"wasserstein gradient flow" Papers

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Hessian-guided Perturbed Wasserstein Gradient Flows for Escaping Saddle Points

Naoya Yamamoto, Juno Kim, Taiji Suzuki

NEURIPS 2025arXiv:2509.16974
1
citations

Repulsive Latent Score Distillation for Solving Inverse Problems

Nicolas Zilberstein, Morteza Mardani, Santiago Segarra

ICLR 2025arXiv:2406.16683
13
citations

Make Prompts Adaptable: Bayesian Modeling for Vision-Language Prompt Learning with Data-Dependent Prior

Youngjae Cho, HeeSun Bae, Seungjae Shin et al.

AAAI 2024paperarXiv:2401.06799
9
citations

Minimizing $f$-Divergences by Interpolating Velocity Fields

Song Liu, Jiahao Yu, Jack Simons et al.

ICML 2024arXiv:2305.15577
6
citations

Scalable Wasserstein Gradient Flow for Generative Modeling through Unbalanced Optimal Transport

Jaemoo Choi, Jaewoong Choi, Myungjoo Kang

ICML 2024arXiv:2402.05443
18
citations

Transformers Learn Nonlinear Features In Context: Nonconvex Mean-field Dynamics on the Attention Landscape

Juno Kim, Taiji Suzuki

ICML 2024arXiv:2402.01258
38
citations