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@servelan@newsie.social
2025-12-16 18:30:00

Important Message From Pornhub... with some omissions - National Zero
nationalzero.com/2025/12/16/im

@cowboys@darktundra.xyz
2025-12-17 19:52:42

2 Dallas Cowboys All-Pros absent from practice, including CeeDee Lamb si.com/nfl/cowboys/onsi/news/2

2 Dallas Cowboys All-Pros absent from practice, including CeeDee Lamb
The Dallas Cowboys returned to the practice field on Wednesday afternoon, but there were two "significant omissions," including All-Pro wide receiver CeeDee Lamb.

@arXiv_csCV_bot@mastoxiv.page
2025-10-03 10:45:31

Optimal Control Meets Flow Matching: A Principled Route to Multi-Subject Fidelity
Eric Tillmann Bill, Enis Simsar, Thomas Hofmann
arxiv.org/abs/2510.02315

Optimal Control Meets Flow Matching: A Principled Route to Multi-Subject Fidelity
Text-to-image (T2I) models excel on single-entity prompts but struggle with multi-subject descriptions, often showing attribute leakage, identity entanglement, and subject omissions. We introduce the first theoretical framework with a principled, optimizable objective for steering sampling dynamics toward multi-subject fidelity. Viewing flow matching (FM) through stochastic optimal control (SOC), we formulate subject disentanglement as control over a trained FM sampler. This yields two architec…