视觉大模型 / VLM

Visual Question Answering on 360° Images

Shih-Han Chou, Wei-Lun Chao, Wei-Sheng Lai, Min Sun, Ming-Hsuan Yang

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

Comments Accepted to WACV 2020

Generating Question Relevant Captions to Aid Visual Question Answering

Jialin Wu, Zeyuan Hu, Raymond J. Mooney

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

Comments ACL 2019 camera-ready

Self-Critical Reasoning for Robust Visual Question Answering

Jialin Wu, Raymond J. Mooney

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

Comments In NeurIPS 2019

Interpretable Visual Question Answering by Reasoning on Dependency Trees

Qingxing Cao, Bailin Li, Xiaodan Liang, Liang Lin

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

Comments 14 pages, 10 figures. arXiv admin note: text overlap with arXiv:1804.00105

Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation

Yiming Xu, Lin Chen, Zhongwei Cheng, Lixin Duan, Jiebo Luo

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

Scene Text Visual Question Answering

Ali Furkan Biten, Ruben Tito, Andres Mafla, Lluis Gomez, Marçal Rusiñol, Ernest Valveny, C. V. Jawahar, Dimosthenis Karatzas

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

Comments International Conference on Computer Vision (ICCV 2019)

Compact Trilinear Interaction for Visual Question Answering

Tuong Do, Thanh-Toan Do, Huy Tran, Erman Tjiputra, Quang D. Tran

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

Comments Accepted in ICCV 2019

Overcoming Data Limitation in Medical Visual Question Answering

Binh D. Nguyen, Thanh-Toan Do, Binh X. Nguyen, Tuong Do, Erman Tjiputra, Quang D. Tran

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

Comments Accepted in MICCAI 2019

Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering

Soravit Changpinyo, Bo Pang, Piyush Sharma, Radu Soricut

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

Comments The 2019 Conference on Empirical Methods in Natural Language Processing (EMNLP 2019)

OK-VQA: A Visual Question Answering Benchmark Requiring External Knowledge

Kenneth Marino, Mohammad Rastegari, Ali Farhadi, Roozbeh Mottaghi

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

Comments CVPR 2019

Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering

Gao Peng, Zhengkai Jiang, Haoxuan You, Pan Lu, Steven Hoi, Xiaogang Wang, Hongsheng Li

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

Comments CVPR 2019 ORAL

Multi-modality Latent Interaction Network for Visual Question Answering

Peng Gao, Haoxuan You, Zhanpeng Zhang, Xiaogang Wang, Hongsheng Li

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

An Empirical Study on Leveraging Scene Graphs for Visual Question Answering

Cheng Zhang, Wei-Lun Chao, Dong Xuan

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

Comments Accepted as oral presentation at BMVC 2019

ICDAR 2019 Competition on Scene Text Visual Question Answering

Ali Furkan Biten, Rubèn Tito, Andres Mafla, Lluis Gomez, Marçal Rusiñol, Minesh Mathew, C. V. Jawahar, Ernest Valveny, Dimosthenis Karatzas

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

Comments 15th International Conference on Document Analysis and Recognition (ICDAR 2019)

Deep Modular Co-Attention Networks for Visual Question Answering

Zhou Yu, Jun Yu, Yuhao Cui, Dacheng Tao, Qi Tian

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

Comments Accepted at CVPR 2019

Faithful Multimodal Explanation for Visual Question Answering

Jialin Wu, Raymond J. Mooney

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

Comments In ACL 2019 BlackboxNLP workshop

Focal Visual-Text Attention for Visual Question Answering

Junwei Liang, Lu Jiang, Liangliang Cao, Li-Jia Li, Alexander Hauptmann

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

Comments In CVPR 2018. Code, models and dataset are available here: https://memexqa.cs.cmu.edu/

Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering

Zhou Yu, Jun Yu, Chenchao Xiang, Jianping Fan, Dacheng Tao

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

Comments 13 pages, 9 figures. arXiv admin note: substantial text overlap with arXiv:1708.01471

Journal ref IEEE Transactions On Neural Networks And Learning Systems, Vol. 26, No. 10, October 2015, Pp. 2275-2290

Quantifying and Alleviating the Language Prior Problem in Visual Question Answering

Yangyang Guo, Zhiyong Cheng, Liqiang Nie, Yibing Liu, Yinglong Wang, Mohan Kankanhalli

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

Answer Them All! Toward Universal Visual Question Answering Models

Robik Shrestha, Kushal Kafle, Christopher Kanan

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

Comments 8 pages

Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention

Shalini Ghosh, Giedrius Burachas, Arijit Ray, Avi Ziskind

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

Cycle-Consistency for Robust Visual Question Answering

Meet Shah, Xinlei Chen, Marcus Rohrbach, Devi Parikh

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

Comments Technical Report

BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection

Hedi Ben-younes, Rémi Cadene, Nicolas Thome, Matthieu Cord

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

Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering

Duy-Kien Nguyen, Takayuki Okatani

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

Comments In Proceeding of CVPR'2018

Visual Question Answering as Reading Comprehension

Hui Li, Peng Wang, Chunhua Shen, Anton van den Hengel

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

Explicit Bias Discovery in Visual Question Answering Models

Varun Manjunatha, Nirat Saini, Larry S. Davis

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

Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering

Medhini Narasimhan, Svetlana Lazebnik, Alexander G. Schwing

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

Comments Accepted to NIPS 2018

Learning Conditioned Graph Structures for Interpretable Visual Question Answering

Will Norcliffe-Brown, Efstathios Vafeias, Sarah Parisot

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

Comments NIPS 2018 (13 pages, 7 figures)

Knowing Where to Look? Analysis on Attention of Visual Question Answering System

Wei Li, Zehuan Yuan, Xiangzhong Fang, Changhu Wang

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

Comments ECCV SiVL Workshop paper

Textually Enriched Neural Module Networks for Visual Question Answering

Khyathi Raghavi Chandu, Mary Arpita Pyreddy, Matthieu Felix, Narendra Nath Joshi

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