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Rebeauty Atlas는 Medium에 공개된 아티클을 자동 수집해 AI·디자인·마케팅·경제·의료 등 주제별 태그·트랙·위키로 정리하는 리서치 아카이브입니다.

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HUM AI

AI AIPaperReading

🔥 BiFormer Reshapes Visual Attention with “Bi-Level Routing”: Shaking Up SOTA at Lower…

— — Decoupling how Bi-Level Routing Attention enables Vision Transformers to “look less and think more”

Jun 21, 2026 · 11 min read · 0 claps #vision-transformer #computer-vision #sparse-attention

🔥 BiFormer Reshapes Visual Attention with “Bi-Level Routing”: Shaking Up SOTA at Lower…

HUM AI

MI Micheal Bee

The Graph Inside Attention

Full attention is a simple, expensive idea: every token in a sequence is allowed to look at every other token. For a sequence of length n…

Jun 05, 2026 · 5 min read · 1 claps #machine-learning-research #cayley-graphs #sparse-attention

AI HUM ECO

CA Can Demir

SubQ: What Actually Changed (And What’s Vendor-Run)

A Miami startup says it built the first frontier non-transformer LLM with a 12-million-token context and 1,000x efficiency gains. The CTO…

May 24, 2026 · 10 min read · 0 claps paywalled #subq #sparse-attention #large-language-models

SubQ: What Actually Changed (And What’s Vendor-Run)

AI

YO YouShin kim

Evermind & Shanda Group — MSA: Memory Sparse Attention for Efficient End-to-End Memory Model…

1. 배경 및 개요

Mar 30, 2026 · 7 min read · 0 claps #llm #memory-model #sparse-attention

HUM AI

YO YouShin kim

[Tsinghua University / Z.ai]

1. 배경 및 개요 (Background and Overview)

Mar 24, 2026 · 6 min read · 0 claps #indexcache #sparse-attention #long-context

HUM AI LIF

MU Mustafa Genc

Transformers & LLMs — Part 7: Sparse Attention, Teaching Transformers to Focus

In the previous part, we explored Layer Normalization — the silent mechanism that keeps Transformers numerically stable as they grow…

Mar 03, 2026 · 12 min read · 37 claps paywalled #sparse-attention #dense-layer #flash-attention

Transformers & LLMs — Part 7: Sparse Attention, Teaching Transformers to Focus

AI TCH LIF

AN Ant Ling

Art of Focus: Page-Aware Sparse Attention and Ling 2.0’s Quest for Efficient Context Length Scaling

Test-Time Scaling (TTS) has emerged as a crucial technological trend for enhancing the capability ceiling of large models. However, the…

Oct 20, 2025 · 4 min read · 0 claps #foundation-models #llm #open-source

Art of Focus: Page-Aware Sparse Attention and Ling 2.0’s Quest for Efficient Context Length Scaling

VE VectorWorks Academy

Ace AI Interview Series 25 — Achieving Sub-Quadratic Attention

For the complete list of AI interview prep topics, check out the Table of Contents for this comprehensive AI interview prep series …

Feb 28, 2025 · 3 min read · 0 claps paywalled #sparse-attention #low-rank-approximation #memory-efficient

Ace AI Interview Series 25 — Achieving Sub-Quadratic Attention

AI

LA Lakhan Malviya

SpargeAttn: Making LLMs Faster Without Breaking Them

Have you ever wondered why your favorite AI model takes so long to generate that story or edit that image? Or why your laptop fan starts…

Feb 26, 2025 · 6 min read · 1 claps #flash-attention #sparse-attention #model-inference

SpargeAttn: Making LLMs Faster Without Breaking Them

VE VectorWorks Academy

Ace AI Interview Series 7— Understanding the Bottleneck of Multi-Head Attention and How to Mitigate…

For the complete list of AI interview prep topics, check out the Table of Contents for this comprehensive AI interview prep series …

Nov 27, 2024 · 3 min read · 5 claps paywalled #multi-head-attention #sparse-attention #low-rank-approximation