TecoPrompt, a closed-loop robust prompt-learning framework that revisits optimal transport pseudo-labeling from a temporal perspective, employs an entropic OT plan in the CLIP semantic space to obtain globally consistent label candidates.
Z. Shao, Hao-Wen Hua, Jia-Xin Zhang et al.· 0 citations
This work presents a pipeline that transforms flat Europeana records into an FDO-compliant knowledge graph structured with CIDOC-CRM, and addresses the core technical challenge of automating the FDO-prescribed distinction between values that must become PID references (resolvable entities) and those that may remain lit...
Z. Boukhers, Lingxiao Kong, Xenophon Zabulis et al.· 0 citations
Evolutionary Soups, a mixture-of-experts framework for fine-grained generation control, with gating networks trained via an evolutionary algorithm, achieves the best hypervolume, linear utility, and Tchebyshev utility among controllable methods on all tasks.
Lingxiao Kong, Steffen Staab, Cong Yang et al.· 0 citations
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