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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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LangChain: LLMs with Models, Prompts, Parsers

LangChain: LLMs with Models, Prompts, Parsers

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6 min read
Why Are Enterprises Adopting Agentic RAG?

Why Are Enterprises Adopting Agentic RAG?

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2 min read
Machine Learning Models: Linear Regression

Machine Learning Models: Linear Regression

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8 min read
Architecture of Neural Networks

Architecture of Neural Networks

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6 min read
History of Math & Machine Learning

History of Math & Machine Learning

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8 min read
Train, Dev and Test Sets

Train, Dev and Test Sets

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2 min read
The 6 Best Machine Learning APIs 2024

The 6 Best Machine Learning APIs 2024

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7 min read
Fewer Truncations Improve Language Modeling

Fewer Truncations Improve Language Modeling

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4 min read
A Careful Examination of Large Language Model Performance on Grade School Arithmetic

A Careful Examination of Large Language Model Performance on Grade School Arithmetic

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5 min read
Scalable network reconstruction in subquadratic time

Scalable network reconstruction in subquadratic time

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3 min read
Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks

Neural Exec: Learning (and Learning from) Execution Triggers for Prompt Injection Attacks

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3 min read
Chronos: Learning the Language of Time Series

Chronos: Learning the Language of Time Series

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3 min read
Mixture-of-Linear-Experts for Long-term Time Series Forecasting

Mixture-of-Linear-Experts for Long-term Time Series Forecasting

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4 min read
Uncovering the Metaverse within Everyday Environments: a Coarse-to-Fine Approach

Uncovering the Metaverse within Everyday Environments: a Coarse-to-Fine Approach

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3 min read
Retrieval-Augmented Score Distillation for Text-to-3D Generation

Retrieval-Augmented Score Distillation for Text-to-3D Generation

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4 min read
Capabilities of Gemini Models in Medicine

Capabilities of Gemini Models in Medicine

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4 min read
A Watermark for Large Language Models

A Watermark for Large Language Models

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4 min read
The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset

The Shape of Money Laundering: Subgraph Representation Learning on the Blockchain with the Elliptic2 Dataset

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4 min read
Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land

Alice's Adventures in a Differentiable Wonderland -- Volume I, A Tour of the Land

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4 min read
Build your own AI ChatBot on your machine

Build your own AI ChatBot on your machine

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4 min read
DeepRacer-for-Cloud v5.2.2 now available with new real-time training metrics

DeepRacer-for-Cloud v5.2.2 now available with new real-time training metrics

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4 min read
Demystifying Heuristic Search Algorithms

Demystifying Heuristic Search Algorithms

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5 min read
Recapping the AI, Machine Learning and Data Science Meetup — May 2, 2024

Recapping the AI, Machine Learning and Data Science Meetup — May 2, 2024

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5 min read
Computer Vision Meetup: Who needs RLHF When You Have SFT? 30:36

Computer Vision Meetup: Who needs RLHF When You Have SFT?

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1 min read
Computer Vision Meetup: Making LLMs Safe & Reliable 31:54

Computer Vision Meetup: Making LLMs Safe & Reliable

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1 min read
Computer Vision Meetup: Develop a Legal Search Application from Scratch using Milvus and DSPy! 19:57

Computer Vision Meetup: Develop a Legal Search Application from Scratch using Milvus and DSPy!

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1 min read
Building a Trader Bot with Sentiment Analysis: A Step-by-Step Guide

Building a Trader Bot with Sentiment Analysis: A Step-by-Step Guide

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3 min read
Visualize Objectron Dataset

Visualize Objectron Dataset

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2 min read
What are Neural Networks? Deep Learning Explained for Beginners

What are Neural Networks? Deep Learning Explained for Beginners

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3 min read
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

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4 min read
GenCast: Diffusion-based ensemble forecasting for medium-range weather

GenCast: Diffusion-based ensemble forecasting for medium-range weather

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3 min read
KAN: Kolmogorov-Arnold Networks

KAN: Kolmogorov-Arnold Networks

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4 min read
Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input

Where on Earth Do Users Say They Are?: Geo-Entity Linking for Noisy Multilingual User Input

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4 min read
Eureka: Human-Level Reward Design via Coding Large Language Models

Eureka: Human-Level Reward Design via Coding Large Language Models

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4 min read
Training-free Graph Neural Networks and the Power of Labels as Features

Training-free Graph Neural Networks and the Power of Labels as Features

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4 min read
Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

Towards Dog Bark Decoding: Leveraging Human Speech Processing for Automated Bark Classification

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3 min read
Deepfake detection by FacePlugin-Safeguarding Remote Onboarding

Deepfake detection by FacePlugin-Safeguarding Remote Onboarding

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1 min read
Better & Faster Large Language Models via Multi-token Prediction

Better & Faster Large Language Models via Multi-token Prediction

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4 min read
Thousands of AI Authors on the Future of AI

Thousands of AI Authors on the Future of AI

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3 min read
Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

Retroformer: Retrospective Large Language Agents with Policy Gradient Optimization

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3 min read
Predicting SSH keys in Open SSH Memory dumps

Predicting SSH keys in Open SSH Memory dumps

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4 min read
Machine Learning : Things you don't know yet !!!

Machine Learning : Things you don't know yet !!!

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2 min read
A question about LLP,NLP or whatever

A question about LLP,NLP or whatever

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1 min read
How to use LLMs: Summarize long documents

How to use LLMs: Summarize long documents

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5 min read
5 Open Source Large Language Models APIs for Developers

5 Open Source Large Language Models APIs for Developers

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10 min read
May 8, 2024 AI, Machine Learning and Computer Vision Meetup

May 8, 2024 AI, Machine Learning and Computer Vision Meetup

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3 min read
FinWise: Your AI-Powered Financial Advisor 🌟

FinWise: Your AI-Powered Financial Advisor 🌟

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2 min read
A complete beginner's guide to using the Face-To-Many model on Replicate

A complete beginner's guide to using the Face-To-Many model on Replicate

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3 min read
A complete beginner's guide to using the Real-Esrgan model on Replicate

A complete beginner's guide to using the Real-Esrgan model on Replicate

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2 min read
A beginner's guide to using Face-To-Many on Replicate

A beginner's guide to using Face-To-Many on Replicate

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3 min read
Machine Learning: Day 2

Machine Learning: Day 2

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2 min read
Iterative Reasoning Preference Optimization

Iterative Reasoning Preference Optimization

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4 min read
Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

Beyond A*: Better Planning with Transformers via Search Dynamics Bootstrapping

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4 min read
Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

Nightshade: Prompt-Specific Poisoning Attacks on Text-to-Image Generative Models

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4 min read
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models

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4 min read
DoRA: Weight-Decomposed Low-Rank Adaptation

DoRA: Weight-Decomposed Low-Rank Adaptation

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4 min read
InstructEdit: Instruction-based Knowledge Editing for Large Language Models

InstructEdit: Instruction-based Knowledge Editing for Large Language Models

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4 min read
RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

RAGCache: Efficient Knowledge Caching for Retrieval-Augmented Generation

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4 min read
Building a Large Japanese Web Corpus for Large Language Models

Building a Large Japanese Web Corpus for Large Language Models

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3 min read
Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos

Tunnel Try-on: Excavating Spatial-temporal Tunnels for High-quality Virtual Try-on in Videos

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3 min read
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