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
Synthetic Data for Deep Learning Sergey I. Nikolenko 46 348 0 25 Sep 2019
Unified Vision-Language Pre-Training for Image Captioning and VQA Luowei Zhou Hamid Palangi Lei Zhang Houdong Hu Jason J. Corso Jianfeng Gao MLLM VLM 252 927 0 24 Sep 2019
Non-monotonic Logical Reasoning Guiding Deep Learning for Explainable Visual Question Answering Heather Riley Mohan Sridharan NAI 36 0 0 23 Sep 2019
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 33 13 0 23 Sep 2019
On Controlled DeEntanglement for Natural Language Processing Sai Krishna Rallabandi 19 0 0 22 Sep 2019
Learning Sparse Mixture of Experts for Visual Question Answering Vardaan Pahuja Jie Fu C. Pal 21 2 0 19 Sep 2019
Pose-aware Multi-level Feature Network for Human Object Interaction Detection Bo Wan Desen Zhou Yongfei Liu Rongjie Li Xuming He 26 197 0 18 Sep 2019
Grounding learning of modifier dynamics: An application to color naming Xudong Han P. Schulz Trevor Cohn 6 5 0 17 Sep 2019
Inverse Visual Question Answering with Multi-Level Attentions Yaser Alwatter Yuhong Guo BDL 24 1 0 17 Sep 2019
Probabilistic framework for solving Visual Dialog Badri N. Patro Anupriy Vinay P. Namboodiri BDL 30 13 0 11 Sep 2019
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation Arijit Ray Karan Sikka Ajay Divakaran Stefan Lee Giedrius Burachas 27 65 0 10 Sep 2019
Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases Christopher Clark Mark Yatskar Luke Zettlemoyer OOD 25 460 0 09 Sep 2019
MULE: Multimodal Universal Language Embedding Donghyun Kim Kuniaki Saito Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 32 40 0 08 Sep 2019
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering Soravit Changpinyo Bo Pang Piyush Sharma Radu Soricut ObjD 17 20 0 04 Sep 2019
PlotQA: Reasoning over Scientific Plots Nitesh Methani Pritha Ganguly Mitesh M. Khapra Pratyush Kumar 43 2 0 03 Sep 2019
Out the Window: A Crowd-Sourced Dataset for Activity Classification in Security Video Greg Castañón N. Shnidman Tim Anderson J. Byrne 19 1 0 28 Aug 2019
Language Tasks and Language Games: On Methodology in Current Natural Language Processing Research David Schlangen 27 18 0 28 Aug 2019
Neural Text Summarization: A Critical Evaluation Wojciech Kry'sciñski N. Keskar Bryan McCann Caiming Xiong R. Socher 22 361 0 23 Aug 2019
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 76 1,650 0 22 Aug 2019
ViCo: Word Embeddings from Visual Co-occurrences Tanmay Gupta A. Schwing Derek Hoiem 15 24 0 22 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 93 2,456 0 20 Aug 2019
Message Passing for Complex Question Answering over Knowledge Graphs Svitlana Vakulenko J. D. F. Garcia A. Polleres Maarten de Rijke Michael Cochez 8 72 0 19 Aug 2019
Language Features Matter: Effective Language Representations for Vision-Language Tasks Andrea Burns Reuben Tan Kate Saenko Stan Sclaroff Bryan A. Plummer VLM 27 27 0 17 Aug 2019
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps Badri N. Patro Mayank Lunayach Shivansh Patel Vinay P. Namboodiri FAtt UQCV 27 76 0 17 Aug 2019
Fusion of Detected Objects in Text for Visual Question Answering Chris Alberti Jeffrey Ling Michael Collins David Reitter 17 173 0 14 Aug 2019
Why Does a Visual Question Have Different Answers? Nilavra Bhattacharya Qing Li Danna Gurari 31 65 0 12 Aug 2019
Multimodal Unified Attention Networks for Vision-and-Language Interactions Zhou Yu Yuhao Cui Jun Yu Dacheng Tao Q. Tian 27 38 0 12 Aug 2019
Multi-modality Latent Interaction Network for Visual Question Answering Peng Gao Haoxuan You Zhanpeng Zhang Xiaogang Wang Hongsheng Li 25 82 0 10 Aug 2019
VisualBERT: A Simple and Performant Baseline for Vision and Language Liunian Harold Li Mark Yatskar Da Yin Cho-Jui Hsieh Kai-Wei Chang VLM 82 1,919 0 09 Aug 2019
Question-Agnostic Attention for Visual Question Answering M. Farazi Salman H Khan Nick Barnes 13 10 0 09 Aug 2019
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense Difei Gao Ruiping Wang Shiguang Shan Xilin Chen CoGe LRM 20 27 0 08 Aug 2019
SpatialSense: An Adversarially Crowdsourced Benchmark for Spatial Relation Recognition Kaiyu Yang Olga Russakovsky Jia Deng 3DPC 26 60 0 07 Aug 2019
Finding Moments in Video Collections Using Natural Language Victor Escorcia Mattia Soldan Josef Sivic Guohao Li Bryan C. Russell 31 6 0 30 Jul 2019
An Empirical Study on Leveraging Scene Graphs for Visual Question Answering Cheng Zhang Wei-Lun Chao D. Xuan 23 50 0 28 Jul 2019
Bilinear Graph Networks for Visual Question Answering Dalu Guo Chang Xu Dacheng Tao GNN 27 50 0 23 Jul 2019
Trends in Integration of Vision and Language Research: A Survey of Tasks, Datasets, and Methods Aditya Mogadala M. Kalimuthu Dietrich Klakow VLM 25 132 0 22 Jul 2019
OmniNet: A unified architecture for multi-modal multi-task learning Subhojeet Pramanik Priyanka Agrawal A. Hussain 27 41 0 17 Jul 2019
2nd Place Solution to the GQA Challenge 2019 Shijie Geng Ji Zhang Hang Zhang Ahmed Elgammal Dimitris N. Metaxas ReLM 16 5 0 16 Jul 2019
Don't Take the Premise for Granted: Mitigating Artifacts in Natural Language Inference Yonatan Belinkov Adam Poliak Stuart M. Shieber Benjamin Van Durme Alexander M. Rush 27 94 0 09 Jul 2019
Learning by Abstraction: The Neural State Machine Drew A. Hudson Christopher D. Manning NAI OCL 16 258 0 09 Jul 2019
Embodied Vision-and-Language Navigation with Dynamic Convolutional Filters Federico Landi Lorenzo Baraldi M. Corsini Rita Cucchiara LM&Ro 28 26 0 05 Jul 2019
Multimodal Transformer Networks for End-to-End Video-Grounded Dialogue Systems Hung Le Doyen Sahoo Nancy F. Chen Guosheng Lin 19 111 0 02 Jul 2019
ICDAR 2019 Competition on Scene Text Visual Question Answering Ali Furkan Biten Rubèn Pérez Tito Andrés Mafla Lluís Gómez Marçal Rusiñol Minesh Mathew C. V. Jawahar Ernest Valveny Dimosthenis Karatzas 8 75 0 30 Jun 2019
Deep Modular Co-Attention Networks for Visual Question Answering Zhou Yu Jun Yu Yuhao Cui Dacheng Tao Q. Tian 36 797 0 25 Jun 2019
RUBi: Reducing Unimodal Biases in Visual Question Answering Rémi Cadène Corentin Dancette H. Ben-younes Matthieu Cord Devi Parikh CML 19 369 0 24 Jun 2019
Investigating Biases in Textual Entailment Datasets Shawn Tan Songlin Yang Chin-Wei Huang Aaron Courville 25 8 0 23 Jun 2019
Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects Gabriel Grand Yonatan Belinkov 19 68 0 20 Jun 2019
Improving Visual Question Answering by Referring to Generated Paragraph Captions Hyounghun Kim Joey Tianyi Zhou CoGe 19 20 0 14 Jun 2019
Mimic and Fool: A Task Agnostic Adversarial Attack Akshay Chaturvedi Utpal Garain AAML 11 26 0 11 Jun 2019
ActivityNet-QA: A Dataset for Understanding Complex Web Videos via Question Answering Zhou Yu D. Xu Jun-chen Yu Ting Yu Zhou Zhao Yueting Zhuang Dacheng Tao 24 439 0 06 Jun 2019