Papers citing 'Neural Module Networks'

Title
Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge Damien Teney Peter Anderson Xiaodong He Anton Van Den Hengel 348 395 0 09 Aug 2017
Structured Attentions for Visual Question AnsweringIEEE International Conference on Computer Vision (ICCV), 2017 Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi-An Ma FAtt 231 110 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 182 715 0 04 Aug 2017
MemexQA: Visual Memex Question Answering Lu Jiang Junwei Liang Liangliang Cao Yannis Kalantidis S. Farfade Alexander G. Hauptmann 132 28 0 04 Aug 2017
Weakly-supervised learning of visual relations Julia Peyre Ivan Laptev Cordelia Schmid Josef Sivic 160 197 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 Wenhan Luo 291 116 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 142 109 0 17 Jul 2017
Learning Visual Reasoning Without Strong Priors Ethan Perez H. D. Vries Florian Strub Vincent Dumoulin Aaron Courville OOD NAI 364 63 0 10 Jul 2017
Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures Joseph Suárez Clare Zhu 111 0 0 08 Jul 2017
Programmable Agents Misha Denil Sergio Gomez Colmenarejo Serkan Cabi D. Saxton Nando de Freitas AI4CE 149 43 0 20 Jun 2017
Learning Hierarchical Information Flow with Recurrent Neural Modules Danijar Hafner A. Irpan James Davidson N. Heess 113 9 0 18 Jun 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 184 11 0 05 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 468 3,539 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 285 568 0 10 May 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 161 143 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 182 39 0 01 May 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning Dipendra Kumar Misra John Langford Yoav Artzi 254 249 0 28 Apr 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing Maxim Rabinovich Mitchell Stern Dan Klein 192 375 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 418 594 0 18 Apr 2017
ShapeWorld - A new test methodology for multimodal language understanding A. Kuhnle Ann A. Copestake 130 73 0 14 Apr 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 316 629 0 14 Apr 2017
Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries Xicheng Zhang Luyao Yuan Yijie Guo Zhiyuan He I-An Huang Honglak Lee ObjD 152 59 0 12 Apr 2017
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering V. Kazemi Ali Elqursh OOD 148 193 0 11 Apr 2017
Pay Attention to Those Sets! Learning Quantification from Images Ionut-Teodor Sorodoc Sandro Pezzelle Aurélie Herbelot Mariella Dimiccoli Raffaella Bernardi 97 0 0 10 Apr 2017
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks Tanmay Gupta Kevin J. Shih Saurabh Singh Derek Hoiem 253 26 0 02 Apr 2017
A Deep Compositional Framework for Human-like Language Acquisition in Virtual Environment Haonan Yu Haichao Zhang Wenyuan Xu LM&Ro 194 26 0 28 Mar 2017
Task-driven Visual Saliency and Attention-based Visual Question Answering Yuetan Lin Zhangyang Pang Donghui Wang Yueting Zhuang 106 26 0 22 Feb 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningComputer Vision and Pattern Recognition (CVPR), 2016 Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 662 2,652 0 20 Dec 2016
Exploring the Design Space of Deep Convolutional Neural Networks at Large Scale F. Iandola 3DV 115 19 0 20 Dec 2016
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New QuestionsComputer Vision and Pattern Recognition (CVPR), 2016 Peng Wang Qi Wu Chunhua Shen Anton Van Den Hengel OOD 145 89 0 16 Dec 2016
Text-guided Attention Model for Image Captioning Jonghwan Mun Minsu Cho Bohyung Han VLM 114 95 0 12 Dec 2016
Commonly Uncommon: Semantic Sparsity in Situation Recognition Mark Yatskar Vicente Ordonez Luke Zettlemoyer Ali Farhadi VLM 166 46 0 03 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 1.0K 3,762 0 02 Dec 2016
Modeling Relationships in Referential Expressions with Compositional Modular Networks Ronghang Hu Marcus Rohrbach Jacob Andreas Trevor Darrell Kate Saenko 181 420 0 30 Nov 2016
Attend in groups: a weakly-supervised deep learning framework for learning from web data Bohan Zhuang Lingqiao Liu Yao Li Chunhua Shen Ian Reid NoLa 108 90 0 30 Nov 2016
Dual Attention Networks for Multimodal Reasoning and Matching Hyeonseob Nam Jung-Woo Ha Jeonghee Kim 222 699 0 02 Nov 2016
Visual Question Answering: Datasets, Algorithms, and Future ChallengesComputer Vision and Image Understanding (CVIU), 2016 Kushal Kafle Christopher Kanan OOD 244 256 0 05 Oct 2016
Tutorial on Answering Questions about Images with Deep Learning Mateusz Malinowski Mario Fritz VLM 174 3 0 04 Oct 2016
Graph-Structured Representations for Visual Question Answering Damien Teney Lingqiao Liu Anton Van Den Hengel GNN NAI 265 439 0 19 Sep 2016
Learning to generalize to new compositions in image understanding Yuval Atzmon Jonathan Berant Vahid Kezami Amir Globerson Gal Chechik 155 70 0 27 Aug 2016
Solving Visual Madlibs with Multiple Cues Tatiana Tommasi Arun Mallya Bryan A. Plummer Svetlana Lazebnik Alexander C. Berg Tamara L. Berg 191 18 0 11 Aug 2016
Visual Question Answering: A Survey of Methods and Datasets Qi Wu Damien Teney Peng Wang Chunhua Shen A. Dick Anton Van Den Hengel 309 448 0 20 Jul 2016
Revisiting Visual Question Answering Baselines Allan Jabri Armand Joulin Laurens van der Maaten OOD 183 84 0 27 Jun 2016
FVQA: Fact-based Visual Question Answering Peng Wang Qi Wu Chunhua Shen Anton van den Hengel A. Dick CoGe 393 512 0 17 Jun 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual GroundingConference on Empirical Methods in Natural Language Processing (EMNLP), 2016 Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 507 1,539 0 06 Jun 2016
Programming with a Differentiable Forth Interpreter Matko Bosnjak Tim Rocktaschel Jason Naradowsky Sebastian Riedel 257 152 0 21 May 2016
Ask Your Neurons: A Deep Learning Approach to Visual Question Answering Mateusz Malinowski Marcus Rohrbach Mario Fritz 216 104 0 09 May 2016
Learning Models for Actions and Person-Object Interactions with Transfer to Question Answering Arun Mallya Svetlana Lazebnik 257 121 0 16 Apr 2016
Attributes as Semantic Units between Natural Language and Visual Recognition Marcus Rohrbach VLM 110 4 0 12 Apr 2016
Reasoning About Pragmatics with Neural Listeners and Speakers Jacob Andreas Dan Klein ReLM LRM 171 183 0 02 Apr 2016