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"

25 / 1,475 papers shown

Title
Localizing Moments in Video with Natural Language Lisa Anne Hendricks Oliver Wang Eli Shechtman Josef Sivic Trevor Darrell Bryan C. Russell 55 927 0 04 Aug 2017
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering Models Ilija Ilievski Jiashi Feng 19 11 0 02 Aug 2017
Learning Visual Reasoning Without Strong Priors Ethan Perez H. D. Vries Florian Strub Vincent Dumoulin Aaron Courville OOD NAI 34 62 0 10 Jul 2017
Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures Joseph Suárez Clare Zhu 25 0 0 08 Jul 2017
VAIN: Attentional Multi-agent Predictive Modeling Yedid Hoshen GNN 41 237 0 19 Jun 2017
A simple neural network module for relational reasoning Adam Santoro David Raposo David Barrett Mateusz Malinowski Razvan Pascanu Peter W. Battaglia Timothy Lillicrap GNN NAI 37 1,605 0 05 Jun 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 33 11 0 05 Jun 2017
Generative Models of Visually Grounded Imagination Ramakrishna Vedantam Ian S. Fischer Jonathan Huang Kevin Patrick Murphy 19 138 0 30 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan L. V. D. van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 23 541 0 10 May 2017
FOIL it! Find One mismatch between Image and Language caption Ravi Shekhar Sandro Pezzelle Yauhen Klimovich Aurélie Herbelot Moin Nabi E. Sangineto Raffaella Bernardi 25 137 0 03 May 2017
The Forgettable-Watcher Model for Video Question Answering Hongyang Xue Zhou Zhao Deng Cai 21 9 0 03 May 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning Dipendra Kumar Misra John Langford Yoav Artzi 21 247 0 28 Apr 2017
C-VQA: A Compositional Split of the Visual Question Answering (VQA) v1.0 Dataset Aishwarya Agrawal Aniruddha Kembhavi Dhruv Batra Devi Parikh CoGe 24 80 0 26 Apr 2017
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets Wei-Lun Chao Hexiang Hu Fei Sha 22 37 0 24 Apr 2017
Learning to Reason: End-to-End Module Networks for Visual Question Answering Ronghang Hu Jacob Andreas Marcus Rohrbach Trevor Darrell Kate Saenko KELM GNN ReLM LRM 42 574 0 18 Apr 2017
ShapeWorld - A new test methodology for multimodal language understanding A. Kuhnle Ann A. Copestake 30 66 0 14 Apr 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 34 547 0 14 Apr 2017
Pay Attention to Those Sets! Learning Quantification from Images Ionut-Teodor Sorodoc Sandro Pezzelle Aurélie Herbelot Mariella Dimiccoli Raffaella Bernardi 6 0 0 10 Apr 2017
An Analysis of Visual Question Answering Algorithms Kushal Kafle Christopher Kanan 30 231 0 28 Mar 2017
Be Precise or Fuzzy: Learning the Meaning of Cardinals and Quantifiers from Vision Sandro Pezzelle Marco Marelli Raffaella Bernardi 20 7 0 17 Feb 2017
MarioQA: Answering Questions by Watching Gameplay Videos Jonghwan Mun Paul Hongsuck Seo Ilchae Jung Bohyung Han 50 108 0 06 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 137 3,130 0 02 Dec 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 39 454 0 17 Jun 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 167 1,465 0 06 Jun 2016
Counting Everyday Objects in Everyday Scenes Prithvijit Chattopadhyay Ramakrishna Vedantam Ramprasaath R. Selvaraju Dhruv Batra Devi Parikh 20 156 0 12 Apr 2016