Text-driven image style transfer has seen remarkable progress with methods leveraging cross-modal embeddings for fast, high-quality stylization. However, most existing pipelines assume a single textual style prompt, limiting the range of artistic control and expressiveness. In this paper, we propose a novel multi-prompt style interpolation framework that extends the recently introduced StyleMamba approach. Our method supports blending or interpolating among multiple textual prompts (eg, “cubism,” “impressionism,” and “cartoon”), allowing the creation of nuanced or hybrid artistic styles within a single image. We introduce a Multi-Prompt Embedding Mixer combined with Adaptive Blending Weights to enable fine-grained control over the spatial and semantic influence of each style. Further, we propose a Hierarchical Masked Directional Loss to refine region-specific style consistency. Experiments and user studies confirm our approach outperforms single-prompt baselines and naive linear combinations of styles, achieving superior style fidelity, text-image alignment, and artistic flexibility, all while maintaining the computational efficiency offered by the state-space formulation.

文章依据对威廉·詹姆士②1896年的《信仰的意志和其他大众哲学论文》序言所进行的历史的和哲学的解读,将詹姆士的早期彻底经验论重置于认知、道德和社会的语境之下,对文本的表层内容和潜在内容分别进行了阐释.着眼于文本的潜在内容,发掘了詹姆士对盲目的一元论者批评思想的精髓,突出詹姆士的彻底经验主义的方法论特征.詹姆士早期彻底经验论中的“非理性主义”是由“内在宽容精神”所引导的.詹姆士的新哲学保持了对认识论上的他者的敏感性或关切,并希望通过创造一个更开放的理念和实践的场域来保护他者,而这个场域的基础是尊重差异所具有的价值.

In order to scientific and accurately predict the sport games results, the paper provides a prediction model of sports results based on knowledge discovery in date-base. The method combines the multiple lightweight model with a variety of technical to improve the accuracy of prediction model of sports results. The examples results show the model based on knowledge discovery in date-base can not only actively improve the accuracy or give some suggestions for reconstruct the model.

本文对我国学术界近年来的西方价值观研究动态进行了整理和分析。文章提出,学术界对西方价值学和价值哲学的经典文本尤其是第一手学术原著的译介和整理工作取得了标志性成果。文章对对近年来我国学术界召开的主要国际会议情况进行了综述,提出我国学术界近年来在西方价值观研究方面的国际学术对话能力有了明显提高。文章对于我国学术界在西方价值观基础理论研究方面的研究工作进行了总结,提出我国学术界近年来在西方经典学说和有典型性的价值观学说研究方面进行了更为细致和深入的研究工作。文章提出,我国的价值观研究者们已经开始有意识地通过消化和批评西方学者的研究成果去实现话语的转化,从而将焦点聚集到中国当代社会所面临的现实价值观问题上,这其中主要的工作有三个方面,即对国家认同问题的思考,对消费文化问题的思考以及对公民价值观问题的思考。文章还提出了学术界近年来价值观研究方面有待加强的环节。

Twin paradox is one typical phenomemna in special relativity.In the paper "Twin Paradox and the Logical Foundation of Relativity Theory",Madarász et al.proposed an approach to the logical axiomization of special relativity and twin paradox.In this paper,we will first analyze and compare the two first-order axiom systems Specrel and AccRel introduced in that paper.Then we will point out some problems in these two syetems from both physical and logical viewpoints.

Due to the fast advance of internet technique, users have to deal with a large amount of raw data from World Wide Web every day. Since clustering is unsupervised and needs no transcendental knowledge, it gradually becomes an efficient tool to help users analyze information. Unfortunately, almost all the clustering algorithms proposed so far fail to perform text clustering accurately, especially for a large scale text collection. Thus, a novel Probability based Text Clustering algorithm via Integrating Feature set construction and Text partition (abbreviated as PTCIFT) is proposed in this paper. Between them, the first operation fulfills the task about seeking feature sets based on current text parti-tion. The second operation fulfills the task about partitioning input texts based on currently constructed feature sets. PTCIFT alternately repeats these two op-erations until it converges. Experiments demonstrate that comparing with some applied text clustering algorithms, PTCIFT owns excellent performance.

The matter of Specific Relativity axiomatization has long been the attention of physicists and logicians. But owing to the problem of cross disciplinarity, the issue has never found a proper solution. The Hungary scholars Hajnal Andréka et al put forward a first-order logic system termed Specrel about the Specific Relativity in 2007. But the system is insufficient in depicting the Specific Relativity either in logic or physics. Against that background, the present paper proposes another logic system: Specrel', and by that system tries to prove the theory of Lorentz Transformation, the fundamental formula in Specific Relativity, which can hence obtain such exemplar effects as time dilatation and length contraction.

This paper is the first in a series to prove the quantifier elimination of dense binary orders theory.The axioms of this theory were given in the language L={≤,R},and found that the theory does not have the property of quantifier elimination in this language,but rather the dense binary orders theory has the property of quantifier elimination in the language L={≤,R,*}.This is proven in the present paper by relating the quantifier elimination of conjunctions of the formulas in the basic set,and by paying attention to conjunctions of same type formulas.

The theory of complete dense binary order,which is alike to the theory of binary tree but different from it,is given.The upper bound function in this theory is defined and a countable model for this theory is constructed.

本文以完全二叉树理论的可量词消去为基础,介绍了该理论的可数原子模型及饱和模型,并计算了一元、二元完全型的CB秩,从而给出了CB秩在该理论中的几何解释.

定义了完全二叉树理论的决定公式. 利用该类公式证明了此理论是原子理论,且型的个数是可数的.还给出了它的可数原子模型和饱和模型.证明了完全二叉树理论的ω1-范畴性.