data via Remote Timing Attacks on Efficient Language Models

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4 min read
LLMs vs Humans: Assessing the Impact of Advanced AI Systems on Jobs and Human-AI Collaboration

LLMs vs Humans: Assessing the Impact of Advanced AI Systems on Jobs and Human-AI Collaboration

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4 min read
GPU-Accelerated Regional Traffic Simulation at Massive Scale with LPSim

GPU-Accelerated Regional Traffic Simulation at Massive Scale with LPSim

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3 min read
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