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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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Can Refusal Training Help LLMs Master Irregular Past Tense Verbs?

Can Refusal Training Help LLMs Master Irregular Past Tense Verbs?

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3 min read
Neural Networks Gain Surprising Benefits from Self-Modeling, Enhancing Performance & Robustness

Neural Networks Gain Surprising Benefits from Self-Modeling, Enhancing Performance & Robustness

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4 min read
Defining Biases and Disparities: A Causal Framework for Rigorous Study

Defining Biases and Disparities: A Causal Framework for Rigorous Study

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3 min read
Temperature-Scaled Boltzmann Influence Functions Estimate Predictive Uncertainty Efficiently

Temperature-Scaled Boltzmann Influence Functions Estimate Predictive Uncertainty Efficiently

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4 min read
EdgeSAM: Bringing Segment Anything Model (SAM) to Edge Devices through Prompt-Based Distillation

EdgeSAM: Bringing Segment Anything Model (SAM) to Edge Devices through Prompt-Based Distillation

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4 min read
Unleash 3D Image Editing: Multifaceted Edits with 3D-GOI on Multiple Objects

Unleash 3D Image Editing: Multifaceted Edits with 3D-GOI on Multiple Objects

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4 min read
How to Build a Machine Learning Model in Rust

How to Build a Machine Learning Model in Rust

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2 min read
Mathematics for Machine Learning - Day 14

Mathematics for Machine Learning - Day 14

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Mathematics for Machine Learning - Day 3

Mathematics for Machine Learning - Day 3

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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
Why AI Can’t Replace Programmers: The Limits of Machine Learning

Why AI Can’t Replace Programmers: The Limits of Machine Learning

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6 min read
Unleashing AI for Autonomous Cloud Orchestration: Challenges and Principles

Unleashing AI for Autonomous Cloud Orchestration: Challenges and Principles

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4 min read
BRIGHT: New Text Retrieval Benchmark Requiring Intensive Reasoning to Identify Relevant Documents

BRIGHT: New Text Retrieval Benchmark Requiring Intensive Reasoning to Identify Relevant Documents

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4 min read
Gen AI Applications in Software Product Engineering

Gen AI Applications in Software Product Engineering

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3 min read
Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

Future Events as Backdoor Triggers: Investigating Temporal Vulnerabilities in LLMs

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3 min read
Machine Learning with Spark and Groovy

Machine Learning with Spark and Groovy

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4 min read
AI Can Be Trained, Not Tamed: The Power and Perils of Machine Learning

AI Can Be Trained, Not Tamed: The Power and Perils of Machine Learning

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3 min read
Handling Missing Values || Feature Engineering || Machine Learning (Part1)

Handling Missing Values || Feature Engineering || Machine Learning (Part1)

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4 min read
Cardiac Disease Detection using ML

Cardiac Disease Detection using ML

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Fully Sparsely-Activated Large Language Models with 99% Activation Sparsity

Fully Sparsely-Activated Large Language Models with 99% Activation Sparsity

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Fine-tuning LLAMA 3 for Text Classification with Limited Resources

Fine-tuning LLAMA 3 for Text Classification with Limited Resources

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AI Tiebreaker: Evaluating Chess Grandmaster Moves with Powerful Chess AI

AI Tiebreaker: Evaluating Chess Grandmaster Moves with Powerful Chess AI

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4 min read
Large Language Models Exhibit Human-like Content Effects in Logical Reasoning

Large Language Models Exhibit Human-like Content Effects in Logical Reasoning

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4 min read
Unlocking Logical Reasoning in Large Language Models via Probabilistic Integration

Unlocking Logical Reasoning in Large Language Models via Probabilistic Integration

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3 min read
Personalize Videos with PoseCrafter: One-Shot Flexible Pose Synthesis

Personalize Videos with PoseCrafter: One-Shot Flexible Pose Synthesis

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4 min read
Tweak Language Model Behavior with Surgical Parameter Editing

Tweak Language Model Behavior with Surgical Parameter Editing

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5 min read
Long Context AI Revolution: Granite Models Crack 128K Context Barrier

Long Context AI Revolution: Granite Models Crack 128K Context Barrier

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4 min read
Linear Representation of Concepts in Large Language Models: A Geometric Perspective

Linear Representation of Concepts in Large Language Models: A Geometric Perspective

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4 min read
Mathematics for Machine Learning - Day 12

Mathematics for Machine Learning - Day 12

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3 min read
Computer Vision Meetup: Deep Dive into Responsible and Unbiased GenAI 22:06

Computer Vision Meetup: Deep Dive into Responsible and Unbiased GenAI

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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?

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Efficient Dynamic 3D Scene Reconstruction via Adaptive Gaussian Splatting

Efficient Dynamic 3D Scene Reconstruction via Adaptive Gaussian Splatting

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5 min read
Tech AI Fridays 00:34

Tech AI Fridays

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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

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

Understanding PEMDAS: The Order of Operations in Mathematics

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In Austin this weekend? Join the AI Community Hackathon!

In Austin this weekend? Join the AI Community Hackathon!

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

The Role of Polynomials in Machine Learning and Data Science

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2 min read
Let’s Build AI Agent From Scratch

Let’s Build AI Agent From Scratch

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2 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

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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

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

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

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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'

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5 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

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

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

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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

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4 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

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

Field-Deployed MARL for Dynamic Variable Speed Limit Optimization

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

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

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

Model Openness Framework: Enhancing Transparency and Reproducibility in Generative AI

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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

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4 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

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4 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

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

Context Augmented Retrieval: Boosting LLM Performance with Efficient Information Retrieval

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1 min read
Segment CT Scans with NVIDIA's VISTA-3D Model 00:45

Segment CT Scans with NVIDIA's VISTA-3D Model

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Exploring Text Preprocessing Techniques in Natural Language Processing

Exploring Text Preprocessing Techniques in Natural Language Processing

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2 min read
Mathematics for Machine Learning - Day 10

Mathematics for Machine Learning - Day 10

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6 min read
Vision language models are blind

Vision language models are blind

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4 min read
Is GPT-4 conscious?

Is GPT-4 conscious?

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4 min read
The 1 Principle to Build Regular Equivariant CNNs

The 1 Principle to Build Regular Equivariant CNNs

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6 min read
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