视觉大模型 / VLM

SA-VQA: Structured Alignment of Visual and Semantic Representations for Visual Question Answering

Peixi Xiong, Quanzeng You, Pei Yu, Zicheng Liu, Ying Wu

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

Question Generation for Evaluating Cross-Dataset Shifts in Multi-modal Grounding

Arjun R. Akula

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

A Thousand Words Are Worth More Than a Picture: Natural Language-Centric Outside-Knowledge Visual Question Answering

Feng Gao, Qing Ping, Govind Thattai, Aishwarya Reganti, Ying Nian Wu, Prem Natarajan

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

On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering

Gouthaman KV, Anurag Mittal

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

Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering

JianJian Cao, Xiameng Qin, Sanyuan Zhao, Jianbing Shen

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

Comments pre-print, TNNLS, 12 pages

Achieving Human Parity on Visual Question Answering

Ming Yan, Haiyang Xu, Chenliang Li, Junfeng Tian, Bin Bi, Wei Wang, Weihua Chen, Xianzhe Xu, Fan Wang, Zheng Cao, Zhicheng Zhang, Qiyu Zhang, Ji Zhang, Songfang Huang, Fei Huang, Luo Si, Rong Jin

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

Cross-Modal Generative Augmentation for Visual Question Answering

Zixu Wang, Yishu Miao, Lucia Specia

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

Comments BMVC 2021

Zero-shot Visual Question Answering using Knowledge Graph

Zhuo Chen, Jiaoyan Chen, Yuxia Geng, Jeff Z. Pan, Zonggang Yuan, Huajun Chen

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

Comments accepted at the International Semantic Web Conference '21 (ISWC 2021)

X-GGM: Graph Generative Modeling for Out-of-Distribution Generalization in Visual Question Answering

Jingjing Jiang, Ziyi Liu, Yifan Liu, Zhixiong Nan, Nanning Zheng

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

Comments Accepted by ACM MM2021

How to find a good image-text embedding for remote sensing visual question answering?

Christel Chappuis, Sylvain Lobry, Benjamin Kellenberger, Bertrand Le Saux, Devis Tuia

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

Comments 10 pages, 4 figures, presented in the MACLEAN workshop during ECML PKDD 2021

Question-Agnostic Attention for Visual Question Answering

Moshiur R Farazi, Salman H Khan, Nick Barnes

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

Comments To appear in the proceedings of International Conference on Pattern Recognition (ICPR) 2020

Auto-Parsing Network for Image Captioning and Visual Question Answering

Xu Yang, Chongyang Gao, Hanwang Zhang, Jianfei Cai

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

Document Visual Question Answering Challenge 2020

Minesh Mathew, Ruben Tito, Dimosthenis Karatzas, R. Manmatha, C. V. Jawahar

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

Comments to be published as a short paper in DAS 2020

Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering

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

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:2007.01072

MuVAM: A Multi-View Attention-based Model for Medical Visual Question Answering

Haiwei Pan, Shuning He, Kejia Zhang, Bo Qu, Chunling Chen, Kun Shi

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

Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs

Daniel Reich, Felix Putze, Tanja Schultz

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

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