Modeling multimodal integration with event logic charts [PDF]
In this paper we present a novel approach to the combined modeling of multimodal fusion and interaction management. The approach is based on a declarative multimodal event logic that allows the integration of inputs distributed over multiple modalities in accordance to spatial, temporal and semantic constraints. In conjunction with a visual state chart
Mehlmann, Gregor, André, Elisabeth
openaire +3 more sources
Multimodal Logical Inference System for Visual-Textual Entailment [PDF]
A large amount of research about multimodal inference across text and vision has been recently developed to obtain visually grounded word and sentence representations. In this paper, we use logic-based representations as unified meaning representations for texts and images and present an unsupervised multimodal logical inference system that can ...
Masashi Yoshikawa+4 more
arxiv +5 more sources
Description Logics and Rules for Multimodal Situational Awareness in Healthcare [PDF]
Comunicació presentada a: Video Browser Showdown (VBS'17) dins 23rd International Conference on MultiMedia Modeling (MMM'17); celebrats el 4 de gener de 2017 a Reykjavik, Islàndia. We present a framework for semantic situation understand- ing and interpretation of multimodal data using Description Logics (DL) and rules. More precisely, we use
Meditskos, Georgios+2 more
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Cattle welfare assessment based on adaptive fuzzy logic and multimodal data fusion
This study proposes a cattle welfare evaluation method based on multi-modal data fusion, which integrates various data dimensions, such as cattle behavior characteristics, feeding management conditions, and environmental parameters, to achieve a ...
Lei Tong+10 more
doaj +2 more sources
Inferring combinatorial association logic networks in multimodal genome-wide screens [PDF]
Abstract Motivation: We propose an efficient method to infer combinatorial association logic networks from multiple genome-wide measurements from the same sample. We demonstrate our method on a genetical genomics dataset, in which we search for Boolean combinations of multiple genetic loci that associate with transcript levels.
De Ridder, J. (author)+5 more
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FlowVQA: Mapping Multimodal Logic in Visual Question Answering with Flowcharts [PDF]
Existing benchmarks for visual question answering lack in visual grounding and complexity, particularly in evaluating spatial reasoning skills. We introduce FlowVQA, a novel benchmark aimed at assessing the capabilities of visual question-answering multimodal language models in reasoning with flowcharts as visual contexts.
Shubhankar Singh+6 more
arxiv +3 more sources
Exploiting adaptive neuro-fuzzy inference systems for cognitive patterns in multimodal brain signal analysis [PDF]
The analysis of cognitive patterns through brain signals offers critical insights into human cognition, including perception, attention, memory, and decision-making.
T. Thamaraimanalan+3 more
doaj +2 more sources
On the Multimodal Logic of Normative Systems [PDF]
We introduce Multimodal Logics of Normative Systems as a contribution to the development of a general logical framework for reasoning about normative systems over logics for Multi-Agent Systems. Given a multimodal logic L, for every modality □i and normative system η, we expand the language adding a new modality □iη with the intended meaning of □iηΦ ...
Pilar Dellunde
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Interpretable Multimodal Out-of-Context Detection with Soft Logic Regularization
ICASSP 2024 lecture ...
Ma, Huanhuan+4 more
openaire +3 more sources
Graded modal logic and counting message passing automata [PDF]
We examine the relationship of graded (multi)modal logic to counting (multichannel) message passing automata with applications to the Weisfeiler-Leman algorithm. We introduce the notion of graded multimodal types, which are formulae of graded multimodal logic that encode the local information of a pointed Kripke-model. We also introduce message passing
Ahvonen, Veeti+2 more
arxiv +2 more sources