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Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering

1 December 2017

Devi Parikh

Papers citing "Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering"

50 / 330 papers shown

Title
A Review on Explainability in Multimodal Deep Neural Nets Gargi Joshi Rahee Walambe K. Kotecha 138 142 0 17 May 2021
Cross-Modal Generative Augmentation for Visual Question Answering Zixu Wang Yishu Miao Lucia Specia 78 11 0 11 May 2021
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss Yangyang Guo Liqiang Nie Zhiyong Cheng Feng Ji Ji Zhang A. Bimbo 76 36 0 05 May 2021
A survey on VQA_Datasets and Approaches Yeyun Zou Qiyu Xie 85 18 0 02 May 2021
Dealing with Missing Modalities in the Visual Question Answer-Difference Prediction Task through Knowledge Distillation Jae-Won Cho Dong-Jin Kim Jinsoo Choi Yunjae Jung In So Kweon VLM 57 17 0 13 Apr 2021
FIBER: Fill-in-the-Blanks as a Challenging Video Understanding Evaluation Framework Santiago Castro Ruoyao Wang Pingxuan Huang Ian Stewart Oana Ignat Nan Liu Jonathan C. Stroud Rada Mihalcea AIMat 91 11 0 09 Apr 2021
How Transferable are Reasoning Patterns in VQA? Corentin Kervadec Theo Jaunet G. Antipov M. Baccouche Romain Vuillemot Christian Wolf LRM 68 28 0 08 Apr 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering Corentin Dancette Rémi Cadène Damien Teney Matthieu Cord CML 100 79 0 07 Apr 2021
VisQA: X-raying Vision and Language Reasoning in Transformers Theo Jaunet Corentin Kervadec Romain Vuillemot G. Antipov M. Baccouche Christian Wolf 78 26 0 02 Apr 2021
Zero-Shot Language Transfer vs Iterative Back Translation for Unsupervised Machine Translation Aviral Joshi Chengzhi Huang H. Singh 59 2 0 31 Mar 2021
Attention, please! A survey of Neural Attention Models in Deep Learning Alana de Santana Correia Esther Luna Colombini HAI 146 198 0 31 Mar 2021
Self-Supervised Test-Time Learning for Reading Comprehension Pratyay Banerjee Tejas Gokhale Chitta Baral SSL 72 29 0 20 Mar 2021
Learning Multimodal Affinities for Textual Editing in Images Or Perel Oron Anschel Omri Ben-Eliezer Shai Mazor Hadar Averbuch-Elor 74 1 0 18 Mar 2021
Towards Interpreting and Mitigating Shortcut Learning Behavior of NLU Models Mengnan Du Varun Manjunatha R. Jain Ruchi Deshpande Franck Dernoncourt Jiuxiang Gu Tong Sun Helen Zhou 118 107 0 11 Mar 2021
Visual Question Answering: which investigated applications? Silvio Barra Carmen Bisogni M. De Marsico S. Ricciardi 81 38 0 04 Mar 2021
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 588 1,147 0 17 Feb 2021
Answer Questions with Right Image Regions: A Visual Attention Regularization Approach Yebin Liu Yangyang Guo Jianhua Yin Xuemeng Song Weifeng Liu Liqiang Nie 74 30 0 03 Feb 2021
Mitigating the Position Bias of Transformer Models in Passage Re-Ranking Sebastian Hofstatter Aldo Lipani Sophia Althammer Markus Zlabinger Allan Hanbury 134 17 0 18 Jan 2021
Understanding the Role of Scene Graphs in Visual Question Answering Vinay Damodaran Sharanya Chakravarthy Akshay Kumar Anjana Umapathy Teruko Mitamura Yuta Nakashima Noa Garcia Chenhui Chu GNN 189 33 0 14 Jan 2021
Explainability of deep vision-based autonomous driving systems: Review and challenges Éloi Zablocki H. Ben-younes P. Pérez Matthieu Cord XAI 186 177 0 13 Jan 2021
MSD: Saliency-aware Knowledge Distillation for Multimodal Understanding Woojeong Jin Maziar Sanjabi Shaoliang Nie L Tan Xiang Ren Hamed Firooz 30 6 0 06 Jan 2021
How Do Your Biomedical Named Entity Recognition Models Generalize to Novel Entities? Hyunjae Kim Jaewoo Kang AI4CE 175 21 0 01 Jan 2021
Spatial Reasoning from Natural Language Instructions for Robot Manipulation S. Gubbi Anirban Biswas Raviteja Upadrashta V. Srinivasan Partha P. Talukdar B. Amrutur LM&Ro LRM 112 29 0 26 Dec 2020
Object-Centric Diagnosis of Visual Reasoning Jianwei Yang Jiayuan Mao Jiajun Wu Devi Parikh David D. Cox J. Tenenbaum Chuang Gan OCL 86 16 0 21 Dec 2020
Learning content and context with language bias for Visual Question Answering Chao Yang Su Feng Dongsheng Li Huawei Shen Guoqing Wang Bin Jiang 74 21 0 21 Dec 2020
Trying Bilinear Pooling in Video-QA T. Winterbottom S. Xiao A. McLean Noura Al Moubayed 75 3 0 18 Dec 2020
On Modality Bias in the TVQA Dataset T. Winterbottom S. Xiao A. McLean Noura Al Moubayed 89 35 0 18 Dec 2020
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering Xi Zhu Zhendong Mao Chunxiao Liu Peng Zhang Bin Wang Yongdong Zhang SSL 65 118 0 17 Dec 2020
MASKER: Masked Keyword Regularization for Reliable Text Classification S. Moon Sangwoo Mo Kimin Lee Jaeho Lee Jinwoo Shin 125 38 0 17 Dec 2020
A Closer Look at the Robustness of Vision-and-Language Pre-trained Models Linjie Li Zhe Gan Jingjing Liu VLM 101 44 0 15 Dec 2020
WILDS: A Benchmark of in-the-Wild Distribution Shifts Pang Wei Koh Shiori Sagawa Henrik Marklund Sang Michael Xie Marvin Zhang ... A. Kundaje Emma Pierson Sergey Levine Chelsea Finn Percy Liang OOD 395 1,454 0 14 Dec 2020
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao Bailin Li Xiaodan Liang Keze Wang Liang Lin 94 37 0 14 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral 110 36 0 04 Dec 2020
Point and Ask: Incorporating Pointing into Visual Question Answering Arjun Mani Nobline Yoo William Fu-Hinthorn Olga Russakovsky 3DPC 82 38 0 27 Nov 2020
Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead Hui Wu Yi R. Fung Heng Ji Rogerio Feris Kate Saenko 81 11 0 26 Nov 2020
Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles Christopher Clark Mark Yatskar Luke Zettlemoyer 92 62 0 07 Nov 2020
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View Yangyang Guo Liqiang Nie Zhiyong Cheng Q. Tian Min Zhang 116 70 0 30 Oct 2020
Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies Itai Gat Idan Schwartz Alex Schwing Tamir Hazan 106 92 0 21 Oct 2020
SOrT-ing VQA Models : Contrastive Gradient Learning for Improved Consistency Sameer Dharur Purva Tendulkar Dhruv Batra Devi Parikh Ramprasaath R. Selvaraju 70 2 0 20 Oct 2020
Answer-checking in Context: A Multi-modal FullyAttention Network for Visual Question Answering Hantao Huang Tao Han Wei Han D. Yap Cheng-Ming Chiang 38 4 0 17 Oct 2020
New Ideas and Trends in Deep Multimodal Content Understanding: A Review Wei Chen Weiping Wang Li Liu M. Lew VLM 174 33 0 16 Oct 2020
Contrast and Classify: Training Robust VQA Models Yash Kant A. Moudgil Dhruv Batra Devi Parikh Harsh Agrawal 55 5 0 13 Oct 2020
CURI: A Benchmark for Productive Concept Learning Under Uncertainty Ramakrishna Vedantam Arthur Szlam Maximilian Nickel Ari S. Morcos Brenden M. Lake UQLM LRM 72 27 0 06 Oct 2020
Attention Guided Semantic Relationship Parsing for Visual Question Answering M. Farazi Salman Khan Nick Barnes 48 2 0 05 Oct 2020
Multiple interaction learning with question-type prior knowledge for constraining answer search space in visual question answering Tuong Khanh Long Do Binh X. Nguyen Huy Tran Erman Tjiputra Quang-Dieu Tran Thanh-Toan Do 42 2 0 23 Sep 2020
MUTANT: A Training Paradigm for Out-of-Distribution Generalization in Visual Question Answering Tejas Gokhale Pratyay Banerjee Chitta Baral Yezhou Yang OOD 70 143 0 18 Sep 2020
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder K. Gouthaman Anurag Mittal 98 79 0 13 Jul 2020
IQ-VQA: Intelligent Visual Question Answering Vatsal Goel Mohit Chandak A. Anand Prithwijit Guha 66 5 0 08 Jul 2020
$Improving VQA and its Explanations \\ by Comparing Competing Explanations$ Improving VQA and its Explanations \\ by Comparing Competing Explanations Jialin Wu Liyan Chen Raymond J. Mooney FAtt AAML 93 18 0 28 Jun 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh Hamid Palangi Oleksandr Polozov Yichen Huang K. Koishida NAI LRM 133 60 0 20 Jun 2020