"sequence compression" Papers

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Building, Reusing, and Generalizing Abstract Representations from Concrete Sequences

Shuchen Wu, Mirko Thalmann, Peter Dayan et al.

ICLR 2025arXiv:2410.21332
1
citations

Hierarchical Autoregressive Transformers: Combining Byte- and Word-Level Processing for Robust, Adaptable Language Models

Pit Neitemeier, Björn Deiseroth, Constantin Eichenberg et al.

ICLR 2025arXiv:2501.10322
13
citations

PRISE: LLM-Style Sequence Compression for Learning Temporal Action Abstractions in Control

Ruijie Zheng, Ching-An Cheng, Hal Daumé et al.

ICML 2024oralarXiv:2402.10450
16
citations

Sequence Compression Speeds Up Credit Assignment in Reinforcement Learning

Aditya A. Ramesh, Kenny Young, Louis Kirsch et al.

ICML 2024oralarXiv:2405.03878
2
citations