arXiv周末暂无论文更新，休息一下吧，周末愉快~~

AI 大模型

视觉大模型 / VLM

视觉语言模型、视觉推理、视觉问答、图文理解和视觉 grounding。

共收录 26465 篇信号源：cs.CV, cs.AI, cs.LG

1. 视觉问答 3164 篇

1705.06824 2018-09-05 cs.LG cs.CL cs.NE stat.ML 79%

Learning Convolutional Text Representations for Visual Question Answering

Zhengyang Wang, Shuiwang Ji

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

Comments Conference paper at SDM 2018. https://github.com/divelab/svae

Journal ref In proceedings of the 2018 SIAM International Conference on Data Mining (pp. 594-602). 2018

1806.00857 2018-07-25 cs.CV 79%

On the Flip Side: Identifying Counterexamples in Visual Question Answering

Gabriel Grand, Aron Szanto, Yoon Kim, Alexander Rush

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

Comments KDD 2018 conference version

1807.08435 2018-07-24 cs.CV cs.CL 79%

Question Relevance in Visual Question Answering

Prakruthi Prabhakar, Nitish Kulkarni, Linghao Zhang

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

1804.02088 2018-07-20 cs.CV 79%

Question Type Guided Attention in Visual Question Answering

Yang Shi, Tommaso Furlanello, Sheng Zha, Animashree Anandkumar

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

1806.04860 2018-06-14 cs.CV cs.CL 79%

Learning Visual Knowledge Memory Networks for Visual Question Answering

Zhou Su, Chen Zhu, Yinpeng Dong, Dongqi Cai, Yurong Chen, Jianguo Li

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

Comments Supplementary to CVPR 2018 version

1806.03726 2018-06-12 cs.CV 79%

Cross-Dataset Adaptation for Visual Question Answering

Wei-Lun Chao, Hexiang Hu, Fei Sha

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

Comments Accepted at CVPR 2018

1806.03724 2018-06-12 cs.CV 79%

Learning Answer Embeddings for Visual Question Answering

Hexiang Hu, Wei-Lun Chao, Fei Sha

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

Comments Accepted at CVPR 2018

1707.04968 2018-03-28 cs.CV cs.CL 79%

Visual Question Answering with Memory-Augmented Networks

Chao Ma, Chunhua Shen, Anthony Dick, Qi Wu, Peng Wang, Anton van den Hengel, Ian Reid

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

Comments CVPR 2018

1803.08896 2018-03-26 cs.CV cs.CL 79%

Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering

Somak Aditya, Yezhou Yang, Chitta Baral

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

Comments 9 pages, 3 figures, AAAI 2018

1803.06936 2018-03-20 cs.CV 79%

Inverse Visual Question Answering: A New Benchmark and VQA Diagnosis Tool

Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun

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:1710.03370

1710.03370 2018-03-19 cs.CV 79%

iVQA: Inverse Visual Question Answering

Feng Liu, Tao Xiang, Timothy M. Hospedales, Wankou Yang, Changyin Sun

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

Comments CVPR18 Spotlight

1802.05766 2018-02-19 cs.CV cs.CL 79%

Learning to Count Objects in Natural Images for Visual Question Answering

Yan Zhang, Jonathon Hare, Adam Prügel-Bennett

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

Comments Published in ICLR 2018

1801.09041 2018-01-30 cs.CV 79%

Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions

Qing Li, Jianlong Fu, Dongfei Yu, Tao Mei, Jiebo Luo

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

1801.07853 2018-01-25 cs.CV 79%

Structured Triplet Learning with POS-tag Guided Attention for Visual Question Answering

Zhe Wang, Xiaoyi Liu, Liangjian Chen, Limin Wang, Yu Qiao, Xiaohui Xie, Charless Fowlkes

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

Comments 8 pages, 5 figures, state-of-the-art VQA system; https://github.com/wangzheallen/STL-VQA

1704.04497 2017-12-05 cs.CV 79%

TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering

Yunseok Jang, Yale Song, Youngjae Yu, Youngjin Kim, Gunhee Kim

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

Comments Accepted paper at CVPR 2017 (Spotlight)

1711.08105 2017-11-23 cs.CV 79%

Visual Question Answering as a Meta Learning Task

Damien Teney, Anton van den Hengel

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

1711.01732 2017-11-07 cs.CV 79%

Active Learning for Visual Question Answering: An Empirical Study

Xiao Lin, Devi Parikh

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

1709.08203 2017-09-26 cs.CV 79%

Survey of Recent Advances in Visual Question Answering

Supriya Pandhre, Shagun Sodhani

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

Comments 7 pages, 2 tables

1709.07192 2017-09-22 cs.CV 79%

Visual Question Generation as Dual Task of Visual Question Answering

Yikang Li, Nan Duan, Bolei Zhou, Xiao Chu, Wanli Ouyang, Xiaogang Wang

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

Comments 9 pages

1709.06308 2017-09-20 cs.CV 79%

Exploring Human-like Attention Supervision in Visual Question Answering

Tingting Qiao, Jianfeng Dong, Duanqing Xu

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

1705.00464 2017-09-19 cs.CL cs.CV 79%

Speech-Based Visual Question Answering

Ted Zhang, Dengxin Dai, Tinne Tuytelaars, Marie-Francine Moens, Luc Van Gool

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

1703.06492 2017-08-30 cs.CV cs.CL 79%

VQABQ: Visual Question Answering by Basic Questions

Jia-Hong Huang, Modar Alfadly, Bernard Ghanem

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

Comments Accepted by CVPR 2017 VQA Challenge Workshop. (Tables updated)

1705.00601 2017-08-21 cs.CV cs.CL 79%

The Promise of Premise: Harnessing Question Premises in Visual Question Answering

Aroma Mahendru, Viraj Prabhu, Akrit Mohapatra, Dhruv Batra, Stefan Lee

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

Comments Published at EMNLP 2017

1606.05433 2017-08-09 cs.CV 79%

FVQA: Fact-based Visual Question Answering

Peng Wang, Qi Wu, Chunhua Shen, Anton van den Hengel, Anthony Dick

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

Comments 16 pages

1708.02071 2017-08-08 cs.CV 79%

Structured Attentions for Visual Question Answering

Chen Zhu, Yanpeng Zhao, Shuaiyi Huang, Kewei Tu, Yi Ma

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

Comments ICCV2017

1708.01471 2017-08-07 cs.CV 79%

Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering

Zhou Yu, Jun Yu, Jianping Fan, Dacheng Tao

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

Comments ICCV 2017

1708.00584 2017-08-03 cs.CV 79%

A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models

Ilija Ilievski, Jiashi Feng

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

Comments accepted at CVPR 2017 VQA workshop

1706.06706 2017-06-22 cs.CV 79%

Compact Tensor Pooling for Visual Question Answering

Yang Shi, Tommaso Furlanello, Anima Anandkumar

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

1705.06676 2017-05-23 cs.CV 79%

MUTAN: Multimodal Tucker Fusion for Visual Question Answering

Hedi Ben-younes, Rémi Cadene, Matthieu Cord, Nicolas Thome

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

1606.06108 2017-05-05 cs.CV 79%

DualNet: Domain-Invariant Network for Visual Question Answering

Kuniaki Saito, Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada

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

Comments Accepted as an oral paper by ICME 2017

↑