视觉大模型 / VLM

Multiple Meta-model Quantifying for Medical Visual Question Answering

Tuong Do, Binh X. Nguyen, Erman Tjiputra, Minh Tran, Quang D. Tran, Anh Nguyen

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

Comments Provisional accepted in MICCAI 2021

A Picture May Be Worth a Hundred Words for Visual Question Answering

Yusuke Hirota, Noa Garcia, Mayu Otani, Chenhui Chu, Yuta Nakashima, Ittetsu Taniguchi, Takao Onoye

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

LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question Answering

Zujie Liang, Haifeng Hu, Jiaying Zhu

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

Comments Accepted by ACM SIGIR 2021

VQA-Aid: Visual Question Answering for Post-Disaster Damage Assessment and Analysis

Argho Sarkar, Maryam Rahnemoonfar

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

Comments 4 pages, 2 figures

Seeing is Knowing! Fact-based Visual Question Answering using Knowledge Graph Embeddings

Kiran Ramnath, Mark Hasegawa-Johnson

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

Comments 17 pages

Check It Again: Progressive Visual Question Answering via Visual Entailment

Qingyi Si, Zheng Lin, Mingyu Zheng, Peng Fu, Weiping Wang

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

Comments ACL-2021

Human-Adversarial Visual Question Answering

Sasha Sheng, Amanpreet Singh, Vedanuj Goswami, Jose Alberto Lopez Magana, Wojciech Galuba, Devi Parikh, Douwe Kiela

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

Comments 22 pages, 13 figures. First two authors contributed equally

An Improved Attention for Visual Question Answering

Tanzila Rahman, Shih-Han Chou, Leonid Sigal, Giuseppe Carenini

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

Comments 8 pages

WeaQA: Weak Supervision via Captions for Visual Question Answering

Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral

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

Comments Accepted in Findings of ACL 2021

Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules

Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, Mubarak Shah

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

Comments IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021

Visual Question Answering: which investigated applications?

Silvio Barra, Carmen Bisogni, Maria De Marsico, Stefano Ricciardi

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

Journal ref Pattern Recognition Letters 2021

Learning Compositional Representation for Few-shot Visual Question Answering

Dalu Guo, Dacheng Tao

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

Visual Question Answering based on Local-Scene-Aware Referring Expression Generation

Jung-Jun Kim, Dong-Gyu Lee, Jialin Wu, Hong-Gyu Jung, Seong-Whan Lee

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

Comments 32 pages, 8 figures

Visual Question Answering for Cultural Heritage

Pietro Bongini, Federico Becattini, Andrew D. Bagdanov, Alberto Del Bimbo

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

Comments accepted at FlorenceHeritech 2020

Overcoming Language Priors with Self-supervised Learning for Visual Question Answering

Xi Zhu, Zhendong Mao, Chunxiao Liu, Peng Zhang, Bin Wang, Yongdong Zhang

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

Comments Accepted by IJCAI 2020

Learning content and context with language bias for Visual Question Answering

Chao Yang, Su Feng, Dongsheng Li, Huawei Shen, Guoqing Wang, Bin Jiang

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

Leveraging Visual Question Answering to Improve Text-to-Image Synthesis

Stanislav Frolov, Shailza Jolly, Jörn Hees, Andreas Dengel

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

Comments Accepted to the LANTERN workshop at COLING 2020

MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering

Aisha Urooj Khan, Amir Mazaheri, Niels da Vitoria Lobo, Mubarak Shah

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

Comments Accepted at Findings of EMNLP 2020

Pathological Visual Question Answering

Xuehai He, Zhuo Cai, Wenlan Wei, Yichen Zhang, Luntian Mou, Eric Xing, Pengtao Xie

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

Comments arXiv admin note: text overlap with arXiv:2003.10286

Characterizing Datasets for Social Visual Question Answering, and the New TinySocial Dataset

Zhanwen Chen, Shiyao Li, Roxanne Rashedi, Xiaoman Zi, Morgan Elrod-Erickson, Bryan Hollis, Angela Maliakal, Xinyu Shen, Simeng Zhao, Maithilee Kunda

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

Comments To appear in the Joint IEEE International Conference on Development and Learning and on Epigenetic Robotics (ICDL), 2020

Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering

Hantao Huang, Tao Han, Wei Han, Deep Yap, Cheng-Ming Chiang

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

Comments Accepted in ICPR2020

MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering

Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

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

Comments Accepted to EMNLP 2020, Long Papers

Interpretable Neural Computation for Real-World Compositional Visual Question Answering

Ruixue Tang, Chao Ma

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

Comments PRCV 2020

Finding the Evidence: Localization-aware Answer Prediction for Text Visual Question Answering

Wei Han, Hantao Huang, Tao Han

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

Comments Accepted in COLING2020

Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering

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

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

Comments Accepted in ECCV Workshop 2020

A Dataset and Baselines for Visual Question Answering on Art

Noa Garcia, Chentao Ye, Zihua Liu, Qingtao Hu, Mayu Otani, Chenhui Chu, Yuta Nakashima, Teruko Mitamura

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

Visual Question Answering on Image Sets

Ankan Bansal, Yuting Zhang, Rama Chellappa

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

Comments Conference paper at ECCV 2020

Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering

Ruixue Tang, Chao Ma, Wei Emma Zhang, Qi Wu, Xiaokang Yang

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

Comments To appear in ECCV 2020

Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder

Gouthaman KV, Anurag Mittal

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

Comments ECCV 2020

VQA-LOL: Visual Question Answering under the Lens of Logic

Tejas Gokhale, Pratyay Banerjee, Chitta Baral, Yezhou Yang

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

Comments Accepted to ECCV 2020