视觉大模型 / VLM

Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering

Chengxiang Yin, Zhengping Che, Kun Wu, Zhiyuan Xu, Jian Tang

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

BESTMVQA: A Benchmark Evaluation System for Medical Visual Question Answering

Xiaojie Hong, Zixin Song, Liangzhi Li, Xiaoli Wang, Feiyan Liu

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

UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering

Triet M. Thai, Anh T. Vo, Hao K. Tieu, Linh N. P. Bui, Thien T. B. Nguyen

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

Comments ImageCLEF2023 published version: https://ceur-ws.org/Vol-3497/paper-129.pdf

Fine-grained Late-interaction Multi-modal Retrieval for Retrieval Augmented Visual Question Answering

Weizhe Lin, Jinghong Chen, Jingbiao Mei, Alexandru Coca, Bill Byrne

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

Comments To appear at NeurIPS 2023. This is the camera-ready version. We fixed some numbers and added more experiments to address reviewers' comments

3D-Aware Visual Question Answering about Parts, Poses and Occlusions

Xingrui Wang, Wufei Ma, Zhuowan Li, Adam Kortylewski, Alan Yuille

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

Comments Accepted by NeurIPS2023

A Simple Baseline for Knowledge-Based Visual Question Answering

Alexandros Xenos, Themos Stafylakis, Ioannis Patras, Georgios Tzimiropoulos

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

Comments Accepted at EMNLP 2023 (camera-ready version)

MaXM: Towards Multilingual Visual Question Answering

Soravit Changpinyo, Linting Xue, Michal Yarom, Ashish V. Thapliyal, Idan Szpektor, Julien Amelot, Xi Chen, Radu Soricut

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

Comments EMNLP 2023 (Findings). https://github.com/google-research-datasets/maxm

Open-Set Knowledge-Based Visual Question Answering with Inference Paths

Jingru Gan, Xinzhe Han, Shuhui Wang, Qingming Huang

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

Causal Reasoning through Two Layers of Cognition for Improving Generalization in Visual Question Answering

Trang Nguyen, Naoaki Okazaki

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

On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study

Liben Chen, Long Chen, Tian Ellison-Chen, Zhuoyuan Xu

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

Comments 16 pages, 11 figures

Towards Escaping from Language Bias and OCR Error: Semantics-Centered Text Visual Question Answering

Chengyang Fang, Gangyan Zeng, Yu Zhou, Daiqing Wu, Can Ma, Dayong Hu, Weiping Wang

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

Separate and Locate: Rethink the Text in Text-based Visual Question Answering

Chengyang Fang, Jiangnan Li, Liang Li, Can Ma, Dayong Hu

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

Comments Accepted by ACM MM 2023

Context-VQA: Towards Context-Aware and Purposeful Visual Question Answering

Nandita Naik, Christopher Potts, Elisa Kreiss

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

Comments Proceedings of ICCV 2023 Workshop on Closing the Loop Between Vision and Language

Progressive Spatio-temporal Perception for Audio-Visual Question Answering

Guangyao Li, Wenxuan Hou, Di Hu

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

Comments Accepted by ACM MM 2023

BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering

Khiem Vinh Tran, Kiet Van Nguyen, Ngan Luu Thuy Nguyen

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

Towards a performance analysis on pre-trained Visual Question Answering models for autonomous driving

Kaavya Rekanar, Ciarán Eising, Ganesh Sistu, Martin Hayes

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

Journal ref Proceedings of the Irish Machine Vision and Image Processing Conference 2023

Open-Ended Medical Visual Question Answering Through Prefix Tuning of Language Models

Tom van Sonsbeek, Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Cees G. M. Snoek, Marcel Worring

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

Localized Questions in Medical Visual Question Answering

Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman

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

Comments Appears in Medical Image Computing and Computer Assisted Interventions (MICCAI), 2023

Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question Answering

Alireza Salemi, Mahta Rafiee, Hamed Zamani

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

Improving Selective Visual Question Answering by Learning from Your Peers

Corentin Dancette, Spencer Whitehead, Rishabh Maheshwary, Ramakrishna Vedantam, Stefan Scherer, Xinlei Chen, Matthieu Cord, Marcus Rohrbach

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

Comments CVPR 2023. Code available here: https://github.com/facebookresearch/selective-vqa_ood

Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training

Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu

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

Zero-shot Visual Question Answering with Language Model Feedback

Yifan Du, Junyi Li, Tianyi Tang, Wayne Xin Zhao, Ji-Rong Wen

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

Comments Accepted by ACL2023 findings

Comprehensive Visual Question Answering on Point Clouds through Compositional Scene Manipulation

Xu Yan, Zhihao Yuan, Yuhao Du, Yinghong Liao, Yao Guo, Zhen Li, Shuguang Cui

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

Is GPT-3 all you need for Visual Question Answering in Cultural Heritage?

Pietro Bongini, Federico Becattini, Alberto Del Bimbo

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

Bilaterally Slimmable Transformer for Elastic and Efficient Visual Question Answering

Zhou Yu, Zitian Jin, Jun Yu, Mingliang Xu, Hongbo Wang, Jianping Fan

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

Comments Accepted at IEEE Transactions on Multimedia, 2023. Code available at https://github.com/MILVLG/bst

A Symmetric Dual Encoding Dense Retrieval Framework for Knowledge-Intensive Visual Question Answering

Alireza Salemi, Juan Altmayer Pizzorno, Hamed Zamani

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

Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images

Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu

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

Comments This paper was submitted to the JURSE 2023 conference on November 5, 2022

FVQA 2.0: Introducing Adversarial Samples into Fact-based Visual Question Answering

Weizhe Lin, Zhilin Wang, Bill Byrne

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

Comments Accepted to EACL 2023 Findings

Logical Implications for Visual Question Answering Consistency

Sergio Tascon-Morales, Pablo Márquez-Neila, Raphael Sznitman

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

Interpretable Visual Question Answering Referring to Outside Knowledge

He Zhu, Ren Togo, Takahiro Ogawa, Miki Haseyama

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

Comments Under review