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Image segmentation is the process of partitioning an image into a set of meaningful regions according to some criteria. Hierarchical segmentation has emerged as a major trend in this regard as it favors the emergence of important regions at…

机器学习 · 统计学 2018-02-21 Amin Fehri , Santiago Velasco-Forero , Fernand Meyer

In the recent past, the reduction-based and the model-based methods to prove cut elimination have converged, so that they now appear just as two sides of the same coin. This paper details some of the steps of this transformation.

计算机科学中的逻辑 · 计算机科学 2023-05-03 Gilles Dowek

Sub-sub-intuitionistic logic is obtained from intuitionistic logic by weakening the implication and removing distributivity. It can alternatively be viewed as conditional weak positive logic. We provide semantics for sub-sub-intuitionistic…

逻辑 · 数学 2024-08-23 Jonte Deakin , Jim de Groot

In statistical inference, retrodiction is the act of inferring potential causes in the past based on knowledge of the effects in the present and the dynamics leading to the present. Retrodiction is applicable even when the dynamics is not…

范畴论 · 数学 2024-02-01 Arthur J. Parzygnat

We reprove the countable splitting lemma by adapting Nawrotzki's algorithm which produces a sequence that converges to a solution. Our algorithm combines Nawrotzki's approach with taking finite cuts. It is constructive in the sense that…

计算机科学中的逻辑 · 计算机科学 2021-06-15 Ana Sokolova , Harald Woracek

We give a generalized definition of stretch that simplifies the efficient construction of low-stretch embeddings suitable for graph algorithms. The generalization, based on discounting highly stretched edges by taking their $p$-th power for…

数据结构与算法 · 计算机科学 2014-02-07 Michael B. Cohen , Gary L. Miller , Jakub W. Pachocki , Richard Peng , Shen Chen Xu

Superdeduction is a method specially designed to ease the use of first-order theories in predicate logic. The theory is used to enrich the deduction system with new deduction rules in a systematic, correct and complete way. A proof-term…

计算机科学中的逻辑 · 计算机科学 2011-01-31 Clément Houtmann

The search for prior art is crucial in patent application processing, it consists in retrieving other documents relevant to the invention of the application. Most methods feed a search engine with keywords that are extracted by…

信息检索 · 计算机科学 2024-07-12 Julien Rossi

The powers of generating functions and its properties are analyzed. A new class of functions is introduced, based on the application of compositions of an integer $n$, called composita. The methods for obtaining reciprocal and reverse…

组合数学 · 数学 2012-11-15 Vladimir Kruchinin

We introduce a new algorithm for constructing the generalized suffix array of a collection of highly similar strings. As a first step, we construct a compressed representation of the matching statistics of the collection with respect to a…

数据结构与算法 · 计算机科学 2024-04-16 Zsuzsanna Lipták , Francesco Masillo , Simon J. Puglisi

Generative deep learning systems offer powerful tools for artefact generation, given their ability to model distributions of data and generate high-fidelity results. In the context of computational creativity, however, a major shortcoming…

机器学习 · 计算机科学 2021-07-13 Terence Broad , Sebastian Berns , Simon Colton , Mick Grierson

Automatic differentiation plays a prominent role in scientific computing and in modern machine learning, often in the context of powerful programming systems. The relation of the various embodiments of automatic differentiation to the…

编程语言 · 计算机科学 2020-02-04 Martin Abadi , Gordon D. Plotkin

How to handle division in systems that compute with logical formulas involving what would otherwise be polynomial constraints over the real numbers is a surprisingly difficult question. This paper argues that existing approaches from both…

符号计算 · 计算机科学 2024-12-03 Christopher W. Brown

Reduction-based interpreters are traditionally defined in terms of a one-step reduction function which systematically decomposes a term into a potential redex and context, contracts the redex, and recomposes it to construct the new term to…

编程语言 · 计算机科学 2025-08-18 Casper Bach

We consider primitive divisors of terms of integer sequences defined by quadratic polynomials. Apart from some small counterexamples, when a term has a primitive divisor, that primitive divisor is unique. It seems likely that the number of…

数论 · 数学 2013-05-28 G. Everest , S. Stevens , D. Tamsett , T. Ward

The incompressibility method is an elementary yet powerful proof technique. It has been used successfully in many areas. To further demonstrate its power and elegance we exhibit new simple proofs using the incompressibility method.

计算复杂性 · 计算机科学 2007-05-23 Harry Buhrman , Tao Jiang , Ming Li , Paul Vitanyi

We present an easy and efficient method to extend existing sentence embedding models to new languages. This allows to create multilingual versions from previously monolingual models. The training is based on the idea that a translated…

计算与语言 · 计算机科学 2020-10-06 Nils Reimers , Iryna Gurevych

Abstraction logic is a new logic, serving as a foundation of mathematics. It combines features of both predicate logic and higher-order logic: abstraction logic can be viewed both as higher-order logic minus static types as well as…

计算机科学中的逻辑 · 计算机科学 2022-07-13 Steven Obua

This paper introduces a new term rewriting system that is similar to the embedded read-back mechanism for interaction nets presented in our previous work, but is easier to follow than in the original setting and thus to analyze its…

计算机科学中的逻辑 · 计算机科学 2018-08-21 Anton Salikhmetov

Large pre-trained language models have been shown to encode large amounts of world and commonsense knowledge in their parameters, leading to substantial interest in methods for extracting that knowledge. In past work, knowledge was…

计算与语言 · 计算机科学 2021-03-12 Adi Haviv , Jonathan Berant , Amir Globerson