视觉大模型 / VLM

Cross-modal Knowledge Reasoning for Knowledge-based Visual Question Answering

Jing Yu, Zihao Zhu, Yujing Wang, Weifeng Zhang, Yue Hu, Jianlong Tan

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments Accepted at Pattern Recognition. arXiv admin note: substantial text overlap with arXiv:2006.09073

RUArt: A Novel Text-Centered Solution for Text-Based Visual Question Answering

Zan-Xia Jin, Heran Wu, Chun Yang, Fang Zhou, Jingyan Qin, Lei Xiao, Xu-Cheng Yin

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Attention Guided Semantic Relationship Parsing for Visual Question Answering

Moshiur Farazi, Salman Khan, Nick Barnes

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Hierarchical Deep Multi-modal Network for Medical Visual Question Answering

Deepak Gupta, Swati Suman, Asif Ekbal

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments Accepted for publication at Expert Systems with Applications

Component Analysis for Visual Question Answering Architectures

Camila Kolling, Jônatas Wehrmann, Rodrigo C. Barros

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Journal ref 2020 - The International Joint Conference on Neural Networks (IJCNN)

Applying recent advances in Visual Question Answering to Record Linkage

Marko Smilevski

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.AI、cs.LG

Comments 48 pages, 15 figures, 6 tables

Visual Question Answering as a Multi-Task Problem

Amelia Elizabeth Pollard, Jonathan L. Shapiro

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Scene Graph Reasoning for Visual Question Answering

Marcel Hildebrandt, Hang Li, Rajat Koner, Volker Tresp, Stephan Günnemann

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments ICML Workshop Graph Representation Learning and Beyond (GRL+)

Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing

Goonmeet Bajaj, Bortik Bandyopadhyay, Daniel Schmidt, Pranav Maneriker, Christopher Myers, Srinivasan Parthasarathy

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Visual Question Answering with Prior Class Semantics

Violetta Shevchenko, Damien Teney, Anthony Dick, Anton van den Hengel

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

RUBi: Reducing Unimodal Biases in Visual Question Answering

Remi Cadene, Corentin Dancette, Hedi Ben-younes, Matthieu Cord, Devi Parikh

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments NeurIPS 2019 http://papers.nips.cc/paper/8371-rubi-reducing-unimodal-biases-for-visual-question-answering

Journal ref Advances in Neural Information Processing Systems 2019 (pp. 839-850)

A Question-Centric Model for Visual Question Answering in Medical Imaging

Minh H. Vu, Tommy Löfstedt, Tufve Nyholm, Raphael Sznitman

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments Accepted at IEEE Transactions on Medical Imaging

Uncertainty based Class Activation Maps for Visual Question Answering

Badri N. Patro, Mayank Lunayach, Vinay P. Namboodiri

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments This work is an extension of our ICCV-2019 work. arXiv admin note: text overlap with arXiv:1908.06306

Relation-Aware Graph Attention Network for Visual Question Answering

Linjie Li, Zhe Gan, Yu Cheng, Jingjing Liu

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments To appear in ICCV 2019

Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering

Zhuoqian Yang, Zengchang Qin, Jing Yu, Yue Hu

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments 14 pages, 9 figures

Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects

Gabriel Grand, Yonatan Belinkov

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments In Proceedings of the 2nd Workshop on Shortcomings in Vision and Language (SiVL) at NAACL-HLT 2019

Transfer Learning via Unsupervised Task Discovery for Visual Question Answering

Hyeonwoo Noh, Taehoon Kim, Jonghwan Mun, Bohyung Han

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments CVPR 2019

Dual Recurrent Attention Units for Visual Question Answering

Ahmed Osman, Wojciech Samek

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments 8 pages, 5 figures

Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering

Medhini Narasimhan, Alexander G. Schwing

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments Accepted to ECCV 2018

Question-Guided Hybrid Convolution for Visual Question Answering

Peng Gao, Pan Lu, Hongsheng Li, Shuang Li, Yikang Li, Steven Hoi, Xiaogang Wang

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments 17 pages, 4 figures, accepted in ECCV 2018

CS-VQA: Visual Question Answering with Compressively Sensed Images

Li-Chi Huang, Kuldeep Kulkarni, Anik Jha, Suhas Lohit, Suren Jayasuriya, Pavan Turaga

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments 5 pages, 2 figures, accepted to ICIP 2018

Generalized Hadamard-Product Fusion Operators for Visual Question Answering

Brendan Duke, Graham W. Taylor

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.LG

Comments 8 pages, 3 figures. To appear in CRV, 2018, 15th Canadian Conference on Computer and Robot Vision

Interpretable Counting for Visual Question Answering

Alexander Trott, Caiming Xiong, Richard Socher

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments ICLR 2018

Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering

Pan Lu, Hongsheng Li, Wei Zhang, Jianyong Wang, Xiaogang Wang

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments To appear in AAAI 2018

An Analysis of Visual Question Answering Algorithms

Kushal Kafle, Christopher Kanan

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments To appear in ICCV 2017. Visit http://kushalkafle.com/projects/tdiuc to download the dataset

Visual Question Answering: Datasets, Algorithms, and Future Challenges

Kushal Kafle, Christopher Kanan

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Survey of Visual Question Answering: Datasets and Techniques

Akshay Kumar Gupta

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments 10 pages, 3 figures, 3 tables Added references, corrected typos, made references less wordy

Graph-Structured Representations for Visual Question Answering

Damien Teney, Lingqiao Liu, Anton van den Hengel

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Task-driven Visual Saliency and Attention-based Visual Question Answering

Yuetan Lin, Zhangyang Pang, Donghui Wang, Yueting Zhuang

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI

Comments 8 pages, 3 figures

Zero-Shot Visual Question Answering

Damien Teney, Anton van den Hengel

专题命中 视觉问答 ：visual question answering(title,abstract)；分类 cs.CV、cs.AI