Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog

10 April 2022

Papers citing "Reasoning with Multi-Structure Commonsense Knowledge in Visual Dialog"

36 / 36 papers shown

Title
GoG: Relation-aware Graph-over-Graph Network for Visual Dialog Feilong Chen Xiuyi Chen Fandong Meng Peng Li Jie Zhou 123 35 0 17 Sep 2021
Multi-Modal Answer Validation for Knowledge-Based VQA Jialin Wu Jiasen Lu Ashish Sabharwal Roozbeh Mottaghi 147 145 0 23 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 990 29,871 0 26 Feb 2021
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta Marcus Rohrbach 111 186 0 20 Dec 2020
KBGN: Knowledge-Bridge Graph Network for Adaptive Vision-Text Reasoning in Visual Dialogue X. Jiang Siyi Du Zengchang Qin Yajing Sun Jiahao Yu 77 37 0 11 Aug 2020
DAM: Deliberation, Abandon and Memory Networks for Generating Detailed and Non-repetitive Responses in Visual Dialogue X. Jiang Jiahao Yu Yajing Sun Zengchang Qin Zihao Zhu Yue Hu Qi Wu MLLM 107 19 0 07 Jul 2020
Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering Zihao Zhu Jiahao Yu Yujing Wang Yajing Sun Yue Hu Qi Wu 93 128 0 16 Jun 2020
History for Visual Dialog: Do we really need it? Shubham Agarwal Trung Bui Joon-Young Lee Ioannis Konstas Verena Rieser VLM 36 71 0 08 May 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT Yue Wang Shafiq Joty Michael R. Lyu Irwin King Caiming Xiong Guosheng Lin 91 104 0 28 Apr 2020
Iterative Context-Aware Graph Inference for Visual Dialog Dan Guo Haibo Wang Hanwang Zhang Zhengjun Zha Meng Wang 68 49 0 05 Apr 2020
DMRM: A Dual-channel Multi-hop Reasoning Model for Visual Dialog Feilong Chen Fandong Meng Jiaming Xu Peng Li Bo Xu Jie Zhou 87 34 0 18 Dec 2019
Large-scale Pretraining for Visual Dialog: A Simple State-of-the-Art Baseline Vishvak Murahari Dhruv Batra Devi Parikh Abhishek Das VLM 85 117 0 05 Dec 2019
DualVD: An Adaptive Dual Encoding Model for Deep Visual Understanding in Visual Dialogue X. Jiang Jiahao Yu Zengchang Qin Yingying Zhuang Xingxing Zhang Yue Hu Qi Wu 73 70 0 17 Nov 2019
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 177 1,668 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 252 2,493 0 20 Aug 2019
Unicoder-VL: A Universal Encoder for Vision and Language by Cross-modal Pre-training Gen Li Nan Duan Yuejian Fang Ming Gong Daxin Jiang Ming Zhou SSL VLM MLLM 211 906 0 16 Aug 2019
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks Jiasen Lu Dhruv Batra Devi Parikh Stefan Lee SSL VLM 252 3,699 0 06 Aug 2019
OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge Kenneth Marino Mohammad Rastegari Ali Farhadi Roozbeh Mottaghi 117 1,092 0 31 May 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 111 1,255 0 18 Apr 2019
Factor Graph Attention Idan Schwartz Seunghak Yu Tamir Hazan Alex Schwing 95 110 0 11 Apr 2019
Reasoning Visual Dialogs with Structural and Partial Observations Zilong Zheng Wenguan Wang Siyuan Qi Song-Chun Zhu 88 117 0 11 Apr 2019
Relation-Aware Graph Attention Network for Visual Question Answering Linjie Li Zhe Gan Yu Cheng Jingjing Liu GNN 175 345 0 29 Mar 2019
Recursive Visual Attention in Visual Dialog Yulei Niu Hanwang Zhang Manli Zhang Jianhong Zhang Zhiwu Lu Ji-Rong Wen 88 119 0 06 Dec 2018
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach 56 165 0 06 Sep 2018
Large-Scale Visual Relationship Understanding Ji Zhang Yannis Kalantidis Marcus Rohrbach Manohar Paluri Ahmed Elgammal Mohamed Elhoseiny 47 169 0 27 Apr 2018
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning Qi Wu Peng Wang Chunhua Shen Ian Reid Anton Van Den Hengel GAN 62 129 0 21 Nov 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 104 383 0 09 Aug 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 123 4,223 0 25 Jul 2017
ConceptNet 5.5: An Open Multilingual Graph of General Knowledge R. Speer Joshua Chin Catherine Havasi 216 2,910 0 12 Dec 2016
Visual Dialog Abhishek Das Satwik Kottur Khushi Gupta Avi Singh Deshraj Yadav José M. F. Moura Devi Parikh Dhruv Batra 157 1,004 0 26 Nov 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 87 462 0 17 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 225 5,765 0 23 Feb 2016
Explicit Knowledge-based Reasoning for Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel A. Dick 87 261 0 09 Nov 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 533 62,409 0 04 Jun 2015
VQA: Visual Question Answering Aishwarya Agrawal Jiasen Lu Stanislaw Antol Margaret Mitchell C. L. Zitnick Dhruv Batra Devi Parikh CoGe 230 5,509 0 03 May 2015
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,338 0 01 Sep 2014