#looped transformers
topiclooped transformers
2 papers · 1 filter
cs.LG2026
Looped Transformers with Source-Centered State Evolution
Bum Jun Kim, Kohei Hayashi, Shunsuke Kamiya +3
The paper introduces Source‑Centered State Evolution (SCSE), a method for looped Transformers that preserves input conditioning while keeping a fixed reference point, improving rec…
cs.LG2026
Bridging the Gap Between Latent and Explicit Reasoning with Looped Transformers
Ying Fan, Anej Svete, Kangwook Lee
The paper introduces LOTUS, a looped Transformer architecture that performs multi-step reasoning in latent space, achieving reasoning performance comparable to explicit chain-of-th…