Explainable Video Action Reasoning via Prior Knowledge and State Transitions

28 August 2019

Papers citing "Explainable Video Action Reasoning via Prior Knowledge and State Transitions"

29 / 29 papers shown

Title
Explainable Scene Understanding with Qualitative Representations and Graph Neural Networks Nassim Belmecheri A. Gotlieb Nadjib Lazaar Helge Spieker GNN 51 0 0 17 Apr 2025
Interacted Object Grounding in Spatio-Temporal Human-Object Interactions Xiaoyang Liu Boran Wen Xinpeng Liu Zizheng Zhou Hongwei Fan Cewu Lu Lizhuang Ma Yulong Chen Yongqian Li 56 2 0 27 Dec 2024
A Review of Multimodal Explainable Artificial Intelligence: Past, Present and Future Shilin Sun Wenbin An Feng Tian Fang Nan Qidong Liu Xiaozhong Liu N. Shah Ping Chen 96 2 0 18 Dec 2024
Situational Scene Graph for Structured Human-centric Situation Understanding Chinthani Sugandhika Chen Li Deepu Rajan Basura Fernando 161 1 0 30 Oct 2024
MECD: Unlocking Multi-Event Causal Discovery in Video Reasoning Tieyuan Chen Huabin Liu Tianyao He Yihang Chen Chaofan Gan ... Cheng Zhong Yang Zhang Yingxue Wang Hui Lin Weiyao Lin VGen CML 39 5 0 26 Sep 2024
From Category to Scenery: An End-to-End Framework for Multi-Person Human-Object Interaction Recognition in Videos Tanqiu Qiao Ruochen Li Frederick W. B. Li Hubert P. H. Shum 42 0 0 01 Jul 2024
An Integrated Framework for Multi-Granular Explanation of Video Summarization K. Tsigos Evlampios Apostolidis Vasileios Mezaris 22 0 0 16 May 2024
Uncertainty-boosted Robust Video Activity Anticipation Zhaobo Qi Shuhui Wang Weigang Zhang Qingming Huang 36 5 0 29 Apr 2024
AUG: A New Dataset and An Efficient Model for Aerial Image Urban Scene Graph Generation Yansheng Li Kun Li Yongjun Zhang Linlin Wang Dingwen Zhang 53 3 0 11 Apr 2024
Language Model Guided Interpretable Video Action Reasoning Ning Wang Guangming Zhu HS Li Liang Zhang Syed Afaq Ali Shah Mohammed Bennamoun 51 3 0 02 Apr 2024
Improving deep learning with prior knowledge and cognitive models: A survey on enhancing explainability, adversarial robustness and zero-shot learning F. Mumuni A. Mumuni AAML 37 5 0 11 Mar 2024
TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning Kate Sanders Nathaniel Weir Benjamin Van Durme LRM 33 11 0 29 Feb 2024
Multimodal Explainable Artificial Intelligence: A Comprehensive Review of Methodological Advances and Future Research Directions N. Rodis Christos Sardianos Panagiotis I. Radoglou-Grammatikis Panagiotis G. Sarigiannidis Iraklis Varlamis Georgios Th. Papadopoulos 25 22 0 09 Jun 2023
Visual Reasoning: from State to Transformation Xin Hong Yanyan Lan Liang Pang J. Guo Xueqi Cheng LRM 16 3 0 02 May 2023
Discovering A Variety of Objects in Spatio-Temporal Human-Object Interactions Yong-Lu Li Hongwei Fan Zuoyu Qiu Yiming Dou Liang Xu ... Peiyang Guo Haisheng Su Dongliang Wang Wei Yu Wu Cewu Lu 35 7 0 14 Nov 2022
Spatial Parsing and Dynamic Temporal Pooling networks for Human-Object Interaction detection Hongsheng Li Guangming Zhu Wu Zhen Lan Ni Peiyi Shen Liang Zhang Ning Wang Cong Hua 25 3 0 07 Jun 2022
Effective Abstract Reasoning with Dual-Contrast Network Tao Zhuo Mohan S. Kankanhalli 16 40 0 27 May 2022
PSTNet: Point Spatio-Temporal Convolution on Point Cloud Sequences Hehe Fan Xin Yu Yuhang Ding Yi Yang Mohan S. Kankanhalli 3DPC 129 111 0 27 May 2022
Precondition and Effect Reasoning for Action Recognition Hongsang Yoo Haopeng Li Qiuhong Ke Liangchen Liu Rui Zhang CML 36 4 0 19 Dec 2021
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 53 113 0 07 Dec 2021
Unsupervised Motion Representation Learning with Capsule Autoencoders Ziwei Xu Xudong Shen Yongkang Wong Mohan S. Kankanhalli 41 20 0 01 Oct 2021
Unsupervised Abstract Reasoning for Raven's Problem Matrices Tao Zhuo Qian Huang Mohan S. Kankanhalli LRM 113 22 0 21 Sep 2021
Relation-aware Compositional Zero-shot Learning for Attribute-Object Pair Recognition Ziwei Xu Guangzhi Wang Yongkang Wong Mohan S. Kankanhalli 49 26 0 10 Aug 2021
A Comprehensive Survey of Scene Graphs: Generation and Application Xiaojun Chang Pengzhen Ren Pengfei Xu Zhihui Li Xiaojiang Chen Alexander G. Hauptmann 3DV 33 221 0 17 Mar 2021
Temporal Contrastive Graph Learning for Video Action Recognition and Retrieval Yang Liu Keze Wang Haoyuan Lan Liang Lin 24 16 0 04 Jan 2021
Transformation Driven Visual Reasoning Xin Hong Yanyan Lan Liang Pang Jiafeng Guo Xueqi Cheng LRM 21 21 0 26 Nov 2020
Solving Raven's Progressive Matrices with Neural Networks Tao Zhuo Mohan S. Kankanhalli 27 26 0 05 Feb 2020
Action Genome: Actions as Composition of Spatio-temporal Scene Graphs Jingwei Ji Ranjay Krishna Li Fei-Fei Juan Carlos Niebles 39 335 0 15 Dec 2019
Learning Human Activities and Object Affordances from RGB-D Videos H. Koppula Rudhir Gupta Ashutosh Saxena 96 727 0 04 Oct 2012