Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 624 papers shown

Title
Quantifying and Alleviating the Language Prior Problem in Visual Question Answering Yangyang Guo Zhiyong Cheng Liqiang Nie Yebin Liu Yinglong Wang Mohan Kankanhalli 22 36 0 13 May 2019
Language-Conditioned Graph Networks for Relational Reasoning Ronghang Hu Anna Rohrbach Trevor Darrell Kate Saenko 31 171 0 10 May 2019
Learning from Implicit Information in Natural Language Instructions for Robotic Manipulations Ozan Arkan Can Pedro Zuidberg Dos Martires A. Persson Julian Gaal Amy Loutfi Luc de Raedt Deniz Yuret A. Saffiotti LM&Ro 29 4 0 30 Apr 2019
A Review of Modularization Techniques in Artificial Neural Networks Mohammed Amer Tomás Maul 26 80 0 29 Apr 2019
Neural Logic Machines Honghua Dong Jiayuan Mao Tian Lin Chong-Jun Wang Lihong Li Denny Zhou NAI LRM AI4CE 30 248 0 26 Apr 2019
Compositional generalization in a deep seq2seq model by separating syntax and semantics Jacob Russin Jason Jo R. C. O'Reilly Yoshua Bengio 30 102 0 22 Apr 2019
Towards VQA Models That Can Read Amanpreet Singh Vivek Natarajan Meet Shah Yu Jiang Xinlei Chen Dhruv Batra Devi Parikh Marcus Rohrbach EgoV 15 1,136 0 18 Apr 2019
Learning to Collocate Neural Modules for Image Captioning Xu Yang Hanwang Zhang Jianfei Cai 27 77 0 18 Apr 2019
Question Guided Modular Routing Networks for Visual Question Answering Yanze Wu Qiang Sun Jianqi Ma Bin Li Yanwei Fu Yao Peng Xiangyang Xue 23 1 0 17 Apr 2019
Counterfactual Visual Explanations Yash Goyal Ziyan Wu Jan Ernst Dhruv Batra Devi Parikh Stefan Lee CML 14 510 0 16 Apr 2019
Multi-Target Embodied Question Answering Licheng Yu Xinlei Chen Georgia Gkioxari Joey Tianyi Zhou Tamara L. Berg Dhruv Batra 29 103 0 09 Apr 2019
Heterogeneous Memory Enhanced Multimodal Attention Model for Video Question Answering Chenyou Fan Xiaofan Zhang Shu Zhang Wensheng Wang Chi Zhang Heng-Chiao Huang 21 276 0 08 Apr 2019
Referring to Objects in Videos using Spatio-Temporal Identifying Descriptions Peratham Wiriyathammabhum Abhinav Shrivastava Vlad I. Morariu L. Davis 27 4 0 08 Apr 2019
Synthesized Policies for Transfer and Adaptation across Tasks and Environments Hexiang Hu Liyu Chen Boqing Gong Fei Sha 27 9 0 05 Apr 2019
Visual Query Answering by Entity-Attribute Graph Matching and Reasoning Peixi Xiong Huayi Zhan Xin Eric Wang Baivab Sinha Ying Nian Wu 18 16 0 16 Mar 2019
Learning Regularity in Skeleton Trajectories for Anomaly Detection in Videos Romero Morais Vuong Le T. Tran Budhaditya Saha M. Mansour Svetha Venkatesh 27 261 0 08 Mar 2019
A Behavioral Approach to Visual Navigation with Graph Localization Networks Kevin Chen Juan Pablo de Vicente G. Sepulveda Fei Xia Á. Soto Marynel Vázquez Silvio Savarese GNN 20 100 0 01 Mar 2019
GQA: A New Dataset for Real-World Visual Reasoning and Compositional Question Answering Drew A. Hudson Christopher D. Manning CoGe NAI 27 137 0 25 Feb 2019
Probabilistic Neural-symbolic Models for Interpretable Visual Question Answering Ramakrishna Vedantam Karan Desai Stefan Lee Marcus Rohrbach Dhruv Batra Devi Parikh NAI BDL 23 86 0 21 Feb 2019
Learning to Control Self-Assembling Morphologies: A Study of Generalization via Modularity Deepak Pathak Chris Xiaoxuan Lu Trevor Darrell Phillip Isola Alexei A. Efros 17 130 0 14 Feb 2019
Learning Decision Trees Recurrently Through Communication Stephan Alaniz Diego Marcos Bernt Schiele Zeynep Akata 30 16 0 05 Feb 2019
Multi-step Reasoning via Recurrent Dual Attention for Visual Dialog Zhe Gan Yu Cheng Ahmed El Kholy Linjie Li Jingjing Liu Jianfeng Gao 13 104 0 01 Feb 2019
Visual Rationalizations in Deep Reinforcement Learning for Atari Games L. Weitkamp Elise van der Pol Zeynep Akata 14 27 0 01 Feb 2019
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship Detection H. Ben-younes Rémi Cadène Nicolas Thome Matthieu Cord 16 218 0 31 Jan 2019
Learning Neurosymbolic Generative Models via Program Synthesis Halley Young Osbert Bastani Mayur Naik NAI 22 31 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 20 120 0 23 Jan 2019
Interpretable machine learning: definitions, methods, and applications W. James Murdoch Chandan Singh Karl Kumbier R. Abbasi-Asl Bin-Xia Yu XAI HAI 52 1,423 0 14 Jan 2019
CLEVR-Ref+: Diagnosing Visual Reasoning with Referring Expressions Runtao Liu Chenxi Liu Yutong Bai Alan Yuille NAI ObjD 24 123 0 03 Jan 2019
Generating Multiple Objects at Spatially Distinct Locations Tobias Hinz Stefan Heinrich S. Wermter 21 103 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 19 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 22 252 0 12 Dec 2018
Chat-crowd: A Dialog-based Platform for Visual Layout Composition Paola Cascante-Bonilla Xuwang Yin Vicente Ordonez Song Feng 20 8 0 10 Dec 2018
Learning to Assemble Neural Module Tree Networks for Visual Grounding Daqing Liu Hanwang Zhang Feng Wu Zhengjun Zha 22 267 0 08 Dec 2018
Recursive Visual Attention in Visual Dialog Yulei Niu Hanwang Zhang Manli Zhang Jianhong Zhang Zhiwu Lu Ji-Rong Wen 28 118 0 06 Dec 2018
Explainable and Explicit Visual Reasoning over Scene Graphs Jiaxin Shi Hanwang Zhang Juan-Zi Li OCL 169 230 0 05 Dec 2018
A Survey on Semantic Parsing Aishwarya Kamath Rajarshi Das 22 117 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 23 13 0 30 Nov 2018
VQA with no questions-answers training B. Vatashsky S. Ullman 41 12 0 20 Nov 2018
Explicit Bias Discovery in Visual Question Answering Models Varun Manjunatha Nirat Saini L. Davis CML FAtt 19 92 0 19 Nov 2018
Re-Identification with Consistent Attentive Siamese Networks Meng Zheng Srikrishna Karanam Ziyan Wu Richard J. Radke 34 227 0 19 Nov 2018
Sequential Image-based Attention Network for Inferring Force Estimation without Haptic Sensor Hochul Shin Hyeon Cho Dongyi Kim Dae-Kwan Ko Soo-Chul Lim Wonjun Hwang 23 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 42 589 0 01 Nov 2018
TarMAC: Targeted Multi-Agent Communication Abhishek Das Théophile Gervet Joshua Romoff Dhruv Batra Devi Parikh Michael G. Rabbat Joelle Pineau 22 378 0 26 Oct 2018
Neural Modular Control for Embodied Question Answering Abhishek Das Georgia Gkioxari Stefan Lee Devi Parikh Dhruv Batra LM&Ro 135 128 0 26 Oct 2018
Understand, Compose and Respond - Answering Visual Questions by a Composition of Abstract Procedures B. Vatashsky S. Ullman CoGe 26 1 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 33 232 0 18 Oct 2018
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization S. Ramakrishnan Aishwarya Agrawal Stefan Lee AAML 20 235 0 08 Oct 2018
Textually Enriched Neural Module Networks for Visual Question Answering Khyathi Raghavi Chandu Mary Arpita Pyreddy Matthieu Felix N. Joshi 24 6 0 23 Sep 2018
Learning Quickly to Plan Quickly Using Modular Meta-Learning Rohan Chitnis L. Kaelbling Tomás Lozano-Pérez 22 26 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 27 2 0 12 Sep 2018