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
A Study of Compositional Generalization in Neural Models Tim Klinger D. Adjodah Vincent Marois Joshua Joseph Matthew D Riemer Alex Pentland Murray Campbell CoGe NAI 30 12 0 16 Jun 2020
Extrapolatable Relational Reasoning With Comparators in Low-Dimensional Manifolds Duo Wang M. Jamnik Pietro Lio OOD 15 1 0 15 Jun 2020
Relational reasoning and generalization using non-symbolic neural networks Atticus Geiger Alexandra Carstensen Michael C. Frank Michael C. Frank Christopher Potts NAI 25 20 0 14 Jun 2020
Explaining Local, Global, And Higher-Order Interactions In Deep Learning Samuel Lerman Chenliang Xu C. Venuto Henry A. Kautz FAtt 16 10 0 12 Jun 2020
Closed Loop Neural-Symbolic Learning via Integrating Neural Perception, Grammar Parsing, and Symbolic Reasoning Qing Li Siyuan Huang Yining Hong Yixin Chen Ying Nian Wu Song-Chun Zhu NAI 36 81 0 11 Jun 2020
Estimating semantic structure for the VQA answer space Corentin Kervadec G. Antipov M. Baccouche Christian Wolf 26 4 0 10 Jun 2020
Roses Are Red, Violets Are Blue... but Should Vqa Expect Them To? Corentin Kervadec G. Antipov M. Baccouche Christian Wolf OOD 21 88 0 09 Jun 2020
Probing Emergent Semantics in Predictive Agents via Question Answering Abhishek Das Federico Carnevale Hamza Merzic Laura Rimell R. Schneider ... Alden Hung Arun Ahuja S. Clark Greg Wayne Felix Hill 40 18 0 01 Jun 2020
Structured Multimodal Attentions for TextVQA Chenyu Gao Qi Zhu Peng Wang Hui Li Yuliang Liu Anton Van Den Hengel Qi Wu 23 59 0 01 Jun 2020
History-Aware Question Answering in a Blocks World Dialogue System Benjamin Kane Georgiy Platonov Lenhart K. Schubert KELM 30 3 0 26 May 2020
Reducing Overlearning through Disentangled Representations by Suppressing Unknown Tasks Naveen Panwar Tarun Tater A. Sankaran Senthil Mani VLM 6 1 0 20 May 2020
Cross-Modality Relevance for Reasoning on Language and Vision Chen Zheng Quan Guo Parisa Kordjamshidi LRM 46 36 0 12 May 2020
Scones: Towards Conversational Authoring of Sketches Forrest Huang E. Schoop David R Ha John F. Canny 26 25 0 12 May 2020
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes Douwe Kiela Hamed Firooz Aravind Mohan Vedanuj Goswami Amanpreet Singh Pratik Ringshia Davide Testuggine 45 582 0 10 May 2020
Probing Linguistic Systematicity Emily Goodwin Koustuv Sinha Timothy J. O'Donnell 98 58 0 08 May 2020
Zero-Shot Transfer Learning with Synthesized Data for Multi-Domain Dialogue State Tracking Giovanni Campagna Agata Foryciarz M. Moradshahi M. Lam 21 97 0 02 May 2020
ESPRIT: Explaining Solutions to Physical Reasoning Tasks Nazneen Rajani Rui Zhang Y. Tan Stephan Zheng Jeremy C. Weiss Aadit Vyas Abhijit Gupta Caiming Xiong R. Socher Dragomir R. Radev ReLM LRM 29 20 0 02 May 2020
Obtaining Faithful Interpretations from Compositional Neural Networks Sanjay Subramanian Ben Bogin Nitish Gupta Tomer Wolfson Sameer Singh Jonathan Berant Matt Gardner 22 42 0 02 May 2020
Benchmarking Multimodal Regex Synthesis with Complex Structures Xi Ye Qiaochu Chen Işıl Dillig Greg Durrett 29 17 0 02 May 2020
Visuo-Linguistic Question Answering (VLQA) Challenge Shailaja Keyur Sampat Yezhou Yang Chitta Baral CoGe 13 1 0 01 May 2020
Dynamic Language Binding in Relational Visual Reasoning T. Le Vuong Le Svetha Venkatesh T. Tran NAI 26 19 0 30 Apr 2020
Look at the First Sentence: Position Bias in Question Answering Miyoung Ko Jinhyuk Lee Hyunjae Kim Gangwoo Kim Jaewoo Kang FaML OOD 27 100 0 30 Apr 2020
Explainable Deep Learning: A Field Guide for the Uninitiated Gabrielle Ras Ning Xie Marcel van Gerven Derek Doran AAML XAI 52 371 0 30 Apr 2020
Differentiable Adaptive Computation Time for Visual Reasoning Cristobal Eyzaguirre Á. Soto 11 18 0 27 Apr 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 39 23 0 24 Apr 2020
VisualCOMET: Reasoning about the Dynamic Context of a Still Image J. S. Park Chandra Bhagavatula Roozbeh Mottaghi Ali Farhadi Yejin Choi ReLM LRM 27 6 0 22 Apr 2020
A Revised Generative Evaluation of Visual Dialogue Daniela Massiceti Viveka Kulharia P. Dokania N. Siddharth Philip Torr 20 0 0 20 Apr 2020
Graph-Structured Referring Expression Reasoning in The Wild Sibei Yang Guanbin Li Yizhou Yu NAI 22 91 0 19 Apr 2020
Visual Grounding Methods for VQA are Working for the Wrong Reasons! Robik Shrestha Kushal Kafle Christopher Kanan CML 22 35 0 12 Apr 2020
An Entropy Clustering Approach for Assessing Visual Question Difficulty K. Terao Toru Tamaki B. Raytchev K. Kaneda Shuníchi Satoh OOD AAML 34 1 0 12 Apr 2020
Exploring The Spatial Reasoning Ability of Neural Models in Human IQ Tests Hyunjae Kim Yookyung Koh Jinheon Baek Jaewoo Kang 12 4 0 11 Apr 2020
SpatialSim: Recognizing Spatial Configurations of Objects with Graph Neural Networks Laetitia Teodorescu Katja Hofmann Pierre-Yves Oudeyer 28 1 0 09 Apr 2020
Semantic Image Manipulation Using Scene Graphs Helisa Dhamo Azade Farshad Iro Laina Nassir Navab Gregory Hager Federico Tombari Christian Rupprecht 27 119 0 07 Apr 2020
SHOP-VRB: A Visual Reasoning Benchmark for Object Perception Michal Nazarczuk K. Mikolajczyk 28 21 0 06 Apr 2020
Generating Rationales in Visual Question Answering Hammad A. Ayyubi Md. Mehrab Tanjim Julian McAuley G. Cottrell LRM 22 5 0 04 Apr 2020
Object-Centric Image Generation with Factored Depths, Locations, and Appearances Titas Anciukevicius Christoph H. Lampert Paul Henderson OCL BDL 3DV VLM 19 33 0 01 Apr 2020
SPARE3D: A Dataset for SPAtial REasoning on Three-View Line Drawings Wenyu Han Siyuan Xiang Chenhui Liu Ruoyu Wang Chen Feng 22 16 0 31 Mar 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 16 111 0 31 Mar 2020
Detection and Description of Change in Visual Streams Davis Gilton Ruotian Luo Rebecca Willett Gregory Shakhnarovich AI4TS 18 4 0 27 Mar 2020
$P $\approx$ NP, at least in Visual Question Answering$ P $\approx$ NP, at least in Visual Question Answering Shailza Jolly Sebastián M. Palacio Joachim Folz Federico Raue Jörn Hees Andreas Dengel 24 0 0 26 Mar 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 43 68 0 25 Mar 2020
Solving Raven's Progressive Matrices with Multi-Layer Relation Networks Marius Jahrens T. Martinetz AIMat GNN 22 29 0 25 Mar 2020
Learning Object Permanence from Video Aviv Shamsian Ofri Kleinfeld Amir Globerson Gal Chechik SSL 49 31 0 23 Mar 2020
Linguistically Driven Graph Capsule Network for Visual Question Reasoning Qingxing Cao Xiaodan Liang Keze Wang Liang Lin GNN 18 3 0 23 Mar 2020
Deep Sets for Generalization in RL Tristan Karch Cédric Colas Laetitia Teodorescu Clément Moulin-Frier Pierre-Yves Oudeyer OffRL AI4CE 16 6 0 20 Mar 2020
RSVQA: Visual Question Answering for Remote Sensing Data Sylvain Lobry Diego Marcos J. Murray D. Tuia 72 208 0 16 Mar 2020
Ground Truth Evaluation of Neural Network Explanations with CLEVR-XAI L. Arras Ahmed Osman Wojciech Samek XAI AAML 21 150 0 16 Mar 2020
Learning hierarchical relationships for object-goal navigation Yiding Qiu Anwesan Pal H. Christensen 38 8 0 15 Mar 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 154 290 0 14 Mar 2020
Evaluating Logical Generalization in Graph Neural Networks Koustuv Sinha Shagun Sodhani Joelle Pineau William L. Hamilton NAI AI4CE 38 23 0 14 Mar 2020