Jakob Suchan

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 35

Top Topics

Spatial Reasoning

Natural Language

Answer Set Programming

Human Interactions

Top Venues

Publications

Jakob Suchan, Jan-Patrick Osterloh
Assessing Drivers' Situation Awareness in Semi-Autonomous Vehicles: ASP based Characterisations of Driving Dynamics for Modelling Scene Interpretation and Projection. CoRR (2023)
Björn Koopmann, Alexander Trende, Karina Rothemann, Linda Feeken, Jakob Suchan, Daniela Johannmeyer, Yvonne Brück
Challenges in Achieving Explainability for Cooperative Transportation Systems. RE Workshops (2022)
Vipul Nair, Jakob Suchan, Mehul Bhatt, Paul Hemeren
Attentional synchrony in films: A window to visuospatial characterization of events. SAP (2022)
Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
Commonsense visual sensemaking for autonomous driving - On generalised neurosymbolic online abduction integrating vision and semantics. Artif. Intell. 299 (2021)
Mehul Bhatt, Jakob Suchan
Artificial Visual Intelligence - Perceptual Commonsense for Human-Centred Cognitive Technologies. ACAI (2021)
Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
Driven by Commonsense. ECAI (2020)
Mehul Bhatt, Jakob Suchan
Cognitive Vision and Perception. ECAI (2020)
Vasiliki Kondyli, Mehul Bhatt, Jakob Suchan
Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving. STAIRS@ECAI (2020)
Vasiliki Kondyli, Mehul Bhatt, Jakob Suchan
Towards a Human-Centred Cognitive Model of Visuospatial Complexity in Everyday Driving. CoRR (2020)
Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics. CoRR (2020)
Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving. CoRR (2019)
Mehul Bhatt, Jakob Suchan, Srikrishna Varadarajan
Deep Semantics for Explainable Visuospatial Intelligence: Perspectives on Integrating Commonsense Spatial Abstractions and Low-Level Neural Features. NeSy@IJCAI (2019)
Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan
Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving. IJCAI (2019)
Carl P. L. Schultz, Mehul Bhatt, Jakob Suchan, Przemyslaw Andrzej Walega
Answer Set Programming Modulo 'Space-Time'. CoRR (2018)
Carl P. L. Schultz, Mehul Bhatt, Jakob Suchan, Przemyslaw Andrzej Walega
Answer Set Programming Modulo 'Space-Time'. RuleML+RR (2018)
Jakob Suchan, Mehul Bhatt, Srikrishna Varadarajan, Seyed Ali Amirshahi, Stella X. Yu
Semantic Analysis of (Reflectional) Visual Symmetry: A Human-Centred Computational Model for Declarative Explainability. CoRR (2018)
Jakob Suchan, Mehul Bhatt, Przemyslaw Andrzej Walega, Carl P. L. Schultz
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning About Moving Objects. AAAI (2018)
Jakob Suchan, Mehul Bhatt
Deep Semantic Abstractions of Everyday Human Activities: On Commonsense Representations of Human Interactions. CoRR (2017)
Jakob Suchan
Declarative Reasoning about Space and Motion with Video. Künstliche Intell. 31 (4) (2017)
Jakob Suchan, Mehul Bhatt
Commonsense Scene Semantics for Cognitive Robotics: Towards Grounding Embodied Visuo-Locomotive Interactions. ICCV Workshops (2017)
Mehul Bhatt, Carl P. L. Schultz, Jakob Suchan, Przemyslaw Andrzej Walega
Declarative Spatial Reasoning for Intelligent Cinematography. WICED@Eurographics (2017)
Jakob Suchan, Mehul Bhatt
Deep Semantic Abstractions of Everyday Human Activities - On Commonsense Representations of Human Interactions. ROBOT (1) (2017)
Jakob Suchan, Mehul Bhatt
Commonsense Scene Semantics for Cognitive Robotics: Towards Grounding Embodied Visuo-Locomotive Interactions. CoRR (2017)
Jakob Suchan, Mehul Bhatt, Przemyslaw Andrzej Walega, Carl P. L. Schultz
Visual Explanation by High-Level Abduction: On Answer-Set Programming Driven Reasoning about Moving Objects. CoRR (2017)
Jakob Suchan, Mehul Bhatt, Carl P. L. Schultz
Deeply Semantic Inductive Spatio-Temporal Learning. ILP (Short Papers) (2016)
Michael Spranger, Jakob Suchan, Mehul Bhatt, Manfred Eppe
Grounding Dynamic Spatial Relations for Embodied (Robot) Interaction. CoRR (2016)
Mehul Bhatt, Jakob Suchan, Carl P. L. Schultz, Vasiliki Kondyli, Saurabh Goyal
Artificial Intelligence for Predictive and Evidence Based Architecture Design. AAAI (2016)
Jakob Suchan, Mehul Bhatt, Stella X. Yu
The perception of symmetry in the moving image: multi-level computational analysis of cinematographic scene structure and its visual reception. SAP (2016)
Jakob Suchan, Mehul Bhatt, Carl P. L. Schultz
Deeply Semantic Inductive Spatio-Temporal Learning. CoRR (2016)
Jakob Suchan, Mehul Bhatt
The geometry of a scene: On deep semantics for visual perception driven cognitive film, studies. WACV (2016)
Mehul Bhatt, Jakob Suchan, Vasiliki Kondyli, Carl P. L. Schultz
Embodied visuo-locomotive experience analysis: immersive reality based summarisation of experiments in environment-behaviour studies. SAP (2016)
Jakob Suchan, Mehul Bhatt
Semantic Question-Answering with Video and Eye-Tracking Data: AI Foundations for Human Visual Perception Driven Cognitive Film Studies. IJCAI (2016)
Michael Spranger, Jakob Suchan, Mehul Bhatt
Robust Natural Language Processing - Combining Reasoning, Cognitive Semantics, and Construction Grammar for Spatial Language. IJCAI (2016)
Michael Spranger, Jakob Suchan, Mehul Bhatt
Robust Natural Language Processing - Combining Reasoning, Cognitive Semantics and Construction Grammar for Spatial Language. CoRR (2016)
Carl P. L. Schultz, Mehul Bhatt, Jakob Suchan
Probabilistic Spatial Reasoning in Constraint Logic Programming. SUM (2016)
Jakob Suchan, Mehul Bhatt, Harshita Jhavar
Talking about the Moving Image: A Declarative Model for Image Schema Based Embodied Perception Grounding and Language Generation. CoRR (2015)
Jakob Suchan, Mehul Bhatt, Paulo E. Santos
Perceptual Narratives of Space and Motion for Semantic Interpretation of Visual Data. ECCV Workshops (2) (2014)
Michael Spranger, Jakob Suchan, Mehul Bhatt, Manfred Eppe
Grounding Dynamic Spatial Relations for Embodied (Robot) Interaction. PRICAI (2014)
Mehul Bhatt, Jakob Suchan, Carl P. L. Schultz
Cognitive Interpretation of Everyday Activities - Toward Perceptual Narrative Based Visuo-Spatial Scene Interpretation. CMN (2013)
Mehul Bhatt, Jakob Suchan, Christian Freksa
ROTUNDE - A Smart Meeting Cinematography Initiative: Tools, Datasets, and Benchmarks for Cognitive Interpretation and Control. CoRR (2013)
Mehul Bhatt, Jakob Suchan, Christian Freksa
Rotunde - A Smart Meeting Cinematography Initiative - Tools, Datasets, and Benchmarks for Cognitive Interpretation and Control. AAAI Workshop: Space, Time, and Ambient Intelligence (2013)
Mehul Bhatt, Jakob Suchan, Carl P. L. Schultz
Cognitive Interpretation of Everyday Activities: Toward Perceptual Narrative Based Visuo-Spatial Scene Interpretation. CoRR (2013)
Jakob Suchan, Mehul Bhatt
Toward an Activity Theory Based Model of Spatio-Temporal Interactions - Integrating Situational Inference and Dynamic (Sensor) Control. STAIRS (2012)