视觉大模型 / VLM

Beyond Accuracy: A Consolidated Tool for Visual Question Answering Benchmarking

Dirk Väth, Pascal Tilli, Ngoc Thang Vu

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

Comments 6.5 pages, 9 figures

Latent Variable Models 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、cs.AI

Comments ICCV21 CLVL: 4th Workshop on Closing the Loop Between Vision and Language

Improved RAMEN: Towards Domain Generalization for Visual Question Answering

Bhanuka Manesha Samarasekara Vitharana Gamage, Lim Chern Hong

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

Comments 11 pages, 3 figures, 2 tables

Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering

Corentin Dancette, Remi Cadene, Damien Teney, Matthieu Cord

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

Comments Accepted at ICCV 2021. Code is available at https://github.com/cdancette/detect-shortcuts

Reciprocal Attention Fusion for Visual Question Answering

Moshiur R Farazi, Salman H Khan

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

Comments To appear in the British Machine Vision Conference (BMVC), September 2018

Journal ref Proceedings of the British Machine Vision Conference (250) 2018

Greedy Gradient Ensemble for Robust Visual Question Answering

Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian

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

Comments Accepted by ICCV 2021. Code: https://github.com/GeraldHan/GGE

Select, Substitute, Search: A New Benchmark for Knowledge-Augmented Visual Question Answering

Aman Jain, Mayank Kothyari, Vishwajeet Kumar, Preethi Jyothi, Ganesh Ramakrishnan, Soumen Chakrabarti

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

Comments Accepted at SIGIR 2021

REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering

Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon

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

Comments Accepted by ICONIP 2020

Visual Question Answering Using Semantic Information from Image Descriptions

Tasmia Tasrin, Md Sultan Al Nahian, Brent Harrison

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

Comments 6 pages, 5 figures, The 34th International FLAIRS Conference

Analysis on Image Set Visual Question Answering

Abhinav Khattar, Aviral Joshi, Har Simrat Singh, Pulkit Goel, Rohit Prakash Barnwal

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

SLAKE: A Semantically-Labeled Knowledge-Enhanced Dataset for Medical Visual Question Answering

Bo Liu, Li-Ming Zhan, Li Xu, Lin Ma, Yan Yang, Xiao-Ming Wu

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

Comments ISBI 2021

Understanding the Role of Scene Graphs in Visual Question Answering

Vinay Damodaran, Sharanya Chakravarthy, Akshay Kumar, Anjana Umapathy, Teruko Mitamura, Yuta Nakashima, Noa Garcia, Chenhui Chu

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

Visual Question Answering using Deep Learning: A Survey and Performance Analysis

Yash Srivastava, Vaishnav Murali, Shiv Ram Dubey, Snehasis Mukherjee

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

Comments Accepted in Fifth IAPR International Conference on Computer Vision and Image Processing (CVIP), 2020

Logically Consistent Loss for Visual Question Answering

Anh-Cat Le-Ngo, Truyen Tran, Santu Rana, Sunil Gupta, Svetha Venkatesh

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

Comments 10 pages, 6 figure, 9 tables

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