Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 624 papers shown

Title
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 28 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 25 387 0 09 Dec 2017
Convolutional Networks with Adaptive Inference Graphs Andreas Veit Serge J. Belongie OOD GNN 44 382 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 41 145 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 30 34 0 16 Nov 2017
Semantic Code Repair using Neuro-Symbolic Transformation Networks Jacob Devlin J. Uesato Rishabh Singh Pushmeet Kohli NAI KELM 21 52 0 30 Oct 2017
Regularizing Deep Neural Networks by Noise: Its Interpretation and Optimization Hyeonwoo Noh Tackgeun You Jonghwan Mun Bohyung Han NoLa 29 197 0 14 Oct 2017
Neural Program Meta-Induction Jacob Devlin Rudy Bunel Rishabh Singh Matthew J. Hausknecht Pushmeet Kohli 43 72 0 11 Oct 2017
iVQA: Inverse Visual Question Answering Feng Liu Tao Xiang Timothy M. Hospedales Wankou Yang Changyin Sun 39 48 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 25 193 0 04 Oct 2017
Visual Reasoning with Natural Language Stephanie Zhou Alane Suhr Yoav Artzi 32 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 D. Song AAML 10 41 0 25 Sep 2017
Survey of Recent Advances in Visual Question Answering Supriya Pandhre Shagun Sodhani 10 14 0 24 Sep 2017
Visual Reference Resolution using Attention Memory for Visual Dialog Paul Hongsuck Seo Andreas M. Lehrmann Bohyung Han Leonid Sigal 39 122 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 128 2,158 0 22 Sep 2017
Exploring Human-like Attention Supervision in Visual Question Answering Tingting Qiao Jianfeng Dong Duanqing Xu 19 104 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 22 107 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 33 23 0 14 Sep 2017
General AI Challenge - Round One: Gradual Learning Jan Feyereisl Matej Nikl Martin Poliak Martin Stránský M. Vlasak CLL AI4CE 16 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 27 126 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 31 459 0 10 Aug 2017
Learning to Disambiguate by Asking Discriminative Questions Yining Li Chen Huang Xiaoou Tang Chen Change Loy 18 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 50 381 0 09 Aug 2017
Structured Attentions for Visual Question Answering Chen Zhu Yanpeng Zhao Shuaiyi Huang Kewei Tu Yi Ma FAtt 32 106 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 41 663 0 04 Aug 2017
MemexQA: Visual Memex Question Answering Lu Jiang Junwei Liang Liangliang Cao Yannis Kalantidis S. Farfade Alexander G. Hauptmann 14 27 0 04 Aug 2017
Weakly-supervised learning of visual relations Julia Peyre Ivan Laptev Cordelia Schmid Josef Sivic 19 193 0 29 Jul 2017
TensorLayer: A Versatile Library for Efficient Deep Learning Development Hao Dong A. Supratak Luo Mai Fangde Liu A. Oehmichen Simiao Yu Yike Guo 59 114 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 23 98 0 17 Jul 2017
Learning Visual Reasoning Without Strong Priors Ethan Perez H. D. Vries Florian Strub Vincent Dumoulin Aaron Courville OOD NAI 34 62 0 10 Jul 2017
Effective Approaches to Batch Parallelization for Dynamic Neural Network Architectures Joseph Suárez Clare Zhu 35 0 0 08 Jul 2017
Programmable Agents Misha Denil Sergio Gomez Colmenarejo Serkan Cabi D. Saxton Nando de Freitas AI4CE 30 42 0 20 Jun 2017
Learning Hierarchical Information Flow with Recurrent Neural Modules Danijar Hafner A. Irpan James Davidson N. Heess 19 9 0 18 Jun 2017
Deep learning evaluation using deep linguistic processing A. Kuhnle Ann A. Copestake ELM 33 11 0 05 Jun 2017
Multimodal Machine Learning: A Survey and Taxonomy T. Baltrušaitis Chaitanya Ahuja Louis-Philippe Morency 15 2,868 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 35 541 0 10 May 2017
Weakly-supervised Visual Grounding of Phrases with Linguistic Structures Fanyi Xiao Leonid Sigal Yong Jae Lee 35 139 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 37 38 0 01 May 2017
Mapping Instructions and Visual Observations to Actions with Reinforcement Learning Dipendra Kumar Misra John Langford Yoav Artzi 23 247 0 28 Apr 2017
Abstract Syntax Networks for Code Generation and Semantic Parsing Maxim Rabinovich Mitchell Stern Dan Klein 47 360 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 44 574 0 18 Apr 2017
ShapeWorld - A new test methodology for multimodal language understanding A. Kuhnle Ann A. Copestake 36 66 0 14 Apr 2017
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question Answering Y. Jang Yale Song Youngjae Yu Youngjin Kim Gunhee Kim 34 547 0 14 Apr 2017
Discriminative Bimodal Networks for Visual Localization and Detection with Natural Language Queries Y. Zhang Luyao Yuan Yijie Guo Zhiyuan He I-An Huang Honglak Lee ObjD 28 57 0 12 Apr 2017
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question Answering V. Kazemi Ali Elqursh OOD 28 184 0 11 Apr 2017
Pay Attention to Those Sets! Learning Quantification from Images Ionut-Teodor Sorodoc Sandro Pezzelle Aurélie Herbelot Mariella Dimiccoli Raffaella Bernardi 6 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 37 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 11 25 0 28 Mar 2017
Task-driven Visual Saliency and Attention-based Visual Question Answering Yuetan Lin Zhangyang Pang Donghui Wang Yueting Zhuang 35 26 0 22 Feb 2017
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning Justin Johnson B. Hariharan Laurens van der Maaten Li Fei-Fei C. L. Zitnick Ross B. Girshick CoGe 107 2,324 0 20 Dec 2016