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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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Mixture of A Million Experts

Mixture of A Million Experts

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3 min read
AI Agents That Matter

AI Agents That Matter

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3 min read
Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

Abide by the Law and Follow the Flow: Conservation Laws for Gradient Flows

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4 min read
OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

OpenDiLoCo: An Open-Source Framework for Globally Distributed Low-Communication Training

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3 min read
Which algorithm to select in sports timetabling?

Which algorithm to select in sports timetabling?

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4 min read
Distilling System 2 into System 1

Distilling System 2 into System 1

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4 min read
The Reason behind Good or Bad: Towards a Better Mathematical Verifier with Natural Language Feedback

The Reason behind Good or Bad: Towards a Better Mathematical Verifier with Natural Language Feedback

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4 min read
Personalized Language Modeling from Personalized Human Feedback

Personalized Language Modeling from Personalized Human Feedback

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4 min read
LLMs can learn self-restraint through iterative self-reflection

LLMs can learn self-restraint through iterative self-reflection

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5 min read
Shadows of quantum machine learning

Shadows of quantum machine learning

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4 min read
SmartChoices: Augmenting Software with Learned Implementations

SmartChoices: Augmenting Software with Learned Implementations

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4 min read
Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

Same Task, More Tokens: the Impact of Input Length on the Reasoning Performance of Large Language Models

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4 min read
Vulnerability Detection with Code Language Models: How Far Are We?

Vulnerability Detection with Code Language Models: How Far Are We?

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5 min read
When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions

When LLMs Play the Telephone Game: Cumulative Changes and Attractors in Iterated Cultural Transmissions

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4 min read
ScreenAI: A Vision-Language Model for UI and Infographics Understanding

ScreenAI: A Vision-Language Model for UI and Infographics Understanding

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4 min read
How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

How do you know that? Teaching Generative Language Models to Reference Answers to Biomedical Questions

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4 min read
ColPali: Efficient Document Retrieval with Vision Language Models

ColPali: Efficient Document Retrieval with Vision Language Models

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4 min read
Learning to (Learn at Test Time): RNNs with Expressive Hidden States

Learning to (Learn at Test Time): RNNs with Expressive Hidden States

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3 min read
LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

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3 min read
Reasoning in Large Language Models: A Geometric Perspective

Reasoning in Large Language Models: A Geometric Perspective

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4 min read
LoRA+: Efficient Low Rank Adaptation of Large Models

LoRA+: Efficient Low Rank Adaptation of Large Models

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3 min read
Volumetric Rendering with Baked Quadrature Fields

Volumetric Rendering with Baked Quadrature Fields

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3 min read
Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

Achieving Energetic Superiority Through System-Level Quantum Circuit Simulation

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4 min read
X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

X-ray Made Simple: Radiology Report Generation and Evaluation with Layman's Terms

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4 min read
A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections

A Multivariate Unimodality Test Harnessing the Dip Statistic of Mahalanobis Distances Over Random Projections

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3 min read
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