视觉大模型 / VLM

From Easy to Hard: Learning Language-guided Curriculum for Visual Question Answering on Remote Sensing Data

Zhenghang Yuan, Lichao Mou, Qi Wang, Xiao Xiang Zhu

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

Invariant Grounding for Video Question Answering

Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua

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

Comments CVPR2022 Oral

From Pixels to Objects: Cubic Visual Attention for Visual Question Answering

Jingkuan Song, Pengpeng Zeng, Lianli Gao, Heng Tao Shen

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

Gender and Racial Bias in Visual Question Answering Datasets

Yusuke Hirota, Yuta Nakashima, Noa Garcia

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

Comments ACM Conference on Fairness, Accountability, and Transparency (FAccT 2022)

Joint learning of object graph and relation graph for visual question answering

Hao Li, Xu Li, Belhal Karimi, Jie Chen, Mingming Sun

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

Comments 6 pages, 4 figures, Accepted by ICME 2022

MuMuQA: Multimedia Multi-Hop News Question Answering via Cross-Media Knowledge Extraction and Grounding

Revanth Gangi Reddy, Xilin Rui, Manling Li, Xudong Lin, Haoyang Wen, Jaemin Cho, Lifu Huang, Mohit Bansal, Avirup Sil, Shih-Fu Chang, Alexander Schwing, Heng Ji

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

Comments Accepted at AAAI 2022

Dual-Key Multimodal Backdoors for Visual Question Answering

Matthew Walmer, Karan Sikka, Indranil Sur, Abhinav Shrivastava, Susmit Jha

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

Comments Published as conference paper at CVPR 2022. 22 pages, 11 figures, 12 tables

Coarse-to-Fine Reasoning for Visual Question Answering

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

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

Comments Accepted in CVPR 2022 Workshops

MuKEA: Multimodal Knowledge Extraction and Accumulation for Knowledge-based Visual Question Answering

Yang Ding, Jing Yu, Bang Liu, Yue Hu, Mingxin Cui, Qi Wu

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

Comments Accepted by CVPR2022

Barlow constrained optimization for Visual Question Answering

Abhishek Jha, Badri N. Patro, Luc Van Gool, Tinne Tuytelaars

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

Assessing the Robustness of Visual Question Answering Models

Jia-Hong Huang, Modar Alfadly, Bernard Ghanem, Marcel Worring

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

Comments 24 pages, 13 figures, International Journal of Computer Vision (IJCV) [under review]. arXiv admin note: substantial text overlap with arXiv:1711.06232, arXiv:1709.04625

Point and Ask: Incorporating Pointing into Visual Question Answering

Arjun Mani, Nobline Yoo, Will Hinthorn, Olga Russakovsky

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

Privacy Preserving Visual Question Answering

Cristian-Paul Bara, Qing Ping, Abhinav Mathur, Govind Thattai, Rohith MV, Gaurav S. Sukhatme

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

MGA-VQA: Multi-Granularity Alignment for Visual Question Answering

Peixi Xiong, Yilin Shen, Hongxia Jin

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

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