On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

168,742 papers · 148 categories

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2 results for “Image-Relevance”

Improving Generative Visual Dialog by Answering Diverse Questionscs.LG

Improves generative Visual Dialog by asking diverse questions.

problem Generative Visual Dialog models degrade after a few rounds of interaction.

method Introduce a simple auxiliary objective to incentivize Qbot to ask diverse questions.

result Better dialog diversity, consistency, fluency, and detail with improved image relevance.

Generative Visual Dialog Reinforcement Learning Diverse Questions Image-Relevance Human-Like Dialog

2019-09-23abs ↗pdf ↗

Intrinsic dimension estimation for locally undersampled datacs.LG

High-dimensional data are ubiquitous in contemporary science and finding methods to compress them is one of the primary goals of machine learning. Given a dataset lying in a high-dimensional space (in principle hundreds to several thousands of dimensions), it is often useful to project it onto a lower-dimensional manif…

2019-06-18abs ↗pdf ↗