GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching

Ziming Zhang, Fangzhou Lin, Haotian Liu, Jose Morales, Haichong K. Zhang +3 more
2/12/2026

No official code found. Best implementation: ark1234/ICLR2025-GPS (1 star, last commit 2025-03-01).

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ark1234/ICLR2025-GPSCommunity66%

The official repository of the ICLR 2025 paper "GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching"

11PythonMar 1, 20251 years ago

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Cite this paper

@article{zhang2026gps,
  title  = {GPS: A Probabilistic Distributional Similarity with Gumbel Priors for Set-to-Set Matching},
  author = {Ziming Zhang and Fangzhou Lin and Haotian Liu and Jose Morales and Haichong K. Zhang and Kazunori D. Yamada and V. Kolachalama and Venkatesh Saligrama},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:45bd09b5702801c1aadfa6e191f5a687dd2ebeea},
  journal = {ICLR 2025 2025}
}

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