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arXiv 2610.26834 · cs.LG · 2026-10-19

Kronecker Delta Rule for Long Context Linear Attention

Anamaria-Roberta Hartl, Levente Zólyomi, Michael List, Günter Klambauer, Sebastian Böck, Sepp Hochreiter

NX-AI

In latest · #304 Added on 2026-10-22

One-line takeaway

KronLSTM introduces a Kronecker delta rule that revises matrix memory along one direction, giving stable long-context linear attention that often beats DeltaNet.

KronLSTM 提出克罗内克 Delta 规则,只沿单一方向修正记忆矩阵,让长上下文线性注意力更稳定。

28HF upvotes
–GitHub stars
–Citations (Semantic Scholar)
35.3Buzz score

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About this data

Metadata from the arXiv API (verified); upvotes from Hugging Face Daily Papers; citations from Semantic Scholar. Last refreshed 2026-10-22.

The takeaway is written by AIMap from the abstract; the abstract itself is not reproduced — read the original.

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