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Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 634 papers shown

Title
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 171 864 0 22 Feb 2018
Attentive Tensor Product Learning Qiuyuan Huang Li Deng D. Wu Chang Liu Xiaodong He 82 23 0 20 Feb 2018
Interactive Grounded Language Acquisition and Generalization in a 2D World Haonan Yu Haichao Zhang Wenyuan Xu LLMAG LM&Ro 194 79 0 31 Jan 2018
Object-based reasoning in VQA Mikyas T. Desta Larry Chen Tomasz Kornuta 67 33 0 29 Jan 2018
Neural Algebra of Classifiers Rodrigo Santa Cruz Basura Fernando A. Cherian Stephen Gould CoGe OCL 87 11 0 26 Jan 2018
MAttNet: Modular Attention Network for Referring Expression Comprehension Licheng Yu Zhe Lin Xiaohui Shen Jimei Yang Xin Lu Joey Tianyi Zhou Tamara L. Berg ObjD 128 834 0 24 Jan 2018
An Interpretable Reasoning Network for Multi-Relation Question Answering Mantong Zhou Minlie Huang Xiaoyan Zhu KELM 81 120 0 15 Jan 2018
Interpretable Counting for Visual Question Answering Alexander R. Trott Caiming Xiong R. Socher 106 71 0 23 Dec 2017
CSGNet: Neural Shape Parser for Constructive Solid Geometry Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DV 80 193 0 22 Dec 2017
Cavs: A Vertex-centric Programming Interface for Dynamic Neural Networks Huatian Zhang Shizhen Xu Graham Neubig Wei-Ming Dai Qirong Ho Guangwen Yang Eric Xing GNN 37 3 0 11 Dec 2017
IQA: Visual Question Answering in Interactive Environments Daniel Gordon Aniruddha Kembhavi Mohammad Rastegari Joseph Redmon Dieter Fox Ali Farhadi LM&Ro 129 391 0 09 Dec 2017
Convolutional Networks with Adaptive Inference Graphs Andreas Veit Serge J. Belongie OOD GNN 111 385 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 126 150 0 20 Nov 2017
A Novel Framework for Robustness Analysis of Visual QA Models Jia-Hong Huang Cuong Duc Dao Modar Alfadly Guohao Li AAML OOD 82 34 0 16 Nov 2017
Semantic Code Repair using Neuro-Symbolic Transformation Networks Jacob Devlin J. Uesato Rishabh Singh Pushmeet Kohli NAI KELM 81 52 0 30 Oct 2017
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization Hyeonwoo Noh Tackgeun You Jonghwan Mun Bohyung Han NoLa 73 201 0 14 Oct 2017
Neural Program Meta-Induction Jacob Devlin Rudy Bunel Rishabh Singh Matthew J. Hausknecht Pushmeet Kohli 87 72 0 11 Oct 2017
iVQA: Inverse Visual Question Answering Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 66 47 0 10 Oct 2017
Neural Task Programming: Learning to Generalize Across Hierarchical Tasks Danfei Xu Suraj Nair Yuke Zhu J. Gao Animesh Garg Li Fei-Fei Silvio Savarese 84 198 0 04 Oct 2017
Visual Reasoning with Natural Language Stephanie Zhou Alane Suhr Yoav Artzi 45 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 Basel Alomair AAML 99 41 0 25 Sep 2017
Survey of Recent Advances in Visual Question Answering Supriya Pandhre Shagun Sodhani 30 14 0 24 Sep 2017
Visual Reference Resolution using Attention Memory for Visual Dialog Paul Hongsuck Seo Andreas M. Lehrmann Bohyung Han Leonid Sigal 107 123 0 23 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 380 2,251 0 22 Sep 2017
Exploring Human-like Attention Supervision in Visual Question Answering Tingting Qiao Jianfeng Dong Duanqing Xu 61 105 0 19 Sep 2017
Learning Functional Causal Models with Generative Neural Networks Hugo Jair Escalante Sergio Escalera Xavier Baro Isabelle M Guyon Umut Güçlü Marcel van Gerven CML BDL 105 108 0 15 Sep 2017
Robustness Analysis of Visual QA Models by Basic Questions Jia-Hong Huang Cuong Duc Dao Modar Alfadly C. Huck Yang Guohao Li OOD 65 24 0 14 Sep 2017
General AI Challenge - Round One: Gradual Learning Jan Feyereisl Matej Nikl Martin Poliak Martin Stránský M. Vlasak CLL AI4CE 25 1 0 17 Aug 2017
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic Segmentation Chuang Gan Yandong Li Haoxiang Li Chen Sun Boqing Gong 106 127 0 15 Aug 2017
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question Answering Zhou Yu Jun-chen Yu Chenchao Xiang Jianping Fan Dacheng Tao 101 462 0 10 Aug 2017
Learning to Disambiguate by Asking Discriminative Questions Yining Li Chen Huang Xiaoou Tang Chen Change Loy 65 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 132 383 0 09 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi-An Ma FAtt 87 107 0 07 Aug 2017
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question Answering Zhou Yu Jun-chen Yu Jianping Fan Dacheng Tao 82 669 0 04 Aug 2017
MemexQA: Visual Memex Question Answering Lu Jiang Junwei Liang Liangliang Cao Yannis Kalantidis S. Farfade Alexander G. Hauptmann 46 28 0 04 Aug 2017
Weakly-supervised learning of visual relations Julia Peyre Ivan Laptev Cordelia Schmid Josef Sivic 80 195 0 29 Jul 2017
TensorLayer: A Versatile Library for Efficient Deep Learning Development Hao Dong A. Supratak Kai Zou Fangde Liu A. Oehmichen Simiao Yu Yike Guo 149 114 0 26 Jul 2017
Visual Question Answering with Memory-Augmented Networks Chao Ma Chunhua Shen A. Dick Qi Wu Peng Wang Anton Van Den Hengel Ian Reid 90 100 0 17 Jul 2017
Learning Visual Reasoning Without Strong Priors Ethan Perez H. D. Vries Florian Strub Vincent Dumoulin Aaron Courville OOD NAI 108 62 0 10 Jul 2017
Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures Joseph Suárez Clare Zhu 49 0 0 08 Jul 2017
Programmable Agents Misha Denil Sergio Gomez Colmenarejo Serkan Cabi D. Saxton Nando de Freitas AI4CE 92 42 0 20 Jun 2017
Learning Hierarchical Information Flow with Recurrent Neural Modules Danijar Hafner A. Irpan James Davidson N. Heess 26 9 0 18 Jun 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 59 11 0 05 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 175 2,963 0 26 May 2017
Inferring and Executing Programs for Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Judy Hoffman Li Fei-Fei C. L. Zitnick Ross B. Girshick NAI 122 545 0 10 May 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 87 139 0 03 May 2017
The Promise of Premise: Harnessing Question Premises in Visual Question Answering Aroma Mahendru Viraj Prabhu Akrit Mohapatra Dhruv Batra Stefan Lee NAI 106 38 0 01 May 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning Dipendra Kumar Misra John Langford Yoav Artzi 86 247 0 28 Apr 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing Maxim Rabinovich Mitchell Stern Dan Klein 103 362 0 25 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 140 581 0 18 Apr 2017