Improved RAMEN: Towards Domain Generalization for Visual Question Answering

6 September 2021

Papers citing "Improved RAMEN: Towards Domain Generalization for Visual Question Answering"

19 / 19 papers shown

Title
From Pixels to Objects: Cubic Visual Attention for Visual Question Answering Jingkuan Song Pengpeng Zeng Lianli Gao Heng Tao Shen 45 62 0 04 Jun 2022
Spatially Aware Multimodal Transformers for TextVQA Yash Kant Dhruv Batra Peter Anderson Alex Schwing Devi Parikh Jiasen Lu Harsh Agrawal 74 86 0 23 Jul 2020
VL-BERT: Pre-training of Generic Visual-Linguistic Representations Weijie Su Xizhou Zhu Yue Cao Bin Li Lewei Lu Furu Wei Jifeng Dai VLM MLLM SSL 153 1,663 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 237 2,479 0 20 Aug 2019
Deep Modular Co-Attention Networks for Visual Question Answering Zhou Yu Jun Yu Yuhao Cui Dacheng Tao Q. Tian 87 805 0 25 Jun 2019
Answer Them All! Toward Universal Visual Question Answering Models Robik Shrestha Kushal Kafle Christopher Kanan 52 82 0 01 Mar 2019
Pythia v0.1: the Winning Entry to the VQA Challenge 2018 Yu Jiang Vivek Natarajan Xinlei Chen Marcus Rohrbach Dhruv Batra Devi Parikh VLM 56 203 0 26 Jul 2018
Attention on Attention: Architectures for Visual Question Answering (VQA) Jasdeep Singh Vincent Ying Alex Nutkiewicz 52 26 0 21 Mar 2018
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 146 585 0 01 Dec 2017
Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering Pan Lu Hongsheng Li Wei Zhang Jianyong Wang Xiaogang Wang 61 80 0 18 Nov 2017
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering Peter Anderson Xiaodong He Chris Buehler Damien Teney Mark Johnson Stephen Gould Lei Zhang AIMat 121 4,215 0 25 Jul 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 80 545 0 10 May 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 295 2,375 0 20 Dec 2016
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering Yash Goyal Tejas Khot D. Summers-Stay Dhruv Batra Devi Parikh CoGe 333 3,238 0 02 Dec 2016
Adversarial Feature Learning Jiasen Lu Philipp Krahenbuhl Trevor Darrell GAN 109 1,609 0 31 May 2016
Stacked Attention Networks for Image Question Answering Zichao Yang Xiaodong He Jianfeng Gao Li Deng Alex Smola BDL 107 1,882 0 07 Nov 2015
Learning to Answer Questions From Image Using Convolutional Neural Network Lin Ma Zhengdong Lu Hang Li 80 262 0 01 Jun 2015
Exploring Models and Data for Image Question Answering Mengye Ren Ryan Kiros R. Zemel 80 715 0 08 May 2015
Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling Junyoung Chung Çağlar Gülçehre Kyunghyun Cho Yoshua Bengio 581 12,704 0 11 Dec 2014