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2026 1

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Autoregressive Boltzmann Generators

cs.LG · 2026-06-25 · unverdicted · novelty 7.0

ArBG replaces flow-based methods with autoregressive models for Boltzmann sampling, showing gains on peptide benchmarks and a 132M-parameter model Robin cutting zero-shot energy error by over 60% on 8-residue systems.

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  • Autoregressive Boltzmann Generators cs.LG · 2026-06-25 · unverdicted · none · ref 28

    ArBG replaces flow-based methods with autoregressive models for Boltzmann sampling, showing gains on peptide benchmarks and a 132M-parameter model Robin cutting zero-shot energy error by over 60% on 8-residue systems.