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
Omnidata: A Scalable Pipeline for Making Multi-Task Mid-Level Vision Datasets from 3D Scans Ainaz Eftekhar Alexander Sax Roman Bachmann Jitendra Malik Amir Zamir MedIm 33 291 0 11 Oct 2021
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SLASH: Embracing Probabilistic Circuits into Neural Answer Set Programming Arseny Skryagin Wolfgang Stammer Daniel Ochs Devendra Singh Dhami Kristian Kersting NAI 33 6 0 07 Oct 2021
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Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering Long Chen Yuhang Zheng Yulei Niu Hanwang Zhang Jun Xiao AAML OOD 23 36 0 03 Oct 2021
ProTo: Program-Guided Transformer for Program-Guided Tasks Zelin Zhao Karan Samel Binghong Chen Le Song ViT LM&Ro 34 30 0 02 Oct 2021
Asking questions on handwritten document collections Minesh Mathew Lluís Gómez Dimosthenis Karatzas C. V. Jawahar RALM 40 11 0 02 Oct 2021
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images Zhuowan Li Elias Stengel-Eskin Yixiao Zhang Cihang Xie Q. Tran Benjamin Van Durme Alan Yuille VLM 26 15 0 01 Oct 2021
Visually Grounded Concept Composition Bowen Zhang Hexiang Hu Linlu Qiu Peter Shaw Fei Sha CoGe 76 4 0 29 Sep 2021
Visually Grounded Reasoning across Languages and Cultures Fangyu Liu Emanuele Bugliarello Edoardo Ponti Siva Reddy Nigel Collier Desmond Elliott VLM LRM 118 171 0 28 Sep 2021
PASS: An ImageNet replacement for self-supervised pretraining without humans Yuki M. Asano Christian Rupprecht Andrew Zisserman Andrea Vedaldi VLM SSL 28 58 0 27 Sep 2021
COVR: A test-bed for Visually Grounded Compositional Generalization with real images Ben Bogin Shivanshu Gupta Matt Gardner Jonathan Berant CoGe 39 29 0 22 Sep 2021
Learning Natural Language Generation from Scratch Alice Martin Donati Guillaume Quispe Charles Ollion Sylvain Le Corff Florian Strub Olivier Pietquin LRM 36 4 0 20 Sep 2021
ReaSCAN: Compositional Reasoning in Language Grounding Zhengxuan Wu Elisa Kreiss Desmond C. Ong Christopher Potts CoGe LRM 34 22 0 18 Sep 2021
Deep Algorithmic Question Answering: Towards a Compositionally Hybrid AI for Algorithmic Reasoning Kwwabena Nuamah 27 6 0 16 Sep 2021
Knowledge-based Embodied Question Answering Sinan Tan Mengmeng Ge Di Guo Huaping Liu F. Sun 35 20 0 16 Sep 2021
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering Ander Salaberria Gorka Azkune Oier López de Lacalle Aitor Soroa Etxabe Eneko Agirre 33 59 0 15 Sep 2021
The Emergence of the Shape Bias Results from Communicative Efficiency Eva Portelance Michael C. Frank Dan Jurafsky Alessandro Sordoni Romain Laroche 85 19 0 13 Sep 2021
Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization Zachary Susskind Bryce Arden L. John Patrick A Stockton E. John NAI 30 41 0 13 Sep 2021
Vision-based system identification and 3D keypoint discovery using dynamics constraints Miguel Jaques Martin Asenov Michael G. Burke Timothy M. Hospedales 40 4 0 13 Sep 2021
Tiered Reasoning for Intuitive Physics: Toward Verifiable Commonsense Language Understanding Shane Storks Qiaozi Gao Yichi Zhang J. Chai ReLM LRM 51 22 0 10 Sep 2021
ACP++: Action Co-occurrence Priors for Human-Object Interaction Detection Dong-Jin Kim Xiao Sun Jinsoo Choi Stephen Lin In So Kweon 21 22 0 09 Sep 2021
SORNet: Spatial Object-Centric Representations for Sequential Manipulation Wentao Yuan Chris Paxton Karthik Desingh Dieter Fox 3DPC 153 72 0 08 Sep 2021
Improved RAMEN: Towards Domain Generalization for Visual Question Answering Bhanuka Gamage Lim Chern Hong 22 1 0 06 Sep 2021
Weakly Supervised Relative Spatial Reasoning for Visual Question Answering Pratyay Banerjee Tejas Gokhale Yezhou Yang Chitta Baral LRM 30 18 0 04 Sep 2021
InSeGAN: A Generative Approach to Segmenting Identical Instances in Depth Images A. Cherian Goncalo Dias Pais Siddarth Jain Tim K. Marks Alan Sullivan GAN 32 1 0 31 Aug 2021
SASRA: Semantically-aware Spatio-temporal Reasoning Agent for Vision-and-Language Navigation in Continuous Environments Muhammad Zubair Irshad Niluthpol Chowdhury Mithun Zachary Seymour Han-Pang Chiu S. Samarasekera Rakesh Kumar LM&Ro 26 49 0 26 Aug 2021
Vision-Language Navigation: A Survey and Taxonomy Wansen Wu Tao Chang Xinmeng Li LM&Ro 17 21 0 26 Aug 2021
Orthogonal Jacobian Regularization for Unsupervised Disentanglement in Image Generation Yuxiang Wei Yupeng Shi Xiao-Chang Liu Zhilong Ji Yuan Gao Zhongqin Wu W. Zuo 28 55 0 17 Aug 2021
Complex Knowledge Base Question Answering: A Survey Yunshi Lan Gaole He Jinhao Jiang Jing Jiang Wayne Xin Zhao Ji-Rong Wen 35 84 0 15 Aug 2021
SPACE: A Simulator for Physical Interactions and Causal Learning in 3D Environments Jiafei Duan Samson Yu Cheston Tan 14 13 0 13 Aug 2021
DiagViB-6: A Diagnostic Benchmark Suite for Vision Models in the Presence of Shortcut and Generalization Opportunities Elias Eulig Piyapat Saranrittichai Chaithanya Kumar Mummadi K. Rambach William H. Beluch Xiahan Shi Volker Fischer 157 11 0 12 Aug 2021
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models Zheyuan Liu Cristian Rodriguez-Opazo Damien Teney Stephen Gould VLM 22 191 0 09 Aug 2021
Unsupervised Learning of Debiased Representations with Pseudo-Attributes Seonguk Seo Joon-Young Lee Bohyung Han FaML 76 48 0 06 Aug 2021
Generalization in Multimodal Language Learning from Simulation Aaron Eisermann Jae Hee Lee C. Weber S. Wermter 25 9 0 03 Aug 2021
QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehension Anna Rogers Matt Gardner Isabelle Augenstein 29 163 0 27 Jul 2021
Greedy Gradient Ensemble for Robust Visual Question Answering Xinzhe Han Shuhui Wang Chi Su Qingming Huang Q. Tian 26 75 0 27 Jul 2021
Pointer Value Retrieval: A new benchmark for understanding the limits of neural network generalization Chiyuan Zhang M. Raghu Jon M. Kleinberg Samy Bengio OOD 32 30 0 27 Jul 2021
Robotic Occlusion Reasoning for Efficient Object Existence Prediction Mengdi Li C. Weber Matthias Kerzel Jae Hee Lee Zheni Zeng Zhiyuan Liu S. Wermter 27 7 0 26 Jul 2021
Neural Abstructions: Abstractions that Support Construction for Grounded Language Learning Kaylee Burns Christopher D. Manning Li Fei-Fei 32 0 0 20 Jul 2021
Separating Skills and Concepts for Novel Visual Question Answering Spencer Whitehead Hui Wu Heng Ji Rogerio Feris Kate Saenko CoGe 38 34 0 19 Jul 2021
PICASO: Permutation-Invariant Cascaded Attentional Set Operator Samira Zare H. Nguyen 16 5 0 17 Jul 2021
Unsupervised Discovery of Object Radiance Fields Hong-Xing Yu Leonidas J. Guibas Jiajun Wu OCL 32 122 0 16 Jul 2021
The Benchmark Lottery Mostafa Dehghani Yi Tay A. Gritsenko Zhe Zhao N. Houlsby Fernando Diaz Donald Metzler Oriol Vinyals 47 89 0 14 Jul 2021
Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering Rajat Koner Hang Li Marcel Hildebrandt Deepan Das Volker Tresp Stephan Günnemann 43 31 0 13 Jul 2021
DualVGR: A Dual-Visual Graph Reasoning Unit for Video Question Answering Jianyu Wang Bingkun Bao Changsheng Xu 19 75 0 10 Jul 2021
LanguageRefer: Spatial-Language Model for 3D Visual Grounding Junha Roh Karthik Desingh Ali Farhadi Dieter Fox 22 95 0 07 Jul 2021
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question Answering Siddharth Karamcheti Ranjay Krishna Li Fei-Fei Christopher D. Manning 39 89 0 06 Jul 2021
SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Grgur Kovač Rémy Portelas Katja Hofmann Pierre-Yves Oudeyer ALM 32 6 0 02 Jul 2021
Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning Nan Rosemary Ke Aniket Didolkar Sarthak Mittal Anirudh Goyal Guillaume Lajoie Stefan Bauer Danilo Jimenez Rezende Yoshua Bengio Michael C. Mozer C. Pal CML 34 54 0 02 Jul 2021