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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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An Image is Worth 32 Tokens for Reconstruction and Generation
mikeyoung44 profile

An Image is Worth 32 Tokens for Reconstruction and Generation

#machinelearning #ai #beginners #datascience
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4 min read
VideoPrism: A Foundational Visual Encoder for Video Understanding
mikeyoung44 profile

VideoPrism: A Foundational Visual Encoder for Video Understanding

#machinelearning #ai #beginners #datascience
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4 min read
An Interactive Agent Foundation Model
mikeyoung44 profile

An Interactive Agent Foundation Model

#machinelearning #ai #beginners #datascience
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3 min read
Transparent Image Layer Diffusion using Latent Transparency
mikeyoung44 profile

Transparent Image Layer Diffusion using Latent Transparency

#machinelearning #ai #beginners #datascience
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3 min read
Foundation Models for Time Series Analysis: A Tutorial and Survey
mikeyoung44 profile

Foundation Models for Time Series Analysis: A Tutorial and Survey

#machinelearning #ai #beginners #datascience
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4 min read
StreamBench: Towards Benchmarking Continuous Improvement of Language Agents
mikeyoung44 profile

StreamBench: Towards Benchmarking Continuous Improvement of Language Agents

#machinelearning #ai #beginners #datascience
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4 min read
StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images
mikeyoung44 profile

StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images

#machinelearning #ai #beginners #datascience
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3 min read
Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference
mikeyoung44 profile

Inference via Interpolation: Contrastive Representations Provably Enable Planning and Inference

#machinelearning #ai #beginners #datascience
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4 min read
Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models
mikeyoung44 profile

Neural Thermodynamic Integration: Free Energies from Energy-based Diffusion Models

#machinelearning #ai #beginners #datascience
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4 min read
State-Compute Replication: Parallelizing High-Speed Stateful Packet Processing
mikeyoung44 profile

State-Compute Replication: Parallelizing High-Speed Stateful Packet Processing

#machinelearning #ai #beginners #datascience
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4 min read
Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice
mikeyoung44 profile

Social Norms in Cinema: A Cross-Cultural Analysis of Shame, Pride and Prejudice

#machinelearning #ai #beginners #datascience
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4 min read
Large language models surpass human experts in predicting neuroscience results
mikeyoung44 profile

Large language models surpass human experts in predicting neuroscience results

#machinelearning #ai #beginners #datascience
1
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4 min read
Chain-of-Thought Unfaithfulness as Disguised Accuracy
mikeyoung44 profile

Chain-of-Thought Unfaithfulness as Disguised Accuracy

#machinelearning #ai #beginners #datascience
1
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4 min read
Jellyfish: A Large Language Model for Data Preprocessing
mikeyoung44 profile

Jellyfish: A Large Language Model for Data Preprocessing

#machinelearning #ai #beginners #datascience
2
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4 min read
MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data
mikeyoung44 profile

MindEye2: Shared-Subject Models Enable fMRI-To-Image With 1 Hour of Data

#machinelearning #ai #beginners #datascience
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4 min read
Large Language Models Are Zero-Shot Time Series Forecasters
mikeyoung44 profile

Large Language Models Are Zero-Shot Time Series Forecasters

#machinelearning #ai #beginners #datascience
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4 min read
Refusal in Language Models Is Mediated by a Single Direction
mikeyoung44 profile

Refusal in Language Models Is Mediated by a Single Direction

#machinelearning #ai #beginners #datascience
1
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3 min read
Should AI Optimize Your Code? A Comparative Study of Current Large Language Models Versus Classical Optimizing Compilers
mikeyoung44 profile

Should AI Optimize Your Code? A Comparative Study of Current Large Language Models Versus Classical Optimizing Compilers

#machinelearning #ai #beginners #datascience
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4 min read
LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing
mikeyoung44 profile

LLAMAFUZZ: Large Language Model Enhanced Greybox Fuzzing

#machinelearning #ai #beginners #datascience
1
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4 min read
garak: A Framework for Security Probing Large Language Models
mikeyoung44 profile

garak: A Framework for Security Probing Large Language Models

#machinelearning #ai #beginners #datascience
1
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4 min read
Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation
mikeyoung44 profile

Joint Audio and Symbolic Conditioning for Temporally Controlled Text-to-Music Generation

#machinelearning #ai #beginners #datascience
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4 min read
A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges
mikeyoung44 profile

A Survey of Large Language Models for Financial Applications: Progress, Prospects and Challenges

#machinelearning #ai #beginners #datascience
1
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6 min read
A Survey on In-context Learning
mikeyoung44 profile

A Survey on In-context Learning

#machinelearning #ai #beginners #datascience
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4 min read
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models
mikeyoung44 profile

Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models

#machinelearning #ai #beginners #datascience
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4 min read
Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited
mikeyoung44 profile

Where there's a will there's a way: ChatGPT is used more for science in countries where it is prohibited

#machinelearning #ai #beginners #datascience
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3 min read
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