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Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 653 papers shown

Title
Visual Rationalizations in Deep Reinforcement Learning for Atari Games L. Weitkamp Elise van der Pol Zeynep Akata 156 29 0 01 Feb 2019
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship DetectionAAAI Conference on Artificial Intelligence (AAAI), 2019 H. Ben-younes Rémi Cadène Nicolas Thome Matthieu Cord 316 230 0 31 Jan 2019
Learning Neurosymbolic Generative Models via Program Synthesis Halley Young Osbert Bastani Mayur Naik NAI 114 32 0 24 Jan 2019
Causal Reasoning from Meta-reinforcement Learning Ishita Dasgupta Jane X. Wang Silvia Chiappa Jovana Mitrović Pedro A. Ortega David Raposo Edward Hughes Peter W. Battaglia M. Botvinick Z. Kurth-Nelson CML LRM 194 133 0 23 Jan 2019
Interpretable machine learning: definitions, methods, and applications W. James Murdoch Chandan Singh Karl Kumbier R. Abbasi-Asl Bin Yu XAI HAI 341 1,603 0 14 Jan 2019
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Runtao Liu Chenxi Liu Yutong Bai Alan Yuille NAI ObjD 317 141 0 03 Jan 2019
Generating Multiple Objects at Spatially Distinct Locations Tobias Hinz Stefan Heinrich S. Wermter 146 106 0 03 Jan 2019
Modular meta-learning in abstract graph networks for combinatorial generalization Ferran Alet Maria Bauzá Alberto Rodriguez Tomas Lozano-Perez L. Kaelbling GNN 107 3 0 19 Dec 2018
Neighbourhood Watch: Referring Expression Comprehension via Language-guided Graph Attention Networks Peng Wang Qi Wu Jiewei Cao Chunhua Shen Lianli Gao Anton Van Den Hengel ObjD 240 268 0 12 Dec 2018
Chat-crowd: A Dialog-based Platform for Visual Layout Composition Paola Cascante-Bonilla Xuwang Yin Vicente Ordonez Song Feng 197 8 0 10 Dec 2018
Learning to Assemble Neural Module Tree Networks for Visual Grounding Daqing Liu Hanwang Zhang Feng Wu Zhengjun Zha 347 304 0 08 Dec 2018
Recursive Visual Attention in Visual Dialog Yulei Niu Hanwang Zhang Manli Zhang Jianhong Zhang Zhiwu Lu Ji-Rong Wen 206 122 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 418 250 0 05 Dec 2018
A Survey on Semantic Parsing Aishwarya Kamath Rajarshi Das 236 129 0 03 Dec 2018
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts M. Farazi Salman H Khan Nick Barnes 132 13 0 30 Nov 2018
VQA with no questions-answers trainingComputer Vision and Pattern Recognition (CVPR), 2018 B. Vatashsky S. Ullman 208 13 0 20 Nov 2018
Explicit Bias Discovery in Visual Question Answering ModelsComputer Vision and Pattern Recognition (CVPR), 2018 Varun Manjunatha Nirat Saini L. Davis CML FAtt 180 96 0 19 Nov 2018
Re-Identification with Consistent Attentive Siamese NetworksComputer Vision and Pattern Recognition (CVPR), 2018 Meng Zheng Srikrishna Karanam Ziyan Wu Richard J. Radke 206 242 0 19 Nov 2018
Sequential Image-based Attention Network for Inferring Force Estimation without Haptic SensorIEEE Access (IEEE Access), 2018 Hochul Shin Hyeon Cho Dongyi Kim Dae-Kwan Ko Soo-Chul Lim Wonjun Hwang 141 18 0 17 Nov 2018
A Corpus for Reasoning About Natural Language Grounded in Photographs Alane Suhr Stephanie Zhou Ally Zhang Iris Zhang Huajun Bai Yoav Artzi LRM 417 668 0 01 Nov 2018
TarMAC: Targeted Multi-Agent Communication Abhishek Das Théophile Gervet Joshua Romoff Dhruv Batra Devi Parikh Michael G. Rabbat Joelle Pineau 361 448 0 26 Oct 2018
Neural Modular Control for Embodied Question Answering Abhishek Das Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 361 141 0 26 Oct 2018
Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures B. Vatashsky S. Ullman CoGe 126 2 0 25 Oct 2018
BabyAI: A Platform to Study the Sample Efficiency of Grounded Language Learning Maxime Chevalier-Boisvert Dzmitry Bahdanau Salem Lahlou Lucas Willems Chitwan Saharia Thien Huu Nguyen Yoshua Bengio ELM 366 283 0 18 Oct 2018
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization S. Ramakrishnan Aishwarya Agrawal Stefan Lee AAML 221 259 0 08 Oct 2018
Textually Enriched Neural Module Networks for Visual Question Answering Khyathi Chandu Mary Arpita Pyreddy Matthieu Felix N. Joshi 105 6 0 23 Sep 2018
Learning Quickly to Plan Quickly Using Modular Meta-Learning Rohan Chitnis L. Kaelbling Tomás Lozano-Pérez 172 31 0 20 Sep 2018
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA Shailza Jolly Sandro Pezzelle T. Klein Andreas Dengel Moin Nabi 88 2 0 12 Sep 2018
How clever is the FiLM model, and how clever can it be? A. Kuhnle Huiyuan Xie Ann A. Copestake 151 7 0 09 Sep 2018
Cascaded Mutual Modulation for Visual Reasoning Yiqun Yao Jiaming Xu Feng Wang Bo Xu LRM 156 15 0 06 Sep 2018
Visual Coreference Resolution in Visual Dialog using Neural Module Networks Satwik Kottur José M. F. Moura Devi Parikh Dhruv Batra Marcus Rohrbach 186 168 0 06 Sep 2018
Interpretable Visual Question Answering by Reasoning on Dependency Trees Qingxing Cao Bailin Li Xiaodan Liang Liang Lin 176 56 0 06 Sep 2018
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering Medhini Narasimhan Alex Schwing 175 111 0 04 Sep 2018
Improving Visual Relationship Detection using Semantic Modeling of Scene Descriptions S. Baier Yunpu Ma Volker Tresp 183 60 0 01 Sep 2018
Generalize Symbolic Knowledge With Neural Rule Engine Shen Li Hengru Xu Zhengdong Lu NAI 152 20 0 30 Aug 2018
Neural Compositional Denotational Semantics for Question Answering Nitish Gupta M. Lewis BDL KELM CoGe 150 23 0 29 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 297 77 0 14 Aug 2018
Question-Guided Hybrid Convolution for Visual Question Answering Shiyang Feng Pan Lu Jiaming Song Shuang Li Yikang Li Guosheng Lin Xiaogang Wang 248 71 0 08 Aug 2018
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining Yundong Zhang Juan Carlos Niebles Á. Soto 181 70 0 01 Aug 2018
Explainable Neural Computation via Stack Neural Module Networks Ronghang Hu Jacob Andreas Trevor Darrell Kate Saenko LRM OCL 315 204 0 23 Jul 2018
Automatically Composing Representation Transformations as a Means for Generalization Michael Chang Abhishek Gupta Sergey Levine Thomas Griffiths 188 75 0 12 Jul 2018
Modular meta-learningConference on Robot Learning (CoRL), 2018 Ferran Alet Tomás Lozano-Pérez L. Kaelbling OffRL 175 128 0 26 Jun 2018
Hierarchical interpretations for neural network predictions Chandan Singh W. James Murdoch Bin Yu 174 153 0 14 Jun 2018
Learning Visual Knowledge Memory Networks for Visual Question Answering Zhou Su Chen Zhu Yinpeng Dong Dongqi Cai Yurong Chen Jianguo Li 172 66 0 13 Jun 2018
FigureNet: A Deep Learning model for Question-Answering on Scientific Plots Revanth Reddy Gangi Reddy Rahul Ramesh Ameet Deshpande Mitesh M. Khapra AIMat OOD GNN 138 24 0 12 Jun 2018
Visual Reasoning by Progressive Module Networks Seung Wook Kim Makarand Tapaswi Sanja Fidler ReLM LRM 165 14 0 06 Jun 2018
Learning to Understand Goal Specifications by Modelling Reward Dzmitry Bahdanau Felix Hill Jan Leike Edward Hughes Seyedarian Hosseini Pushmeet Kohli Edward Grefenstette 460 165 0 05 Jun 2018
Focal Visual-Text Attention for Visual Question Answering Junwei Liang Lu Jiang Liangliang Cao Li Li Alexander G. Hauptmann 144 114 0 05 Jun 2018
Relational inductive biases, deep learning, and graph networks Peter W. Battaglia Jessica B. Hamrick V. Bapst Alvaro Sanchez-Gonzalez V. Zambaldi ... Pushmeet Kohli M. Botvinick Oriol Vinyals Yujia Li Razvan Pascanu AI4CE NAI 1.2K 3,370 0 04 Jun 2018
Visual Referring Expression Recognition: What Do Systems Actually Learn? Volkan Cirik Louis-Philippe Morency Taylor Berg-Kirkpatrick 122 65 0 30 May 2018