Explainable and Explicit Visual Reasoning over Scene Graphs

5 December 2018

Papers citing "Explainable and Explicit Visual Reasoning over Scene Graphs"

50 / 123 papers shown

Title
Adaptive Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu Lianli Gao Pengpeng Zeng Hengtao Shen Jingkuan Song 31 18 0 11 Jul 2022
From Shallow to Deep: Compositional Reasoning over Graphs for Visual Question Answering Zihao Zhu NAI ReLM GNN 30 3 0 25 Jun 2022
Importance Weighted Structure Learning for Scene Graph Generation Daqing Liu M. Bober J. Kittler 27 5 0 14 May 2022
RU-Net: Regularized Unrolling Network for Scene Graph Generation Xin Lin Changxing Ding Jing Zhang Yibing Zhan Dacheng Tao 25 30 0 03 May 2022
Fine-Grained Predicates Learning for Scene Graph Generation Xinyu Lyu Lianli Gao Yuyu Guo Zhou Zhao Hao Huang Hengtao Shen Jingkuan Song 28 36 0 06 Apr 2022
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations Leonard Salewski A. Sophia Koepke Hendrik P. A. Lensch Zeynep Akata LRM NAI 30 20 0 05 Apr 2022
Biasing Like Human: A Cognitive Bias Framework for Scene Graph Generation Xiaoguang Chang Teng Wang Changyin Sun Wenzhe Cai 16 2 0 17 Mar 2022
REX: Reasoning-aware and Grounded Explanation Shi Chen Qi Zhao 25 18 0 11 Mar 2022
Spatial Commonsense Graph for Object Localisation in Partial Scenes Francesco Giuliari Geri Skenderi Marco Cristani Yiming Wang Alessio Del Bue 8 17 0 10 Mar 2022
Vision-Language Intelligence: Tasks, Representation Learning, and Large Models Feng Li Hao Zhang Yi-Fan Zhang S. Liu Jian Guo L. Ni Pengchuan Zhang Lei Zhang AI4TS VLM 24 36 0 03 Mar 2022
Constrained Structure Learning for Scene Graph Generation Daqing Liu M. Bober J. Kittler 3DV CML BDL OCL 61 7 0 27 Jan 2022
RelTR: Relation Transformer for Scene Graph Generation Yuren Cong M. Yang Bodo Rosenhahn ViT 97 133 0 27 Jan 2022
A Cognitive Explainer for Fetal ultrasound images classifier Based on Medical Concepts Ying-Shuai Wanga Yunxia Liua Licong Dongc Xuzhou Wua Huabin Zhangb Qiongyu Yed Desheng Sunc Xiaobo Zhoue Kehong Yuan 27 0 0 19 Jan 2022
SGTR: End-to-end Scene Graph Generation with Transformer Rongjie Li Songyang Zhang Xuming He ViT 47 114 0 24 Dec 2021
SGEITL: Scene Graph Enhanced Image-Text Learning for Visual Commonsense Reasoning Zhecan Wang Haoxuan You Liunian Harold Li Alireza Zareian Suji Park Yiqing Liang Kai-Wei Chang Shih-Fu Chang ReLM LRM 15 30 0 16 Dec 2021
Neural Belief Propagation for Scene Graph Generation Daqi Liu M. Bober J. Kittler GNN 19 8 0 10 Dec 2021
Consensus Graph Representation Learning for Better Grounded Image Captioning Wenqiao Zhang Haochen Shi Siliang Tang Jun Xiao Qiang Yu Yueting Zhuang 15 54 0 02 Dec 2021
Relational Graph Learning for Grounded Video Description Generation Wenqiao Zhang Qing Guo Siliang Tang Haizhou Shi Haochen Shi Jun Xiao Yueting Zhuang Luu Anh Tuan 19 33 0 02 Dec 2021
Topic Scene Graph Generation by Attention Distillation from Caption Wenbin Wang R. Wang X. Chen DiffM 17 14 0 12 Oct 2021
CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models Yuan Yao Ao Zhang Zhengyan Zhang Zhiyuan Liu Tat-Seng Chua Maosong Sun MLLM VPVLM VLM 208 221 0 24 Sep 2021
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question Answering Jihyung Kil Cheng Zhang D. Xuan Wei-Lun Chao 61 20 0 13 Sep 2021
BGT-Net: Bidirectional GRU Transformer Network for Scene Graph Generation Naina Dhingra Florian Ritter A. Kunz 73 37 0 11 Sep 2021
Learning to Generate Scene Graph from Natural Language Supervision Yiwu Zhong Jing Shi Jianwei Yang Chenliang Xu Yin Li SSL 42 77 0 06 Sep 2021
Hierarchical Representations and Explicit Memory: Learning Effective Navigation Policies on 3D Scene Graphs using Graph Neural Networks Zachary Ravichandran Lisa Peng Nathan Hughes J. D. Griffith Luca Carlone 37 68 0 02 Aug 2021
Separating Skills and Concepts for Novel Visual Question Answering Spencer Whitehead Hui Wu Heng Ji Rogerio Feris Kate Saenko CoGe 30 34 0 19 Jul 2021
Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering Rajat Koner Hang Li Marcel Hildebrandt Deepan Das Volker Tresp Stephan Günnemann 43 31 0 13 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 19 75 0 10 Jul 2021
Recovering the Unbiased Scene Graphs from the Biased Ones Meng-Jiun Chiou Henghui Ding Hanshu Yan Changhu Wang Roger Zimmermann Jiashi Feng 44 113 0 05 Jul 2021
Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs Daniel Reich F. Putze Tanja Schultz 27 2 0 28 Jun 2021
Structured Sparse R-CNN for Direct Scene Graph Generation Yao Teng Limin Wang 3DPC GNN 26 53 0 21 Jun 2021
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules Aisha Urooj Khan Hilde Kuehne Kevin Duarte Chuang Gan N. Lobo M. Shah 23 34 0 11 May 2021
Agent-Centric Representations for Multi-Agent Reinforcement Learning Wenling Shang L. Espeholt Anton Raichuk Tim Salimans EgoV 19 10 0 19 Apr 2021
Bipartite Graph Network with Adaptive Message Passing for Unbiased Scene Graph Generation Rongjie Li Songyang Zhang Bo Wan Xuming He 185 214 0 01 Apr 2021
Improved and efficient inter-vehicle distance estimation using road gradients of both ego and target vehicles Robik Shrestha Jinkyu Lee Kushal Kafle S. Hwang Il Yong Chun 12 1 0 01 Apr 2021
Visual Distant Supervision for Scene Graph Generation Yuan Yao Ao Zhang Xu Han Mengdi Li C. Weber Zhiyuan Liu S. Wermter Maosong Sun 13 40 0 29 Mar 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
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 18 0 0 17 Jan 2021
Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead Hui Wu Yi Ren Fung Heng Ji Rogerio Feris Kate Saenko 29 11 0 26 Nov 2020
Interpretable Visual Reasoning via Induced Symbolic Space Zhonghao Wang Kai Wang Mo Yu Jinjun Xiong Wen-mei W. Hwu M. Hasegawa-Johnson Humphrey Shi LRM OCL 8 19 0 23 Nov 2020
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering Weixin Liang Fei Niu Aishwarya N. Reganti Govind Thattai Gokhan Tur 31 17 0 21 Nov 2020
Multimodal Research in Vision and Language: A Review of Current and Emerging Trends Shagun Uppal Sarthak Bhagat Devamanyu Hazarika Navonil Majumdar Soujanya Poria Roger Zimmermann Amir Zadeh 23 6 0 19 Oct 2020
Interpretable Neural Computation for Real-World Compositional Visual Question Answering Ruixue Tang Chao Ma CoGe 11 2 0 10 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu Hideki Nakayama GNN 25 3 0 30 Sep 2020
CogTree: Cognition Tree Loss for Unbiased Scene Graph Generation Jiahao Yu Yuan Chai Yujing Wang Yue Hu Qi Wu CML 32 111 0 16 Sep 2020
Visual Relationship Detection with Visual-Linguistic Knowledge from Multimodal Representations Meng-Jiun Chiou Roger Zimmermann Jiashi Feng 21 1 0 10 Sep 2020
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering Siwen Luo S. Han Kaiyuan Sun Josiah Poon CoGe LRM ReLM 18 4 0 27 Jul 2020
Sketching Image Gist: Human-Mimetic Hierarchical Scene Graph Generation Wenbin Wang Ruiping Wang Shiguang Shan Xilin Chen 3DH 21 53 0 17 Jul 2020
Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions Noa Garcia Yuta Nakashima 18 32 0 17 Jul 2020
Generative Compositional Augmentations for Scene Graph Prediction Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 15 25 0 11 Jul 2020
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering Qing Li Siyuan Huang Yining Hong Song-Chun Zhu 20 29 0 03 Jul 2020