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Data Science

Data Science allows us to extract meaning from and interpret data.

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

Jul 12 '24

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

#machinelearning #ai #beginners #datascience

5 min read

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

Jul 12 '24

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

#machinelearning #ai #beginners #datascience

5 min read

Jul 12 '24

SmartChoices: Augmenting Software with Learned Implementations

#machinelearning #ai #beginners #datascience

4 min read

Cover image for A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

Jul 12 '24

A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models

#machinelearning #ai #beginners #datascience

4 min read

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

Jul 12 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Cover image for PaliGemma: A versatile 3B VLM for transfer

Jul 12 '24

PaliGemma: A versatile 3B VLM for transfer

#machinelearning #ai #beginners #datascience

4 min read

Cover image for When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

Jul 12 '24

When Benchmarks are Targets: Revealing the Sensitivity of Large Language Model Leaderboards

#machinelearning #ai #beginners #datascience

4 min read

Jul 12 '24

Volumetric Rendering with Baked Quadrature Fields

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

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

#machinelearning #ai #beginners #datascience

4 min read

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

Jul 12 '24

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

#machinelearning #ai #beginners #datascience

4 min read

Cover image for ColPali: Efficient Document Retrieval with Vision Language Models

Jul 12 '24

ColPali: Efficient Document Retrieval with Vision Language Models

#machinelearning #ai #beginners #datascience

4 min read

Cover image for LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

Jul 12 '24

LivePortrait: Efficient Portrait Animation with Stitching and Retargeting Control

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

LoRA+: Efficient Low Rank Adaptation of Large Models

#machinelearning #ai #beginners #datascience

3 min read

Jul 12 '24

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

#machinelearning #ai #beginners #datascience

5 min read

Jul 12 '24

A Mechanistic Analysis of a Transformer Trained on a Symbolic Multi-Step Reasoning Task

#machinelearning #ai #beginners #datascience

4 min read

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