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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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Chronos: Learning the Language of Time Series

Chronos: Learning the Language of Time Series

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3 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
Generative AI: Novice Guide to Transformers

Generative AI: Novice Guide to Transformers

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4 min read
How paranoid is it to not use facial recognition on an Iphone?

How paranoid is it to not use facial recognition on an Iphone?

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2 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
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
Computer Vision Meetup: Making LLMs Safe & Reliable 31:54

Computer Vision Meetup: Making LLMs Safe & Reliable

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1 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
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
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
KAN: Kolmogorov-Arnold Networks

KAN: Kolmogorov-Arnold Networks

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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
Predicting SSH keys in Open SSH Memory dumps

Predicting SSH keys in Open SSH Memory dumps

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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
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
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
BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

BlenderAlchemy: Editing 3D Graphics with Vision-Language Models

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4 min read
Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps

Fine-tune your first large language model (LLM) with LoRA, llama.cpp, and KitOps in 5 easy steps

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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
Single Page Applications (SPAs) vs. Multi-Page Applications (MPAs). Navigating the Web App Landscape

Single Page Applications (SPAs) vs. Multi-Page Applications (MPAs). Navigating the Web App Landscape

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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
Cross-validation in Machine Learning

Cross-validation in Machine Learning

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4 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
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 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 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
Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

Eyes Wide Shut? Exploring the Visual Shortcomings of Multimodal LLMs

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3 min read
Iterative Reasoning Preference Optimization

Iterative Reasoning Preference Optimization

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4 min read
AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

AdvPrompter: Fast Adaptive Adversarial Prompting for LLMs

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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
Neural-Symbolic Recursive Machine for Systematic Generalization

Neural-Symbolic Recursive Machine for Systematic Generalization

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4 min read
Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

Layered and Staged Monte Carlo Tree Search for SMT Strategy Synthesis

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4 min read
Kosmos-G: Generating Images in Context with Multimodal Large Language Models

Kosmos-G: Generating Images in Context with Multimodal Large Language Models

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5 min read
Extending Llama-3's Context Ten-Fold Overnight

Extending Llama-3's Context Ten-Fold Overnight

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4 min read
CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

CharacterFactory: Sampling Consistent Characters with GANs for Diffusion Models

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4 min read
Relay Mining: Incentivizing Full Non-Validating Nodes Servicing All RPC Types

Relay Mining: Incentivizing Full Non-Validating Nodes Servicing All RPC Types

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4 min read
Make Your LLM Fully Utilize the Context

Make Your LLM Fully Utilize the Context

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4 min read
Step Differences in Instructional Video

Step Differences in Instructional Video

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4 min read
Benchmarking Benchmark Leakage in Large Language Models

Benchmarking Benchmark Leakage in Large Language Models

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4 min read
EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

EyeFormer: Predicting Personalized Scanpaths with Transformer-Guided Reinforcement Learning

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5 min read
Relational Graph Convolutional Networks for Sentiment Analysis

Relational Graph Convolutional Networks for Sentiment Analysis

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5 min read
Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

Replacing Judges with Juries: Evaluating LLM Generations with a Panel of Diverse Models

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4 min read
LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

LDB: A Large Language Model Debugger via Verifying Runtime Execution Step-by-step

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4 min read
Paint by Inpaint: Learning to Add Image Objects by Removing Them First

Paint by Inpaint: Learning to Add Image Objects by Removing Them First

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4 min read
DressCode: Autoregressively Sewing and Generating Garments from Text Guidance

DressCode: Autoregressively Sewing and Generating Garments from Text Guidance

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3 min read
Learning Performance-Improving Code Edits

Learning Performance-Improving Code Edits

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4 min read
Benchmarking Mobile Device Control Agents across Diverse Configurations

Benchmarking Mobile Device Control Agents across Diverse Configurations

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4 min read
Breaking News: AWS Bedrock Lands in Sydney

Breaking News: AWS Bedrock Lands in Sydney

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2 min read
Vector Databases Are the Base of RAG Retrieval

Vector Databases Are the Base of RAG Retrieval

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6 min read
What Machine Learning Can Do: A Complete Guide To Learn What It Is And How It Works

What Machine Learning Can Do: A Complete Guide To Learn What It Is And How It Works

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6 min read
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