Poster "associative recall" Papers

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DeltaProduct: Improving State-Tracking in Linear RNNs via Householder Products

Julien Siems, Timur Carstensen, Arber Zela et al.

NEURIPS 2025arXiv:2502.10297

Learning Randomized Algorithms with Transformers

Johannes von Oswald, Seijin Kobayashi, Yassir Akram et al.

ICLR 2025arXiv:2408.10818

Longhorn: State Space Models are Amortized Online Learners

Bo Liu, Rui Wang, Lemeng Wu et al.

ICLR 2025arXiv:2407.14207

Overcoming Long Context Limitations of State Space Models via Context Dependent Sparse Attention

Zhihao Zhan, Jianan Zhao, Zhaocheng Zhu et al.

RNNs are not Transformers (Yet): The Key Bottleneck on In-Context Retrieval

Kaiyue Wen, Xingyu Dang, Kaifeng Lyu

ICLR 2025arXiv:2402.18510

Understanding and Mitigating Bottlenecks of State Space Models through the Lens of Recency and Over-smoothing

Peihao Wang, Ruisi Cai, Yuehao Wang et al.

ICLR 2025arXiv:2501.00658