CAPT: A Multi-task Continuous Autoregressive Transformer enabling Cross-dataset and Cross-species Transfer for Calcium Population Dynamics

arXiv:2607.23258 · cs.AI, cs.LG · Submitted 2026-07-25 · Read on arXiv

cs.AI, cs.LG

Submitted: 2026-07-25

Updated: 2026-10-18

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Adaptation — 2× in this paper · explained in 1 episode
• Trace — 2× in this paper · explained in 2 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• Tokenization — 1× in this paper · explained in 2 episodes
• Transferability — 1× in this paper · explained in 5 episodes
• Transformer — 1× in this paper · explained in 2 episodes

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