HardFlow: Hard-Constrained Sampling for Flow-Matching Models via Trajectory Optimization

Zeyang Li, Kaveh Alim, Navid Azizan

Open source

DOI: 10.1109/tpami.2026.3708824
Published: 2026-10
Container: IEEE Transactions on Pattern Analysis and Machine Intelligence
Publisher: Institute of Electrical and Electronics Engineers (IEEE)
Open access: unknown

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Cite this work

BibTeX

@article{allodium:10.1109/tpami.2026.3708824,
  title = {HardFlow: Hard-Constrained Sampling for Flow-Matching Models via Trajectory Optimization},
  author = {Zeyang Li and Kaveh Alim and Navid Azizan},
  year = {2026},
  journal = {IEEE Transactions on Pattern Analysis and Machine Intelligence},
  doi = {10.1109/tpami.2026.3708824},
  url = {https://doi.org/10.1109/tpami.2026.3708824}
}

RIS

TY  - JOUR
TI  - HardFlow: Hard-Constrained Sampling for Flow-Matching Models via Trajectory Optimization
AU  - Zeyang Li
AU  - Kaveh Alim
AU  - Navid Azizan
PY  - 2026
JO  - IEEE Transactions on Pattern Analysis and Machine Intelligence
DO  - 10.1109/tpami.2026.3708824
UR  - https://doi.org/10.1109/tpami.2026.3708824
ER  -

APA

Li, Z., Alim, K., & Azizan, N. (2026). HardFlow: Hard-Constrained Sampling for Flow-Matching Models via Trajectory Optimization. IEEE Transactions on Pattern Analysis and Machine Intelligence. https://doi.org/10.1109/tpami.2026.3708824

Source records

crossref · retrieved 2026-11-09T14:29:48.350Z