Collection of Frontier Papers on Looped Transformer Architectures
burny_tech · x · 2026-07-31
alphaXiv has compiled a list of popular recent papers on Looped Transformers. The collection traces the architecture's development from its earliest forms to its latest iterations, covering areas such as:
- Efficiency & Compression: Elastic Looped Transformers (ELT) for visual generation, lightweight models, and parameter-efficient training.
- Reasoning & Interpretability: Bridging latent and explicit reasoning, and scaling latent reasoning via looped language models.
- Inference Optimization: Training-free looped transformers, linear-time looped architectures (LT2), and memory-efficient designs decoupling compute from memory.
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