视觉大模型 / VLM

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

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

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

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

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

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)

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

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

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

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

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

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

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

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

Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering

Vahid Kazemi, Ali Elqursh

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

An Empirical Evaluation of Visual Question Answering for Novel Objects

Santhosh K. Ramakrishnan, Ambar Pal, Gaurav Sharma, Anurag Mittal

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

Comments 11 pages, 4 figures, accepted in CVPR 2017 (poster)

Recurrent and Contextual Models for Visual Question Answering

Abhijit Sharang, Eric Lau

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

Hierarchical Question-Image Co-Attention for Visual Question Answering

Jiasen Lu, Jianwei Yang, Dhruv Batra, Devi Parikh

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

Comments 11 pages, 7 figures, 3 tables in 2016 Conference on Neural Information Processing Systems (NIPS)

Image Captioning and Visual Question Answering Based on Attributes and External Knowledge

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

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

Comments 14 pages. arXiv admin note: text overlap with arXiv:1511.06973

VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question Answering

Marc Bolaños, Álvaro Peris, Francisco Casacuberta, Petia Radeva

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

Comments Submitted to IbPRIA'17, 8 pages, 3 figures, 1 table

VQA: Visual Question Answering

Aishwarya Agrawal, Jiasen Lu, Stanislaw Antol, Margaret Mitchell, C. Lawrence Zitnick, Dhruv Batra, Devi Parikh

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

Comments The first three authors contributed equally. International Conference on Computer Vision (ICCV) 2015

The Color of the Cat is Gray: 1 Million Full-Sentences Visual Question Answering (FSVQA)

Andrew Shin, Yoshitaka Ushiku, Tatsuya Harada

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

Leveraging Visual Question Answering for Image-Caption Ranking

Xiao Lin, Devi Parikh

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

Visual Question Answering: A Survey of Methods and Datasets

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

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

Comments 25 pages

Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?

Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra

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

Comments 5 pages, 4 figures, 3 tables, presented at 2016 ICML Workshop on Human Interpretability in Machine Learning (WHI 2016), New York, NY. arXiv admin note: substantial text overlap with arXiv:1606.03556

Human Attention in Visual Question Answering: Do Humans and Deep Networks Look at the Same Regions?

Abhishek Das, Harsh Agrawal, C. Lawrence Zitnick, Devi Parikh, Dhruv Batra

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

Comments 9 pages, 6 figures, 3 tables; Under review at EMNLP 2016

Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources

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

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

Comments Accepted to IEEE Conf. Computer Vision and Pattern Recognition

ABC-CNN: An Attention Based Convolutional Neural Network for Visual Question Answering

Kan Chen, Jiang Wang, Liang-Chieh Chen, Haoyuan Gao, Wei Xu, Ram Nevatia

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

Where To Look: Focus Regions for Visual Question Answering

Kevin J. Shih, Saurabh Singh, Derek Hoiem

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

Comments Submitted to CVPR2016

Simple Baseline for Visual Question Answering

Bolei Zhou, Yuandong Tian, Sainbayar Sukhbaatar, Arthur Szlam, Rob Fergus

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

Comments One comparison method's scores are put into the correct column, and a new experiment of generating attention map is added