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We propose Object-oriented Neural Programming (OONP), a framework for semantically parsing documents in specific domains. Basically, OONP reads a document and parses it into a predesigned object-oriented data structure (referred to as…

Machine Learning · Computer Science 2018-07-26 Zhengdong Lu , Xianggen Liu , Haotian Cui , Yukun Yan , Daqi Zheng

We present OCRA, an Object-Centric framework for video-based human-to-Robot Action transfer that learns directly from human demonstration videos to enable robust manipulation. Object-centric learning emphasizes task-relevant objects and…

Robotics · Computer Science 2026-03-17 Kuanning Wang , Ke Fan , Yuqian Fu , Siyu Lin , Hu Luo , Daniel Seita , Yanwei Fu , Yu-Gang Jiang , Xiangyang Xue

Object-oriented reinforcement learning (OORL) is a promising way to improve the sample efficiency and generalization ability over standard RL. Recent works that try to solve OORL tasks without additional feature engineering mainly focus on…

Machine Learning · Computer Science 2022-10-17 Qi Yi , Rui Zhang , Shaohui Peng , Jiaming Guo , Xing Hu , Zidong Du , Xishan Zhang , Qi Guo , Yunji Chen

Humans can infer concepts from image pairs and apply those in the physical world in a completely different setting, enabling tasks like IKEA assembly from diagrams. If robots could represent and infer high-level concepts, it would…

Artificial Intelligence · Computer Science 2018-12-10 Miguel Lázaro-Gredilla , Dianhuan Lin , J. Swaroop Guntupalli , Dileep George

We are currently designing an object oriented model which describes static and dynamical knowledge in diff{\'e}rent domains. It provides a twin conceptual level. The internal level proposes: the object structure composed of sub-objects…

Artificial Intelligence · Computer Science 2020-05-18 Joël Colloc , Danielle Boulanger

For the right application, the use of programming paradigms such as functional or logic programming can enormously increase productivity in software development. But these powerful paradigms are tied to exotic programming languages, while…

Software Engineering · Computer Science 2007-05-23 M. H. van Emden , S. C. Somosan

OWLOOP is an Application Programming Interface (API) for using the Ontology Web Language (OWL) by the means of Object-Oriented Programming (OOP). It is common to design software architectures using the OOP paradigm for increasing their…

Artificial Intelligence · Computer Science 2022-01-03 Luca Buoncompagni , Syed Yusha Kareem , Fulvio Mastrogiovanni

Elegant Objects (EO) is a programming language based on ideas of pure objects and the Decorator pattern. Bugayenko has suggested it as an intermediate representation for object-oriented programs. This paper presents a version of dynamic…

Programming Languages · Computer Science 2022-10-17 Vitaliy Korbashov , Nikolai Kudasov , Mikhail Olokin , Violetta Sim

This paper describes an architecture for a distributing processing system that would allow remote procedure calls to invoke other services as messages are passed between clients and servers. It proposes that an additional class of data…

Distributed, Parallel, and Cluster Computing · Computer Science 2007-05-23 Walter Eaves

The advantages of mixed approach with using different kinds of programming techniques for symbolic manipulation are discussed. The main purpose of approach offered is merge the methods of object oriented programming that convenient for…

Symbolic Computation · Computer Science 2007-05-23 Alexander Yu. Vlasov

To represent interactive objects, we propose a choice-disjunctive declaration statement of the form S R where S;R are the (procedure or field) declaration statements within a class. This statement has the following semantics: request the…

Programming Languages · Computer Science 2013-01-30 Keehang Kwon , Kyunghwan Park , Mi-Young Park

Object-based factorizations provide a useful level of abstraction for interacting with the world. Building explicit object representations, however, often requires supervisory signals that are difficult to obtain in practice. We present a…

Machine Learning · Computer Science 2019-01-08 Michael Janner , Sergey Levine , William T. Freeman , Joshua B. Tenenbaum , Chelsea Finn , Jiajun Wu

A common object technique equipped with the categorical and computational styles is briefly outlined. An object is evaluated by embedding in a host computational environment which is the domain-ranged structure. An embedded object is…

Logic in Computer Science · Computer Science 2007-05-23 Viacheslav Wolfengagen

Relational data model defines a specification of a type "relation". However, its simplicity does not mean that the system implementing this model must operate with structures having the same simplicity. We consider two principles allowing…

Databases · Computer Science 2007-09-05 Evgeniy Grigoriev

Context-oriented programming (COP) is a new technique for programming that allows changing the context in which commands execute as a program executes. Compared to object-oriented programming (aspect-oriented programming), COP is more…

Programming Languages · Computer Science 2014-02-25 Mohamed A. El-Zawawy , Eisa A. Aleisa

Understanding objects is a central building block of artificial intelligence, especially for embodied AI. Even though object recognition excels with deep learning, current machines still struggle to learn higher-level knowledge, e.g., what…

Computer Vision and Pattern Recognition · Computer Science 2023-08-22 Yong-Lu Li , Yue Xu , Xinyu Xu , Xiaohan Mao , Yuan Yao , Siqi Liu , Cewu Lu

In this paper we describe a new approach to data modelling called the concept-oriented model (CoM). This model is based on the formalism of nested ordered sets which uses inclusion relation to produce hierarchical structure of sets and…

Databases · Computer Science 2008-01-03 Alexandr Savinov

This paper considers an example of Object-Oriented Programming (OOP) leading to subtle errors that break separation of interface and implementations. A comprehensive principle that guards against such errors is undecidable. The paper…

Programming Languages · Computer Science 2007-05-23 Oleg Kiselyov

We introduce One-shot Open Affordance Learning (OOAL), where a model is trained with just one example per base object category, but is expected to identify novel objects and affordances. While vision-language models excel at recognizing…

Computer Vision and Pattern Recognition · Computer Science 2023-11-30 Gen Li , Deqing Sun , Laura Sevilla-Lara , Varun Jampani

The problems in our teaching on object-oriented programming are analyzed, and the basic ideas, causes and methods of the reform are discussed on the curriculum, theoretical teaching and practical classes. Our practice shows that these…

Computers and Society · Computer Science 2025-02-10 Guowu Yuan , Bing Kong , Haiyan Ding , Jixian Zhang , Yang Zhao