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

20 December 2016

Justin Johnson

B. Hariharan

Laurens van der Maaten

Li Fei-Fei

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

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Title
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 34 79 0 08 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 32 26 0 06 Oct 2020
Pathological Visual Question Answering Xuehai He Zhuo Cai Wenlan Wei Yichen Zhang Luntian Mou Eric Xing P. Xie 88 24 0 06 Oct 2020
Reward Machines: Exploiting Reward Function Structure in Reinforcement Learning Rodrigo Toro Icarte Toryn Q. Klassen Richard Valenzano Sheila A. McIlraith OffRL 70 217 0 06 Oct 2020
Meta-Learning of Structured Task Distributions in Humans and Machines Sreejan Kumar Ishita Dasgupta Jonathan Cohen Nathaniel D. Daw Thomas Griffiths OffRL 27 3 0 05 Oct 2020
Improving Generative Imagination in Object-Centric World Models Zhixuan Lin Yi-Fu Wu Skand Peri Bofeng Fu Jindong Jiang Sungjin Ahn OCL 27 80 0 05 Oct 2020
Attention Guided Semantic Relationship Parsing for Visual Question Answering M. Farazi Salman Khan Nick Barnes 19 2 0 05 Oct 2020
Static and Animated 3D Scene Generation from Free-form Text Descriptions Faria Huq Nafees Ahmed Anindya Iqbal 3DV 21 1 0 04 Oct 2020
CAPTION: Correction by Analyses, POS-Tagging and Interpretation of Objects using only Nouns L. Ferreira Douglas De Rizzo Meneghetti P. Santos 14 2 0 02 Oct 2020
Bongard-LOGO: A New Benchmark for Human-Level Concept Learning and Reasoning Weili Nie Zhiding Yu Lei Mao Ankit B. Patel Yuke Zhu Anima Anandkumar VLM LRM 28 75 0 02 Oct 2020
RefVOS: A Closer Look at Referring Expressions for Video Object Segmentation Míriam Bellver Carles Ventura Carina Silberer Ioannis V. Kazakos Jordi Torres Xavier Giró-i-Nieto VOS 34 32 0 01 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu Hideki Nakayama GNN 25 3 0 30 Sep 2020
Think before you act: A simple baseline for compositional generalization C. Heinze-Deml Diane Bouchacourt CoGe 30 16 0 29 Sep 2020
Extending Answer Set Programs with Neural Networks Zhun Yang ReLM NAI LRM 25 0 0 22 Sep 2020
CLEVR Parser: A Graph Parser Library for Geometric Learning on Language Grounded Image Scenes Raeid Saqur Ameet Deshpande GNN NAI 13 0 0 19 Sep 2020
ShapeAssembly: Learning to Generate Programs for 3D Shape Structure Synthesis R. K. Jones Theresa Barton Xianghao Xu Kai Wang Ellen Jiang Paul Guerrero Niloy J. Mitra Daniel E. Ritchie 36 31 0 17 Sep 2020
Synbols: Probing Learning Algorithms with Synthetic Datasets Alexandre Lacoste Pau Rodríguez Frederic Branchaud-Charron Parmida Atighehchian Massimo Caccia I. Laradji Alexandre Drouin Matt Craddock Laurent Charlin David Vázquez 33 14 0 14 Sep 2020
Span-based Semantic Parsing for Compositional Generalization Jonathan Herzig Jonathan Berant ReLM LRM 25 101 0 13 Sep 2020
A Dataset and Baselines for Visual Question Answering on Art Noa Garcia Chentao Ye Zihua Liu Qingtao Hu Mayu Otani Chenhui Chu Yuta Nakashima Teruko Mitamura CoGe 16 52 0 28 Aug 2020
Visual Question Answering on Image Sets Ankan Bansal Yuting Zhang Rama Chellappa CoGe 22 40 0 27 Aug 2020
The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement William S. Peebles John Peebles Jun-Yan Zhu Alexei A. Efros Antonio Torralba 45 115 0 24 Aug 2020
INSIDE: Steering Spatial Attention with Non-Imaging Information in CNNs Grzegorz Jacenków Alison Q. OÑeil Brian Mohr Sotirios A. Tsaftaris 22 9 0 21 Aug 2020
AutoSimulate: (Quickly) Learning Synthetic Data Generation Harkirat Singh Behl A. G. Baydin Ran Gal Philip Torr Vibhav Vineet 16 23 0 16 Aug 2020
Compositional Generalization via Neural-Symbolic Stack Machines Xinyun Chen Chen Liang Adams Wei Yu D. Song Denny Zhou BDL 19 99 0 15 Aug 2020
Graph Edit Distance Reward: Learning to Edit Scene Graph Lichang Chen Guosheng Lin Shijie Wang Qingyao Wu 11 18 0 15 Aug 2020
Text as Neural Operator: Image Manipulation by Text Instruction Tianhao Zhang Hung-Yu Tseng Lu Jiang Weilong Yang Honglak Lee Irfan Essa DiffM 26 40 0 11 Aug 2020
A Neural-Symbolic Framework for Mental Simulation Michael D Kissner 22 0 0 05 Aug 2020
Word meaning in minds and machines Brenden M. Lake G. Murphy NAI 26 117 0 04 Aug 2020
Presentation and Analysis of a Multimodal Dataset for Grounded Language Learning Patrick Jenkins Rishabh Sachdeva Gaoussou Youssouf Kebe Padraig Higgins Kasra Darvish Edward Raff Don Engel J. Winder Francis Ferraro Cynthia Matuszek 20 5 0 29 Jul 2020
Towards Ecologically Valid Research on Language User Interfaces H. D. Vries Dzmitry Bahdanau Christopher D. Manning 215 51 0 28 Jul 2020
AiR: Attention with Reasoning Capability Shi Chen Ming Jiang Jinhui Yang Qi Zhao LRM 13 36 0 28 Jul 2020
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering Siwen Luo S. Han Kaiyuan Sun Josiah Poon CoGe LRM ReLM 26 4 0 27 Jul 2020
Knowledge Graph Extraction from Videos Louis Mahon Eleonora Giunchiglia Bowen Li Thomas Lukasiewicz 19 19 0 20 Jul 2020
Understanding Spatial Relations through Multiple Modalities Soham Dan Hangfeng He Dan Roth 16 6 0 19 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 31 113 0 17 Jul 2020
Knowledge-Based Video Question Answering with Unsupervised Scene Descriptions Noa Garcia Yuta Nakashima 46 32 0 17 Jul 2020
Detecting Human-Object Interactions with Action Co-occurrence Priors Dong-Jin Kim Xiao Sun Jinsoo Choi Stephen Lin In So Kweon 32 124 0 17 Jul 2020
On Robustness and Transferability of Convolutional Neural Networks Josip Djolonga Jessica Yung Michael Tschannen Rob Romijnders Lucas Beyer ... D. Moldovan Sylvain Gelly N. Houlsby Xiaohua Zhai Mario Lucic OOD 18 154 0 16 Jul 2020
Deep Learning for Abstract Argumentation Semantics Dennis Craandijk Floris Bex SSeg 24 30 0 15 Jul 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 50 96 0 13 Jul 2020
Generative Compositional Augmentations for Scene Graph Prediction Boris Knyazev H. D. Vries Cătălina Cangea Graham W. Taylor Aaron Courville Eugene Belilovsky 23 25 0 11 Jul 2020
INT: An Inequality Benchmark for Evaluating Generalization in Theorem Proving Yuhuai Wu Albert Qiaochu Jiang Jimmy Ba Roger C. Grosse AIMat 26 55 0 06 Jul 2020
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering Qing Li Siyuan Huang Yining Hong Song-Chun Zhu 28 29 0 03 Jul 2020
RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces Sébastien Ehrhardt Oliver Groth Áron Monszpart Martin Engelcke Ingmar Posner Niloy Mitra Andrea Vedaldi 3DPC 21 54 0 02 Jul 2020
Scene Graph Reasoning for Visual Question Answering Marcel Hildebrandt Hang Li Rajat Koner Volker Tresp Stephan Günnemann GNN 22 61 0 02 Jul 2020
DocVQA: A Dataset for VQA on Document Images Minesh Mathew Dimosthenis Karatzas C. V. Jawahar 40 675 0 01 Jul 2020
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering Ben Bogin Sanjay Subramanian Matt Gardner Jonathan Berant ReLM OOD BDL LRM 22 28 0 01 Jul 2020
Conditional Set Generation with Transformers Adam R. Kosiorek Hyunjik Kim Danilo Jimenez Rezende 29 40 0 26 Jun 2020
Object-Centric Learning with Slot Attention Francesco Locatello Dirk Weissenborn Thomas Unterthiner Aravindh Mahendran G. Heigold Jakob Uszkoreit Alexey Dosovitskiy Thomas Kipf OCL 41 824 0 26 Jun 2020
A causal view of compositional zero-shot recognition Yuval Atzmon Felix Kreuk Uri Shalit Gal Chechik OCL BDL CML 61 118 0 25 Jun 2020