Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering

2 December 2016

Devi Parikh

Papers citing "Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question Answering"

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Title
A Study on Multimodal and Interactive Explanations for Visual Question Answering Kamran Alipour J. Schulze Yi Yao Avi Ziskind Giedrius Burachas 32 27 0 01 Mar 2020
Visual Commonsense R-CNN Tan Wang Jianqiang Huang Hanwang Zhang Qianru Sun SSL ObjD CML 24 246 0 27 Feb 2020
Unshuffling Data for Improved Generalization Damien Teney Ehsan Abbasnejad Anton Van Den Hengel OOD 31 76 0 27 Feb 2020
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering Xinyu Wang Yuliang Liu Chunhua Shen Chun Chet Ng Canjie Luo Lianwen Jin C. Chan Anton Van Den Hengel Liangwei Wang 31 91 0 24 Feb 2020
VQA-LOL: Visual Question Answering under the Lens of Logic Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang CoGe 28 73 0 19 Feb 2020
Sparse and Structured Visual Attention Pedro Henrique Martins S. Becker Zita Marinho Michael Arens 35 8 0 13 Feb 2020
Component Analysis for Visual Question Answering Architectures Camila Kolling Jonatas Wehrmann Rodrigo C. Barros CoGe 15 2 0 12 Feb 2020
Adversarial Filters of Dataset Biases Ronan Le Bras Swabha Swayamdipta Chandra Bhagavatula Rowan Zellers Matthew E. Peters Ashish Sabharwal Yejin Choi 36 220 0 10 Feb 2020
Bridging Text and Video: A Universal Multimodal Transformer for Video-Audio Scene-Aware Dialog Zekang Li Zongjia Li Jinchao Zhang Yang Feng Cheng Niu Jie Zhou 24 37 0 01 Feb 2020
Uncertainty based Class Activation Maps for Visual Question Answering Badri N. Patro Mayank Lunayach Vinay P. Namboodiri FAtt UQCV 11 1 0 23 Jan 2020
Robust Explanations for Visual Question Answering Badri N. Patro Shivansh Pate Vinay P. Namboodiri OOD AAML 25 20 0 23 Jan 2020
ManyModalQA: Modality Disambiguation and QA over Diverse Inputs Darryl Hannan Akshay Jain Joey Tianyi Zhou AAML 38 57 0 22 Jan 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 23 17 0 20 Jan 2020
SQuINTing at VQA Models: Introspecting VQA Models with Sub-Questions Ramprasaath R. Selvaraju Purva Tendulkar Devi Parikh Eric Horvitz Marco Tulio Ribeiro Besmira Nushi Ece Kamar LRM 8 14 0 20 Jan 2020
Show, Recall, and Tell: Image Captioning with Recall Mechanism Li Wang Zechen Bai Yonghua Zhang Hongtao Lu 27 67 0 15 Jan 2020
In Defense of Grid Features for Visual Question Answering Huaizu Jiang Ishan Misra Marcus Rohrbach Erik Learned-Miller Xinlei Chen OOD ObjD 23 318 0 10 Jan 2020
Visual Question Answering on 360° Images Shih-Han Chou Wei-Lun Chao Wei-Sheng Lai Min Sun Ming-Hsuan Yang 22 21 0 10 Jan 2020
Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering Lei Shi Shijie Geng Kai Shuang Chiori Hori Songxiang Liu Peng Gao Sen Su 17 11 0 03 Jan 2020
All-in-One Image-Grounded Conversational Agents Da Ju Kurt Shuster Y-Lan Boureau Jason Weston LLMAG 32 8 0 28 Dec 2019
A Review on Intelligent Object Perception Methods Combining Knowledge-based Reasoning and Machine Learning Filippos Gouidis Alexandros Vassiliades T. Patkos Antonis Argyros Nick Bassiliades Dimitris Plexousakis OCL 29 12 0 26 Dec 2019
Smart Home Appliances: Chat with Your Fridge Denis A. Gudovskiy Gyuri Han Takuya Yamaguchi Sotaro Tsukizawa LRM 11 3 0 19 Dec 2019
Deep Exemplar Networks for VQA and VQG Badri N. Patro Vinay P. Namboodiri 27 4 0 19 Dec 2019
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Vedika Agarwal Rakshith Shetty Mario Fritz CML AAML 32 155 0 16 Dec 2019
Knowledge-based Conversational Search Svitlana Vakulenko 16 13 0 14 Dec 2019
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 21 15 0 06 Dec 2019
12-in-1: Multi-Task Vision and Language Representation Learning Jiasen Lu Vedanuj Goswami Marcus Rohrbach Devi Parikh Stefan Lee VLM ObjD 40 476 0 05 Dec 2019
Deep Bayesian Active Learning for Multiple Correct Outputs Khaled Jedoui Ranjay Krishna Michael S. Bernstein Li Fei-Fei BDL OOD UQCV 24 14 0 02 Dec 2019
Exposing and Correcting the Gender Bias in Image Captioning Datasets and Models Shruti Bhargava David A. Forsyth FaML 19 49 0 02 Dec 2019
A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop Jihyeon Janel Lee S. Arora 7 1 0 30 Nov 2019
Multimodal Attention Networks for Low-Level Vision-and-Language Navigation Federico Landi Lorenzo Baraldi Marcella Cornia M. Corsini Rita Cucchiara LM&Ro 10 27 0 27 Nov 2019
Learning to Learn Words from Visual Scenes Dídac Surís Dave Epstein Heng Ji Shih-Fu Chang Carl Vondrick VLM CLIP SSL OffRL 30 4 0 25 Nov 2019
Unsupervised Keyword Extraction for Full-sentence VQA Kohei Uehara Tatsuya Harada 22 1 0 23 Nov 2019
Temporal Reasoning via Audio Question Answering Haytham M. Fayek Justin Johnson 30 51 0 21 Nov 2019
Inspect Transfer Learning Architecture with Dilated Convolution Syeda Noor Jaha Azim Md. Aminur Rab Ratul 24 0 0 20 Nov 2019
Explanation vs Attention: A Two-Player Game to Obtain Attention for VQA Badri N. Patro Anupriy Vinay P. Namboodiri AAML FAtt 48 26 0 19 Nov 2019
Question-Conditioned Counterfactual Image Generation for VQA Jingjing Pan Yash Goyal Stefan Lee EgoV OOD 14 19 0 14 Nov 2019
Iterative Answer Prediction with Pointer-Augmented Multimodal Transformers for TextVQA Ronghang Hu Amanpreet Singh Trevor Darrell Marcus Rohrbach 32 195 0 14 Nov 2019
Open-Ended Visual Question Answering by Multi-Modal Domain Adaptation Yiming Xu Lin Chen Zhongwei Cheng Lixin Duan Jiebo Luo OOD 24 24 0 11 Nov 2019
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications Chao Zhang Zichao Yang Xiaodong He Li Deng HAI AI4TS 35 324 0 10 Nov 2019
SIMMC: Situated Interactive Multi-Modal Conversational Data Collection And Evaluation Platform Paul A. Crook Shivani Poddar Ankita De Semir Shafi David Whitney A. Geramifard R. Subba 17 18 0 07 Nov 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 37 9 0 31 Oct 2019
Adversarial NLI: A New Benchmark for Natural Language Understanding Yixin Nie Adina Williams Emily Dinan Joey Tianyi Zhou Jason Weston Douwe Kiela 51 980 0 31 Oct 2019
Assisting human experts in the interpretation of their visual process: A case study on assessing copper surface adhesive potency T. Hascoet Xuejiao Deng Daniela Mihai Mari Sugiyama Yuji Adachi Sachiko Nakamura Jonathon S. Hare Tomoko Hayashi T. Takiguchi 9 1 0 24 Oct 2019
KnowIT VQA: Answering Knowledge-Based Questions about Videos Noa Garcia Mayu Otani Chenhui Chu Yuta Nakashima 30 77 0 23 Oct 2019
Multi-modal Deep Analysis for Multimedia Wenwu Zhu Xin Eric Wang Hongzhi Li 29 38 0 11 Oct 2019
Modulated Self-attention Convolutional Network for VQA Jean-Benoit Delbrouck Antoine Maiorca Nathan Hubens Stéphane Dupont 23 1 0 08 Oct 2019
Meta Module Network for Compositional Visual Reasoning Wenhu Chen Zhe Gan Linjie Li Yu Cheng Wenjie Wang Jingjing Liu LRM 25 68 0 08 Oct 2019
Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations Po-Yao (Bernie) Huang Xiaojun Chang Alexander G. Hauptmann 30 25 0 30 Sep 2019
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints Damien Teney Ehsan Abbasnejad Anton Van Den Hengel NAI 24 9 0 30 Sep 2019
Compact Trilinear Interaction for Visual Question Answering Tuong Khanh Long Do Thanh-Toan Do Huy Tran Erman Tjiputra Quang-Dieu Tran 36 59 0 26 Sep 2019