Fast and Stable Triangular Inversion for Delta-Rule Linear Transformers Paper • 2605.21325 • Published May 20 • 1
Kalman Delta Networks: Uncertainty-aware Associative Memory Paper • 2609.07816 • Published Sep 7 • 31
DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products Paper • 2502.10297 • Published Feb 14, 2025 • 1
Triadic Linear Attention: Three-Dimensional Recurrent States for Long-Context Sequence Modeling Paper • 2609.36529 • Published 27 days ago • 39
Kimi Linear: An Expressive, Efficient Attention Architecture Paper • 2510.26692 • Published Oct 30, 2025 • 139
Erase-then-Delta Attention: Decoupling Erase and Write Addresses in Delta-Rule Linear Attention Paper • 2606.26560 • Published Jun 25 • 4
Complex KDA: Understanding and Enhancing the Expressivity of Kimi Delta Attention Paper • 2609.24797 • Published Sep 21 • 13
Linear Attention Architectures: Mechanisms, Trade-offs, and Cross-Layer Routing Paper • 2607.07953 • Published Jul 8 • 16
Gated Delta Networks: Improving Mamba2 with Delta Rule Paper • 2412.06464 • Published Dec 9, 2024 • 19
Parallelizing Linear Transformers with the Delta Rule over Sequence Length Paper • 2406.06484 • Published Jun 10, 2024 • 5
Preconditioned DeltaNet: Curvature-aware Sequence Modeling for Linear Recurrences Paper • 2604.21100 • Published Apr 22 • 1
OSDN: Improving Delta Rule with Provable Online Preconditioning in Linear Attention Paper • 2605.13473 • Published May 13 • 2
ParaRNN: Unlocking Parallel Training of Nonlinear RNNs for Large Language Models Paper • 2510.21450 • Published Oct 24, 2025 • 4