Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 624 papers shown

Title
Concepts, Properties and an Approach for Compositional Generalization Yuanpeng Li OCL CoGe 19 0 0 08 Feb 2021
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games Alessandro Suglia Yonatan Bisk Ioannis Konstas Antonio Vergari E. Bastianelli Andrea Vanzo Oliver Lemon 26 8 0 31 Jan 2021
droidlet: modular, heterogenous, multi-modal agents Anurag Pratik Soumith Chintala Kavya Srinet Dhiraj Gandhi Rebecca Qian ... Anoushka Tiwari Tucker Hart Mary Williamson Abhinav Gupta Arthur Szlam VLM LM&Ro 17 2 0 25 Jan 2021
Understanding in Artificial Intelligence S. Maetschke D. M. Iraola Pieter Barnard Elaheh Shafieibavani Peter Zhong Ying Xu Antonio Jimeno Yepes ELM VLM 24 0 0 17 Jan 2021
Understanding the Role of Scene Graphs in Visual Question Answering Vinay Damodaran Sharanya Chakravarthy Akshay Kumar Anjana Umapathy Teruko Mitamura Yuta Nakashima Noa Garcia Chenhui Chu GNN 45 32 0 14 Jan 2021
Progressive Interpretation Synthesis: Interpreting Task Solving by Quantifying Previously Used and Unused Information Zhengqi He Taro Toyoizumi 19 1 0 08 Jan 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue Hung Le Chinnadhurai Sankar Seungwhan Moon Ahmad Beirami A. Geramifard Satwik Kottur VGen 41 18 0 01 Jan 2021
Representing Partial Programs with Blended Abstract Semantics Maxwell Nye Yewen Pu Matthew Bowers Jacob Andreas J. Tenenbaum Armando Solar-Lezama NAI 17 23 0 23 Dec 2020
Object-Centric Diagnosis of Visual Reasoning Jianwei Yang Jiayuan Mao Jiajun Wu Devi Parikh David D. Cox J. Tenenbaum Chuang Gan OCL 27 16 0 21 Dec 2020
KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA Kenneth Marino Xinlei Chen Devi Parikh Abhinav Gupta Marcus Rohrbach 31 179 0 20 Dec 2020
Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey Cédric Colas Tristan Karch Olivier Sigaud Pierre-Yves Oudeyer 31 86 0 17 Dec 2020
Overcoming Language Priors with Self-supervised Learning for Visual Question Answering Xi Zhu Zhendong Mao Chunxiao Liu Peng Zhang Bin Wang Yongdong Zhang SSL 30 115 0 17 Dec 2020
Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding Qingxing Cao Bailin Li Xiaodan Liang Keze Wang Liang Lin 44 36 0 14 Dec 2020
Adaptable Automation with Modular Deep Reinforcement Learning and Policy Transfer Zohreh Raziei Mohsen Moghaddam 26 25 0 27 Nov 2020
Learning from Lexical Perturbations for Consistent Visual Question Answering Spencer Whitehead Hui Wu Yi R. Fung Heng Ji Rogerio Feris Kate Saenko 37 11 0 26 Nov 2020
Interpretable Visual Reasoning via Induced Symbolic Space Zhonghao Wang Kai Wang Mo Yu Jinjun Xiong Wen-mei W. Hwu M. Hasegawa-Johnson Humphrey Shi LRM OCL 16 19 0 23 Nov 2020
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering Weixin Liang Fei Niu Aishwarya N. Reganti Govind Thattai Gokhan Tur 34 17 0 21 Nov 2020
Sequence-Level Mixed Sample Data Augmentation Demi Guo Yoon Kim Alexander M. Rush 25 98 0 18 Nov 2020
Exploring End-to-End Differentiable Natural Logic Modeling Yufei Feng Zióu Zheng Quan Liu Michael A. Greenspan Xiao-Dan Zhu 33 13 0 08 Nov 2020
Reasoning Over History: Context Aware Visual Dialog Muhammad A. Shah Shikib Mehri Tejas Srinivasan 11 3 0 02 Nov 2020
Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View Yangyang Guo Liqiang Nie Zhiyong Cheng Q. Tian Min Zhang 19 69 0 30 Oct 2020
Modular Networks for Compositional Instruction Following Rodolfo Corona Daniel Fried Coline Devin Dan Klein Trevor Darrell 33 5 0 24 Oct 2020
Measuring Association Between Labels and Free-Text Rationales Sarah Wiegreffe Ana Marasović Noah A. Smith 282 172 0 24 Oct 2020
Temporal Reasoning on Implicit Events from Distant Supervision Ben Zhou Kyle Richardson Qiang Ning Tushar Khot Ashish Sabharwal Dan Roth 170 74 0 24 Oct 2020
Understanding Unnatural Questions Improves Reasoning over Text Xiao-Yu Guo Yuan-Fang Li Gholamreza Haffari LRM 20 2 0 19 Oct 2020
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers Alex Lamb Anirudh Goyal A. Slowik Michael C. Mozer Philippe Beaudoin Yoshua Bengio 19 3 0 15 Oct 2020
Neural Databases James Thorne Majid Yazdani Marzieh Saeidi Fabrizio Silvestri Sebastian Riedel A. Halevy NAI 34 9 0 14 Oct 2020
Interpretable Neural Computation for Real-World Compositional Visual Question Answering Ruixue Tang Chao Ma CoGe 19 2 0 10 Oct 2020
Dense Relational Image Captioning via Multi-task Triple-Stream Networks Dong-Jin Kim Tae-Hyun Oh Jinsoo Choi In So Kweon 31 27 0 08 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization Ekin Akyürek Afra Feyza Akyürek Jacob Andreas 29 79 0 08 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision Max Glockner Ivan Habernal Iryna Gurevych LRM 29 25 0 07 Oct 2020
A Benchmark and Baseline for Language-Driven Image Editing Jing Shi Ning Xu Trung Bui Franck Dernoncourt Zheng Wen Chenliang Xu DiffM 134 30 0 05 Oct 2020
Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks Róbert Csordás Sjoerd van Steenkiste Jürgen Schmidhuber 53 88 0 05 Oct 2020
Beyond Tabula-Rasa: a Modular Reinforcement Learning Approach for Physically Embedded 3D Sokoban Peter Karkus M. Berk Mirza A. Guez Andrew Jaegle Timothy Lillicrap Lars Buesing N. Heess T. Weber OffRL 22 8 0 03 Oct 2020
Towards Interpretable Reasoning over Paragraph Effects in Situation Mucheng Ren Xiubo Geng Tao Qin Heyan Huang Daxin Jiang LRM 14 3 0 03 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 25 50 0 01 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network Yuxuan Wu Hideki Nakayama GNN 25 3 0 30 Sep 2020
Case-Based Abductive Natural Language Inference Marco Valentino Mokanarangan Thayaparan André Freitas 23 5 0 30 Sep 2020
Neurocoder: Learning General-Purpose Computation Using Stored Neural Programs Hung Le Svetha Venkatesh NAI 17 5 0 24 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey M. Crawshaw CVBM 55 610 0 10 Sep 2020
A Composable Specification Language for Reinforcement Learning Tasks Kishor Jothimurugan Rajeev Alur Osbert Bastani 25 86 0 21 Aug 2020
Graph Edit Distance Reward: Learning to Edit Scene Graph Lichang Chen Guosheng Lin Shijie Wang Qingyao Wu 11 18 0 15 Aug 2020
PhraseCut: Language-based Image Segmentation in the Wild Chenyun Wu Zhe Lin Scott D. Cohen Trung Bui Subhransu Maji VLM 13 111 0 03 Aug 2020
Decomposing Generation Networks with Structure Prediction for Recipe Generation Hao Wang Guosheng Lin Guosheng Lin Chunyan Miao 15 1 0 27 Jul 2020
Analogical Reasoning for Visually Grounded Language Acquisition Bo Wu Haoyu Qin Alireza Zareian Carl Vondrick Shih-Fu Chang 22 9 0 22 Jul 2020
Learning to Compose Hypercolumns for Visual Correspondence Juhong Min Jongmin Lee Jean Ponce Minsu Cho OCL 16 76 0 21 Jul 2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering Ruixue Tang Chao Ma W. Zhang Qi Wu Xiaokang Yang OOD 31 48 0 19 Jul 2020
Learning to Discretely Compose Reasoning Module Networks for Video Captioning Ganchao Tan Daqing Liu Meng Wang Zhengjun Zha LRM 27 73 0 17 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Daniel Furrer Marc van Zee Nathan Scales Nathanael Scharli CoGe 26 113 0 17 Jul 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving Pasquale Minervini Sebastian Riedel Pontus Stenetorp Edward Grefenstette Tim Rocktaschel LRM 45 96 0 13 Jul 2020