CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

20 December 2016

Justin Johnson

B. Hariharan

L. V. D. van der Maaten

Li Fei-Fei

Papers citing "CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning"

50 / 1,475 papers shown

Title
Hyperbolic Attention Networks Çağlar Gülçehre Misha Denil Mateusz Malinowski Ali Razavi Razvan Pascanu ... Peter W. Battaglia V. Bapst David Raposo Adam Santoro Nando de Freitas 31 220 0 24 May 2018
A new dataset and model for learning to understand navigational instructions Ozan Arkan Can Deniz Yuret 23 1 0 21 May 2018
Learning compositionally through attentive guidance Dieuwke Hupkes Anand Singh K. Korrel Germán Kruszewski Elia Bruni CoGe 19 30 0 20 May 2018
DenseImage Network: Video Spatial-Temporal Evolution Encoding and Understanding Xiaokai Chen Ke Gao VGen 21 5 0 19 May 2018
Synthetically Trained Neural Networks for Learning Human-Readable Plans from Real-World Demonstrations Jonathan Tremblay Thang To Artem Molchanov Stephen Tyree Jan Kautz Stan Birchfield 11 36 0 18 May 2018
Defoiling Foiled Image Captions Pranava Madhyastha Josiah Wang Lucia Specia 27 9 0 16 May 2018
Reciprocal Attention Fusion for Visual Question Answering M. Farazi Salman H Khan 26 14 0 11 May 2018
Relational Network for Skeleton-Based Action Recognition Wu Zheng Lin Li Zhaoxiang Zhang Yan Huang Liang Wang 27 45 0 07 May 2018
Object Ordering with Bidirectional Matchings for Visual Reasoning Hao Tan Joey Tianyi Zhou BDL CoGe 24 16 0 18 Apr 2018
Comparatives, Quantifiers, Proportions: A Multi-Task Model for the Learning of Quantities from Vision Sandro Pezzelle Ionut-Teodor Sorodoc Raffaella Bernardi 21 9 0 13 Apr 2018
Solving Bongard Problems with a Visual Language and Pragmatic Reasoning Stefan Depeweg Constantin Rothkopf Frank Jakel LRM 15 42 0 12 Apr 2018
Question Type Guided Attention in Visual Question Answering Yang Shi Tommaso Furlanello Sheng Zha Anima Anandkumar 25 46 0 06 Apr 2018
SampleAhead: Online Classifier-Sampler Communication for Learning from Synthesized Data Qi Chen Weichao Qiu Yi Zhang Lingxi Xie Alan Yuille 3DH 16 5 0 01 Apr 2018
Visual Question Reasoning on General Dependency Tree Qingxing Cao Xiaodan Liang Bailin Li Guanbin Li Liang Lin CoGe 27 37 0 31 Mar 2018
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer Joseph Suárez Justin Johnson Fei-Fei Li LRM 16 32 0 30 Mar 2018
Two can play this Game: Visual Dialog with Discriminative Question Generation and Answering Unnat Jain Svetlana Lazebnik A. Schwing MLLM 37 81 0 29 Mar 2018
Referring Relationships Ranjay Krishna Ines Chami Michael S. Bernstein Li Fei-Fei 30 94 0 28 Mar 2018
Explicit Reasoning over End-to-End Neural Architectures for Visual Question Answering Somak Aditya Yezhou Yang Chitta Baral LRM NAI ReLM 20 53 0 23 Mar 2018
A Dataset and Architecture for Visual Reasoning with a Working Memory G. R. Yang Igor Ganichev Xiao-Jing Wang Jonathon Shlens David Sussillo 14 54 0 16 Mar 2018
Transparency by Design: Closing the Gap Between Performance and Interpretability in Visual Reasoning David Mascharka Philip Tran Ryan Soklaski Arjun Majumdar 39 207 0 14 Mar 2018
Compositional Attention Networks for Machine Reasoning Drew A. Hudson Christopher D. Manning BDL OOD LRM 32 572 0 08 Mar 2018
VizWiz Grand Challenge: Answering Visual Questions from Blind People Danna Gurari Qing Li Abigale Stangl Anhong Guo Chi Lin Kristen Grauman Jiebo Luo Jeffrey P. Bigham CoGe 37 810 0 22 Feb 2018
Memorize or generalize? Searching for a compositional RNN in a haystack Adam Liska Germán Kruszewski Marco Baroni 18 79 0 18 Feb 2018
Scenarios: A New Representation for Complex Scene Understanding Z. Daniels Dimitris N. Metaxas OCL 16 2 0 16 Feb 2018
Learning to Count Objects in Natural Images for Visual Question Answering Yan Zhang Jonathon S. Hare Adam Prugel-Bennett OOD 34 205 0 15 Feb 2018
Object-based reasoning in VQA Mikyas T. Desta Larry Chen Tomasz Kornuta 32 33 0 29 Jan 2018
DVQA: Understanding Data Visualizations via Question Answering Kushal Kafle Brian L. Price Scott D. Cohen Christopher Kanan AIMat 33 364 0 24 Jan 2018
CHALET: Cornell House Agent Learning Environment Claudia Yan Dipendra Kumar Misra Andrew Bennett Aaron Walsman Yonatan Bisk Yoav Artzi LM&Ro 17 93 0 23 Jan 2018
Benchmark Visual Question Answer Models by using Focus Map Wenda Qiu Yueyang Xianzang Zhekai Zhang 3DV 13 0 0 13 Jan 2018
CoDraw: Collaborative Drawing as a Testbed for Grounded Goal-driven Communication Jin-Hwa Kim Nikita Kitaev Xinlei Chen Marcus Rohrbach Byoung-Tak Zhang Yuandong Tian Dhruv Batra Devi Parikh DiffM VGen 32 25 0 15 Dec 2017
IQA: Visual Question Answering in Interactive Environments Daniel Gordon Aniruddha Kembhavi Mohammad Rastegari Joseph Redmon Dieter Fox Ali Farhadi LM&Ro 25 386 0 09 Dec 2017
Broadcasting Convolutional Network for Visual Relational Reasoning Simyung Chang John Yang Seonguk Park Nojun Kwak 27 19 0 07 Dec 2017
Learning by Asking Questions Ishan Misra Ross B. Girshick Rob Fergus M. Hebert Abhinav Gupta L. V. D. van der Maaten 34 82 0 04 Dec 2017
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering Aishwarya Agrawal Dhruv Batra Devi Parikh Aniruddha Kembhavi OOD 61 582 0 01 Dec 2017
Embodied Question Answering Abhishek Das Samyak Datta Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 48 640 0 30 Nov 2017
Adversarial Attacks Beyond the Image Space Fangyin Wei Chenxi Liu Yu-Siang Wang Weichao Qiu Lingxi Xie Yu-Wing Tai Chi-Keung Tang Alan Yuille AAML 41 145 0 20 Nov 2017
Priming Neural Networks Amir Rosenfeld Mahdi Biparva John K. Tsotsos ObjD 27 11 0 16 Nov 2017
Weakly-supervised Semantic Parsing with Abstract Examples Omer Goldman Veronica Latcinnik Udi Naveh Amir Globerson Jonathan Berant NAI 29 70 0 14 Nov 2017
Learning with Latent Language Jacob Andreas Dan Klein Sergey Levine 25 133 0 01 Nov 2017
FigureQA: An Annotated Figure Dataset for Visual Reasoning Samira Ebrahimi Kahou Vincent Michalski Adam Atkinson Ákos Kádár Adam Trischler Yoshua Bengio ReLM AIMat 28 308 0 19 Oct 2017
What is (missing or wrong) in the scene? A Hybrid Deep Boltzmann Machine For Contextualized Scene Modeling Ilker Bozcan Y. Oymak Idil Zeynep Alemdar Sinan Kalkan BDL 22 7 0 16 Oct 2017
Visual Reasoning with Natural Language Stephanie Zhou Alane Suhr Yoav Artzi 25 4 0 02 Oct 2017
Fooling Vision and Language Models Despite Localization and Attention Mechanism Xiaojun Xu Xinyun Chen Chang-rui Liu Anna Rohrbach Trevor Darrell D. Song AAML 10 41 0 25 Sep 2017
FiLM: Visual Reasoning with a General Conditioning Layer Ethan Perez Florian Strub H. D. Vries Vincent Dumoulin Aaron Courville FAtt AIMat OffRL AI4CE 116 2,154 0 22 Sep 2017
Visual Question Generation as Dual Task of Visual Question Answering Yikang Li Nan Duan Bolei Zhou Xiao Chu Wanli Ouyang Xiaogang Wang 34 165 0 21 Sep 2017
Toward Cognitive and Immersive Systems: Experiments in a Cognitive Microworld Matthew Peveler Naveen Sundar Govindarajulu S. Bringsjord Atriya Sen Biplav Srivastava Kartik Talamadupula Hui Su 15 0 0 14 Sep 2017
Reasoning about Fine-grained Attribute Phrases using Reference Games Jong-Chyi Su Chenyun Wu Huaizu Jiang Subhransu Maji 34 16 0 29 Aug 2017
Learning to Disambiguate by Asking Discriminative Questions Yining Li Chen Huang Xiaoou Tang Chen Change Loy 18 22 0 09 Aug 2017
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 50 380 0 09 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi Ma FAtt 32 106 0 07 Aug 2017