Matvey Kairov's picture

4

Matvey Kairov

mkairov

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mkairov

AI & ML interests

Memory-Augmented Models

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authored a paper 3 days ago

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

upvoted a paper 3 days ago

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

upvoted a paper 2 months ago

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models

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upvoted a paper 3 days ago

GradMem: Learning to Write Context into Memory with Test-Time Gradient Descent

Paper • 2603.13875 • Published 7 days ago • 29

upvoted a paper 2 months ago

Wikontic: Constructing Wikidata-Aligned, Ontology-Aware Knowledge Graphs with Large Language Models

Paper • 2512.00590 • Published Nov 29, 2025 • 52

upvoted a paper 7 months ago

Beyond Memorization: Extending Reasoning Depth with Recurrence, Memory and Test-Time Compute Scaling

Paper • 2508.16745 • Published Aug 22, 2025 • 29

upvoted a collection 9 months ago

KV-retrieval datasets

20 items • Updated Dec 25, 2025 • 3