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- research-articleJanuary 2025
Synthesizing compact behavior trees for probabilistic robotics domains
Autonomous Robots (AUTR), Volume 49, Issue 1https://doi.org/10.1007/s10514-024-10187-zAbstractComplex robotics domains (e.g., remote exploration applications and scenarios involving interactions with humans) require encoding high-level mission specifications that consider uncertainty. Most current fielded systems in practice require humans ...
- ArticleDecember 2024
Efficient Shield Synthesis via State-Space Transformation
Bridging the Gap Between AI and RealityPages 206–224https://doi.org/10.1007/978-3-031-75434-0_14AbstractWe consider the problem of synthesizing safety strategies for control systems, also known as shields. Since the state space is infinite, shields are typically computed over a finite-state abstraction, with the most common abstraction being a ...
- ArticleOctober 2024
Super-Field MRI Synthesis for Infant Brains Enhanced by Dual Channel Latent Diffusion
- Austin Tapp,
- Can Zhao,
- Holger R. Roth,
- Jeffrey Tanedo,
- Syed Muhammad Anwar,
- Niall J. Bourke,
- Joseph Hajnal,
- Victoria Nankabirwa,
- Sean Deoni,
- Natasha Lepore,
- Marius George Linguraru
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024Pages 444–454https://doi.org/10.1007/978-3-031-72384-1_42AbstractIn resource-limited settings, portable ultra-low-field (uLF, i.e., 0.064T) magnetic resonance imaging (MRI) systems expand accessibility of radiological scanning, particularly for low-income areas as well as underserved populations like neonates ...
- ArticleOctober 2024
Universal Topology Refinement for Medical Image Segmentation with Polynomial Feature Synthesis
- Liu Li,
- Hanchun Wang,
- Matthew Baugh,
- Qiang Ma,
- Weitong Zhang,
- Cheng Ouyang,
- Daniel Rueckert,
- Bernhard Kainz
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024Pages 670–680https://doi.org/10.1007/978-3-031-72114-4_64AbstractAlthough existing medical image segmentation methods provide impressive pixel-wise accuracy, they often neglect topological correctness, making their segmentations unusable for many downstream tasks. One option is to retrain such models whilst ...
- ArticleOctober 2024
Towards Learning Contrast Kinetics with Multi-condition Latent Diffusion Models
- Richard Osuala,
- Daniel M. Lang,
- Preeti Verma,
- Smriti Joshi,
- Apostolia Tsirikoglou,
- Grzegorz Skorupko,
- Kaisar Kushibar,
- Lidia Garrucho,
- Walter H. L. Pinaya,
- Oliver Diaz,
- Julia A. Schnabel,
- Karim Lekadir
Medical Image Computing and Computer Assisted Intervention – MICCAI 2024Pages 713–723https://doi.org/10.1007/978-3-031-72086-4_67AbstractContrast agents in dynamic contrast enhanced magnetic resonance imaging allow to localize tumors and observe their contrast kinetics, which is essential for cancer characterization and respective treatment decision-making. However, contrast agent ...
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- research-articleSeptember 2024
Synthesis-Based Enhancement for GUI Test Case Migration
ISSTA 2024: Proceedings of the 33rd ACM SIGSOFT International Symposium on Software Testing and AnalysisPages 869–881https://doi.org/10.1145/3650212.3680327GUI test case migration is the process of migrating GUI test cases from a source app to a target app for a specific functionality. However, test cases obtained via existing migration approaches can hardly be directly used to test target functionalities ...
CCLemma: E-Graph Guided Lemma Discovery for Inductive Equational Proofs
- Cole Kurashige,
- Ruyi Ji,
- Aditya Giridharan,
- Mark Barbone,
- Daniel Noor,
- Shachar Itzhaky,
- Ranjit Jhala,
- Nadia Polikarpova
Proceedings of the ACM on Programming Languages (PACMPL), Volume 8, Issue ICFPArticle No.: 264, Pages 818–844https://doi.org/10.1145/3674653The problem of automatically proving the equality of terms over recursive functions and inductive data types is challenging, as such proofs often require auxiliary lemmas which must themselves be proven. Previous attempts at lemma discovery compromise on ...
- ArticleAugust 2024
Shared Subnet Synthesis of Object-Oriented Petri Net Based Representation for Embedded Systems
Advanced Intelligent Computing Technology and ApplicationsPages 73–84https://doi.org/10.1007/978-981-97-5675-9_7AbstractEmbedded systems have been widely used in various fields, such as smart cities, automotive electronics, and 5G chips, etc. In order to solve the modeling problem of embedded systems, a solution is obtained using an extended Petri net synthesis ...
- ArticleJuly 2024
Synthesis of Boolean Networks with Weak and Strong Regulators
Bioinformatics Research and ApplicationsPages 119–131https://doi.org/10.1007/978-981-97-5131-0_11AbstractComputational modeling of gene regulation processes is a gainful approach in combination with experimental research to elucidate mechanistic behavior and understand the dynamic nature of cell signaling events. Previously, automatic synthesis ...
- ArticleJune 2024
Petri Net Synthesis from a Reachability Set
Application and Theory of Petri Nets and ConcurrencyPages 223–243https://doi.org/10.1007/978-3-031-61433-0_11AbstractClassical Petri net synthesis is a method to generate a Petri net from a labelled transition system. In this paper, by contrast, it is assumed that a (finite) set of markings is given, and an algorithm is described which generates a Petri net of ...
- short-paperJune 2024
Towards a Framework for Evaluating Synthetic Surface Gestures
EICS '24 Companion: Companion Proceedings of the 16th ACM SIGCHI Symposium on Engineering Interactive Computing SystemsPages 22–30https://doi.org/10.1145/3660515.3661327Synthetic surface gestures are required for efficient test-automation of gesture-based applications, but must resemble human gestures as closely as possible. We thus require options to assess the human-like quality of synthetic surface gestures. In this ...
Compilation of Qubit Circuits to Optimized Qutrit Circuits
Proceedings of the ACM on Programming Languages (PACMPL), Volume 8, Issue PLDIArticle No.: 158, Pages 272–295https://doi.org/10.1145/3656388Quantum computers are a revolutionary class of computational platforms that are capable of solving computationally hard problems. However, today’s quantum hardware is subject to noise and decoherence issues that together limit the scale and complexity of ...
- research-articleMay 2024
Identification of labeled Petri nets from finite automata
Information Sciences: an International Journal (ISCI), Volume 667, Issue Chttps://doi.org/10.1016/j.ins.2024.120488AbstractAutomata and Petri nets are two typical models of discrete event systems. The paper studies the problem of converting a finite automaton into a Petri net that satisfies the specified structural features. More specifically, we identify a labeled ...
- research-articleApril 2024
Synthetiq: Fast and Versatile Quantum Circuit Synthesis
Proceedings of the ACM on Programming Languages (PACMPL), Volume 8, Issue OOPSLA1Article No.: 96, Pages 55–82https://doi.org/10.1145/3649813To implement quantum algorithms on quantum computers it is crucial to decompose their operators into the limited gate set supported by those computers. Unfortunately, existing works automating this essential task are generally slow and only applicable to ...
- research-articleMay 2024
Generative Adversarial Model Equipped with Contrastive Learning in Map Synthesis
IPMV '24: Proceedings of the 2024 6th International Conference on Image Processing and Machine VisionPages 107–114https://doi.org/10.1145/3645259.3645277In the dynamic field of urban planning and the context of unprecedented natural events, such as hurricanes, the fast generation of accurate maps from satellite imagery is paramount. While several studies have utilized Generative Adversarial Networks (...
- research-articleJanuary 2024
Structured development of implementations for divide-and-conquer specifications
Science of Computer Programming (SCPR), Volume 231, Issue Chttps://doi.org/10.1016/j.scico.2023.103011AbstractThe paper presents a systematic approach to the derivation of implementations from abstract specifications featuring a few structural properties common to a large variety of algorithmic problems starting with sorting. The method is applied in a ...
Highlights- A generic design tactic for deriving correct-by-construction implementations.
- Conceptual separation between representing and represented data.
- ‘Greedy’ algorithms derived by the divide-and-conquer principle.
- ArticleDecember 2023
Formal Verification Based Synthesis for Behavior Trees
Dependable Software Engineering. Theories, Tools, and ApplicationsPages 72–91https://doi.org/10.1007/978-981-99-8664-4_5AbstractBehavior trees (BTs) have been extensively applied in the area of both computer games and robotics, as the control architectures. However, the construction of BTs is labor-expensive, time-consuming, and even impossible as the complexity of task ...
- research-articleNovember 2023
Explainable offline automatic signature verifier to support forensic handwriting examiners
Neural Computing and Applications (NCAA), Volume 36, Issue 5Pages 2411–2427https://doi.org/10.1007/s00521-023-09192-7AbstractSignature verification is a critical task in many applications, including forensic science, legal judgments, and financial markets. However, current signature verification systems are often difficult to explain, which can limit their acceptance in ...
- research-articleNovember 2023
A toolchain for strategy synthesis with spatial properties
International Journal on Software Tools for Technology Transfer (STTT) (STTT), Volume 25, Issue 5-6Pages 641–658https://doi.org/10.1007/s10009-023-00730-1AbstractWe present an application of strategy synthesis to enforce spatial properties. This is achieved by implementing a toolchain that enables the tools CATLib and VoxLogicA to interact in a fully automated way. The Contract Automata Library (CATLib) is ...