Theory
1,949 items in 14 lists
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IJCAI'16, 2016. [All Versions].
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Bayesian Inverse Reinforcement Learning ijcai.org
IJCAI'07, 2007. [All Versions]. A Bayesian account on classic inverse reinforcement learning.
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Generalize and Blend: Concept Blending Based on Generalization, Analogy, and Amalgams iiia.csic.es
ICCC'15, 2015. [All Versions].
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Visual Commonsense R-CNN ieeexplore.ieee.org
CVPR'20, 2020. [All Versions].
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From Recognition to Cognition: Visual Commonsense Reasoning ieeexplore.ieee.org
CVPR'19, 2019. [All Versions]. [Project].
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Neural Task Programming: Learning to Generalize Across Hierarchical Tasks ieeexplore.ieee.org
ICRA'18, 2018. [All Versions].
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Algorithmic Information Theory ieeexplore.ieee.org
IBM Journal of Research and Development, 1977. [All Versions]. Chaitin's original paper on Algorithmic Information Theory.
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A Domain-Specific Language for Product-Process-Resource Modeling ieeexplore.ieee.org
ETFA'21, 2021. [All Versions]. This paper presents the design of the PPR-DSL to effectively and efficiently represent Product-Process-Resource (PPR) aspects and evaluate constraints defined for modeling PPR views in the Formalized Process Description standard (VDI 3682).
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Detecting Unseen Visual Relations Using Analogies ieeexplore.ieee.org
CVPR'19, 2019. [All Versions].
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Connecting Touch and Vision via Cross-Modal Prediction ieeexplore.ieee.org
CVPR'19, 2019. [All Versions]. [Project]. Humans perceive the world using multi-modal sensory inputs such as vision, audition, and touch. This work investigates the cross-modal connection between vision and touch. The main challenge in this cross-domain modeling task lies in…
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Network dissection: Quantifying interpretability of deep visual representations ieeexplore.ieee.org
CVPR'17, 2017. [All Versions]. [Project]. [Dataset: Places365]. The original paper on visualizing the class activation maps to explain convolutional neural networks.
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Towards an Understanding of Distributed Asymmetric Collaborative Visualization on Problem-solving ieeexplore.ieee.org
VR'23, 2023. [All Versions].
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No Grammar to Rule Them All: A Survey of JSON-style DSLs for Visualization ieeexplore.ieee.org
IEEE Transactions on Visualization and Computer Graphics, 2022. [All Versions]. There has been substantial growth in the use of JSON-based grammars, as well as other standard data serialization languages, to create visualizations. Each of these grammars serves a purpose: some…
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Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale ieeexplore.ieee.org
IEEE Transactions on Visualization and Computer Graphics, 2023. [All Versions]. This paper presents Visual Concept Programming, a first-of-its-kind visual analytics approach of using visual concepts to program image data at scale while requiring a few human efforts.
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Explainable Robotic Plan Execution Monitoring Under Partial Observability ieeexplore.ieee.org
IEEE Transactions on Robotics, 2022. [All Versions]. Successful plan generation for autonomous systems is necessary but not sufficient to guarantee reaching a goal state by an execution of a plan. Various discrepancies between an expected state and the observed state may occur…
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Data-Efficient Learning for Complex and Real-Time Physical Problem Solving Using Augmented Simulation ieeexplore.ieee.org
Robotics and Automation Letters, 2021. [All Versions].
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Semi-Supervised Abductive Learning and Its Application to Theft Judicial Sentencing ieeexplore.ieee.org
ICDM'20, 2020. [All Versions]. [Preprint]. In many practical tasks, there are usually two kinds of common information: cheap unlabeled data and domain knowledge in the form of symbols. There are some attempts using one single information source, such as semi-supervised learning…
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Domain Specific Language for Smart Contract Development ieeexplore.ieee.org
ICBC'20, 2020. [All Versions]. [Preprint]. This research addresses the understanding hardness raised from the conceptual discrepancy between contractual clauses and corresponding code of the Solidity programming language, by the design and study of a domain-specific smart…
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A Review of Tactile Information: Perception and Action Through Touch ieeexplore.ieee.org
IEEE Transactions on Robotics, 2020. [All Versions]. [Preprint]. Tactile sensing is a key sensor modality for robots interacting with their surroundings. These sensors provide a rich and diverse set of data signals that contain detailed information collected from contacts…
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Cooperative Training of Descriptor and Generator Networks ieeexplore.ieee.org
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2018. [All Versions]. This paper studies the cooperative training of two generative models for image modeling and synthesis. Both models are parametrized by convolutional neural networks (ConvNets). The first model…
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Taking the Human Out of the Loop: A Review of Bayesian Optimization ieeexplore.ieee.org
Proceedings of the IEEE, 2015. [All Versions]. [Preprint]. Big Data applications are typically associated with systems involving large numbers of users, massive complex software systems, and large-scale heterogeneous computing and storage architectures. The construction of such…
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Minimax entropy principle and its application to texture modeling ieeexplore.ieee.org
Neural Computing, 1997. [All Versions]. [Preprint]. This article proposes a general theory and methodology, called the minimax entropy principle, for building statistical models for images (or signals) in a variety of applications. This principle consists of two parts. The…
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Usability Evaluation of Domain-Specific Languages ieeexplore.ieee.org
ICQICT'12, 2012. [All Versions]. [Preprint]. The purpose of this proposal is to contribute to the systematic activity of Software Language Engineering by focusing on the issue of the Usability evaluation of DSLs. Usability evaluation is often skipped, relaxed, or at least…
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Product Line Engineering Using Domain-Specific Languages ieeexplore.ieee.org
ISPLC'11, 2011. [All Versions]. [Preprint]. This paper investigates the application of domain-specific languages in product line engineering (PLE). It starts by analyzing the limits of expressivity of feature models. Feature models correspond to context-free grammars without…
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JARVIS-1: Open-World Multi-Task Agents With Memory-Augmented Multimodal Language Models ieeexplore.ieee.org
IEEE Transactions on Pattern Analysis and Machine Intelligence. [All Versions]. Achieving human-like planning and control with multimodal observations in an open world is a key milestone for more functional generalist agents. Existing approaches can handle certain long-horizon…
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Constraint Representation Towards Precise Data-Driven Storytelling ieeexplore.ieee.org
VIS-Gen4DS'24, 2024. [All Versions]. [Preprint]. A position paper on DSL for data-driven storytelling. Data-driven storytelling serves as a crucial bridge for communicating ideas in a persuasive way. However, the manual creation of data stories is a multifaceted…
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LogiCode: An LLM-Driven Framework for Logical Anomaly Detection ieeexplore.ieee.org
IEEE Transactions on Automation Science and Engineering, 2024. [All Versions]. This paper presents LogiCode, a novel framework that leverages Large Language Models (LLMs) for identifying logical anomalies in industrial settings, moving beyond the traditional focus on structural…
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VMC: A Grammar for Visualizing Statistical Model Checks ieeexplore.ieee.org
IEEE Transactions on Visualization and Computer Graphics, 2024. [All Versions]. Visualizations play a critical role in validating and improving statistical models. However, the design space of model check visualizations is not well understood, making it difficult for authors to…
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Visual Pattern Discrimination ieeexplore.ieee.org
IRE Transactions on Information Theory, 1962. [All Versions].
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LogSay: An Efficient Comprehension System for Log Numerical Reasoning ieeexplore.ieee.org
IEEE Transactions on Computers, 2024. [All Versions]. With the growth of smart systems and applications, high volume logs are generated that record important data for system maintenance. System developers are usually required to analyze logs to track the status of the system or…
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Knowledge-Based Embodied Question Answering ieeexplore.ieee.org
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023. [All Versions]. This paper proposes a novel Knowledge-based Embodied Question Answering (K-EQA) task, in which the agent intelligently explores the environment to answer various questions with the knowledge…
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Optimizing Spaced Repetition Schedule by Capturing the Dynamics of Memory ieeexplore.ieee.org
IEEE Transactions on Knowledge and Data Engineering, 2023. [All Versions].
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The Design, Education and Evolution of a Robotic Baby ieeexplore.ieee.org
IEEE Transactions on Robotics, 2023. [All Versions]. Inspired by Alan Turing's idea of a child machine, this article introduces the formal definition of a robotic baby, an integrated system with minimal world knowledge at birth, capable of learning incrementally and…
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Image segmentation by data-driven markov chain monte carlo ieeexplore.ieee.org
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2002. [All Versions]. [Preprint]. This paper presents a computational paradigm called Data-Driven Markov Chain Monte Carlo (DDMCMC) for image segmentation in the Bayesian statistical framework. The paper…
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The Extended Mind icds.uoregon.edu
Analysis, 1998. [All Versions]. The original paper on the debate of mind externalism.
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Inference to the Best Explanation hps.cam.ac.uk
Routledge, 1991. [All Versions]. Lipton's original paper on Inference to the Best Explanation as a specialized condition of Abduction.
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Scientific discovery: Computational explorations of the creative processes hk1lib.org
MIT Press, 1987. [All Versions]. The book is divided into four parts. Part I introduces the subject of discovery, defines the scope of our work, and discusses some of the issues that have surrounded and still surround our topic. Parts II and III contain the main body of our…
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The Origin of Concepts hk1lib.org
Oxford University Press, 2009. [All Versions]. Susan Carey's extended book on the theory theory of concepts in child development.
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Conceptual Change in Childhood hk1lib.org
MIT Press, 1985. [All Versions]. Susan Carey's book on the theory theory of concepts in child development.
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Models of Discovery: And Other Topics in the Methods of Science hk1lib.org
Springer, 1977. [All Versions]. The original book on search as scientific thinking.
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Deep Learning: How the Mind Overrides Experience hk1lib.org
Cambridge University Press, 2011. [All Versions].
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Constraint relaxation and chunk decomposition in insight problem solving hf.uni-koeln.de
Journal of Experimental Psychology, 1999. [All Versions]. [APA].
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Cognitive Science and Science Education harvardlds.org
American Psychologist, 1986. [All Versions]. Susan Carey's review on cognitive-science-based methodologies for science education research.
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Asking and evaluating natural language questions gureckislab.org
CogSci'16, 2016. [All Versions]. A behavioral study for the battleship game.
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Similarity involving attributes and relations: Judgments of similarity and difference are not inverses groups.psych.northwestern.edu
Psychological Science, 1990. [All Versions]. Theory on similarity judgement by attributes and relations.
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Multi-task reinforcement learning in humans gershmanlab.com
Nature Human Behavior, 2021. [All Versions].
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The successor representation in human reinforcement learning gershmanlab.com
Nature Human Behavior, 2017. [All Versions].
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Computational rationality: A converging paradigm for intelligence in brains, minds, and machines gershmanlab.com
Science, 2015. [All Versions]. A comprehensive review on the rationality of Bayesian computational models.
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Learning to act by integrating mental simulations and physical experiments gershmanlab.com
CogSci'21, 2018. [All Versions].
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Galactica: A Large Language Model for Science galactica.org
Meta AI, 2022. [All Versions]. A large language model trained on large-scale scientific corpus.
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