Neuro-Symbolic Spatio-Temporal Reasoning

28 November 2022

Pascal Hitzler

Michael Sioutis

Md Kamruzzaman Sarker

Papers citing "Neuro-Symbolic Spatio-Temporal Reasoning"

29 / 29 papers shown

Title
Visual Question Answering From Another Perspective: CLEVR Mental Rotation Tests Christopher Beckham Martin Weiss Florian Golemo S. Honari Derek Nowrouzezahrai C. Pal 99 7 0 03 Dec 2022
Gathering Strength, Gathering Storms: The One Hundred Year Study on Artificial Intelligence (AI100) 2021 Study Panel Report Michael L. Littman Ifeoma Ajunwa G. Berger Craig Boutilier Morgan E. Currie ... Melanie Mitchell J. Shah S. Sloman Shannon Vallor T. Walsh ELM 65 101 0 27 Oct 2022
What is Right for Me is Not Yet Right for You: A Dataset for Grounding Relative Directions via Multi-Task Learning Jae Hee Lee Matthias Kerzel Kyra Ahrens C. Weber S. Wermter 57 9 0 05 May 2022
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework Peng Wang An Yang Rui Men Junyang Lin Shuai Bai Zhikang Li Jianxin Ma Chang Zhou Jingren Zhou Hongxia Yang MLLM ObjD 147 873 0 07 Feb 2022
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning Yining Hong Li Yi J. Tenenbaum Antonio Torralba Chuang Gan 39 40 0 09 Dec 2021
Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases M. V. Bekkum M. D. Boer F. V. Harmelen André Meyer-Vitali A. T. Teije 50 73 0 23 Feb 2021
Commonsense Visual Sensemaking for Autonomous Driving: On Generalised Neurosymbolic Online Abduction Integrating Vision and Semantics Jakob Suchan M. Bhatt Srikrishna Varadarajan 44 30 0 28 Dec 2020
Logic Tensor Networks Samy Badreddine Artur Garcez Luciano Serafini Michael Spranger NAI 117 207 0 25 Dec 2020
Rel3D: A Minimally Contrastive Benchmark for Grounding Spatial Relations in 3D Ankit Goyal Kaiyu Yang Dawei Yang Jia Deng 74 42 0 03 Dec 2020
A Generalised Approach for Encoding and Reasoning with Qualitative Theories in Answer Set Programming George Baryannis Ilias Tachmazidis Sotiris Batsakis G. Antoniou Mario Alviano Emmanuel Papadakis 20 5 0 04 Aug 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh Hamid Palangi Oleksandr Polozov Yichen Huang K. Koishida NAI LRM 72 60 0 20 Jun 2020
Visual Relationship Detection using Scene Graphs: A Survey Aniket Agarwal Ayush Mangal Vipul GNN 54 21 0 16 May 2020
From Statistical Relational to Neuro-Symbolic Artificial Intelligence Luc de Raedt Sebastijan Dumancic Robin Manhaeve Giuseppe Marra NAI 49 103 0 18 Mar 2020
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 77 481 0 05 Dec 2019
Allen's Interval Algebra Makes the Difference Tomi Janhunen Michael Sioutis AI4CE 21 7 0 03 Sep 2019
SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition Kaiyu Yang Olga Russakovsky Jia Deng 3DPC 50 61 0 07 Aug 2019
Out of Sight But Not Out of Mind: An Answer Set Programming Based Online Abduction Framework for Visual Sensemaking in Autonomous Driving Jakob Suchan M. Bhatt Srikrishna Varadarajan 58 41 0 31 May 2019
Semantic Referee: A Neural-Symbolic Framework for Enhancing Geospatial Semantic Segmentation Marjan Alirezaie Martin Längkvist Michael Sioutis Amy Loutfi 81 35 0 30 Apr 2019
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision Jiayuan Mao Chuang Gan Pushmeet Kohli J. Tenenbaum Jiajun Wu NAI 134 697 0 26 Apr 2019
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 103 603 0 01 Nov 2018
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language Understanding Kexin Yi Jiajun Wu Chuang Gan Antonio Torralba Pushmeet Kohli J. Tenenbaum NAI 84 608 0 04 Oct 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 193 577 0 08 Mar 2018
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 352 2,208 0 22 Sep 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 295 2,375 0 20 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 336 3,238 0 02 Dec 2016
Visual Relationship Detection with Language Priors Cewu Lu Ranjay Krishna Michael S. Bernstein Li Fei-Fei VLM 76 1,140 0 31 Jul 2016
Visual Question Answering: A Survey of Methods and Datasets Qi Wu Damien Teney Peng Wang Chunhua Shen A. Dick Anton Van Den Hengel 80 418 0 20 Jul 2016
Non-Monotonic Spatial Reasoning with Answer Set Programming Modulo Theories P. Walega C. Schultz M. Bhatt LRM 32 30 0 25 Jun 2016
Visual Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations Ranjay Krishna Yuke Zhu Oliver Groth Justin Johnson Kenji Hata ... Yannis Kalantidis Li Li David A. Shamma Michael S. Bernstein Fei-Fei Li 215 5,743 0 23 Feb 2016