Neural Module Networks

9 November 2015

Papers citing "Neural Module Networks"

50 / 624 papers shown

Title
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control Wenlong Huang Igor Mordatch Deepak Pathak 51 167 0 09 Jul 2020
Multi-Granularity Modularized Network for Abstract Visual Reasoning Xiangru Tang Haoyuan Wang Xiang Pan Jiyang Qi 13 1 0 09 Jul 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning Yuhuai Wu Honghua Dong Roger C. Grosse Jimmy Ba CoGe 24 67 0 08 Jul 2020
A Competence-aware Curriculum for Visual Concepts Learning via Question Answering Qing Li Siyuan Huang Yining Hong Song-Chun Zhu 28 29 0 03 Jul 2020
Handling Variable-Dimensional Time Series with Graph Neural Networks Vibhor Gupta Jyoti Narwariya Pankaj Malhotra L. Vig Gautam M. Shroff AI4TS 8 6 0 01 Jul 2020
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering Ben Bogin Sanjay Subramanian Matt Gardner Jonathan Berant ReLM OOD BDL LRM 22 28 0 01 Jul 2020
Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems Anirudh Goyal Alex Lamb Phanideep Gampa Philippe Beaudoin Sergey Levine Charles Blundell Yoshua Bengio Michael C. Mozer OCL 30 70 0 29 Jun 2020
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning" Saeed Amizadeh Hamid Palangi Oleksandr Polozov Yichen Huang K. Koishida NAI LRM 39 58 0 20 Jun 2020
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning Sungyong Seo Chuizheng Meng Sirisha Rambhatla Yan Liu AI4CE 23 11 0 15 Jun 2020
DreamCoder: Growing generalizable, interpretable knowledge with wake-sleep Bayesian program learning Kevin Ellis Catherine Wong Maxwell Nye Mathias Sablé-Meyer Luc Cary Lucas Morales Luke B. Hewitt Armando Solar-Lezama J. Tenenbaum NAI CLL 33 190 0 15 Jun 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning Zhe Gan Yen-Chun Chen Linjie Li Chen Zhu Yu Cheng Jingjing Liu ObjD VLM 35 489 0 11 Jun 2020
Structured Multimodal Attentions for TextVQA Chenyu Gao Qi Zhu Peng Wang Hui Li Yuliang Liu Anton Van Den Hengel Qi Wu 23 59 0 01 Jun 2020
Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions Arjun Reddy Akula Spandana Gella Yaser Al-Onaizan Song-Chun Zhu Siva Reddy ObjD 26 52 0 04 May 2020
Teaching Machine Comprehension with Compositional Explanations Qinyuan Ye Xiao Huang Elizabeth Boschee Xiang Ren LRM ReLM 29 34 0 02 May 2020
Does Data Augmentation Improve Generalization in NLP? Rohan Jha Charles Lovering Ellie Pavlick 25 10 0 30 Apr 2020
Robust Question Answering Through Sub-part Alignment Jifan Chen Greg Durrett OOD 27 13 0 30 Apr 2020
A Novel Attention-based Aggregation Function to Combine Vision and Language Matteo Stefanini Marcella Cornia Lorenzo Baraldi Rita Cucchiara VLM 24 9 0 27 Apr 2020
Differentiable Adaptive Computation Time for Visual Reasoning Cristobal Eyzaguirre Á. Soto 9 18 0 27 Apr 2020
Interpretation of Deep Temporal Representations by Selective Visualization of Internally Activated Nodes Sohee Cho Ginkyeng Lee Wonjoon Chang Jaesik Choi 46 16 0 27 Apr 2020
MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond Duy-Kien Nguyen Vedanuj Goswami Xinlei Chen 39 23 0 24 Apr 2020
Graph-Structured Referring Expression Reasoning in The Wild Sibei Yang Guanbin Li Yizhou Yu NAI 22 91 0 19 Apr 2020
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation Dong-Ho Lee Rahul Khanna Bill Yuchen Lin Jamin Chen Seyeon Lee Qinyuan Ye Elizabeth Boschee Leonardo Neves Xiang Ren 43 22 0 16 Apr 2020
Internal and external pressures on language emergence: least effort, object constancy and frequency Diana Rodríguez Luna Edoardo Ponti Dieuwke Hupkes Elia Bruni 14 21 0 08 Apr 2020
Multi-Step Inference for Reasoning Over Paragraphs Jiangming Liu Matt Gardner Shay B. Cohen Mirella Lapata ReLM LRM 20 17 0 06 Apr 2020
Iterative Context-Aware Graph Inference for Visual Dialog Dan Guo Haibo Wang Hanwang Zhang Zhengjun Zha Meng Wang 27 49 0 05 Apr 2020
Generating Rationales in Visual Question Answering Hammad A. Ayyubi Md. Mehrab Tanjim Julian McAuley G. Cottrell LRM 22 5 0 04 Apr 2020
Multi-Modal Graph Neural Network for Joint Reasoning on Vision and Scene Text Difei Gao Ke Li Ruiping Wang Shiguang Shan Xilin Chen 16 111 0 31 Mar 2020
Modulating Bottom-Up and Top-Down Visual Processing via Language-Conditional Filters .Ilker Kesen Ozan Arkan Can Erkut Erdem Aykut Erdem Deniz Yuret VLM 16 1 0 28 Mar 2020
$P $\approx$ NP, at least in Visual Question Answering$ P $\approx$ NP, at least in Visual Question Answering Shailza Jolly Sebastián M. Palacio Joachim Folz Federico Raue Jörn Hees Andreas Dengel 24 0 0 26 Mar 2020
VIOLIN: A Large-Scale Dataset for Video-and-Language Inference J. Liu Wenhu Chen Yu Cheng Zhe Gan Licheng Yu Yiming Yang Jingjing Liu MLLM VGen 43 68 0 25 Mar 2020
Linguistically Driven Graph Capsule Network for Visual Question Reasoning Qingxing Cao Xiaodan Liang Keze Wang Liang Lin GNN 18 3 0 23 Mar 2020
Invariant Rationalization Shiyu Chang Yang Zhang Mo Yu Tommi Jaakkola 205 202 0 22 Mar 2020
Deep Adaptive Semantic Logic (DASL): Compiling Declarative Knowledge into Deep Neural Networks Karan Sikka Andrew Silberfarb John Byrnes Indranil Sur Edmond Chow Ajay Divakaran R. Rohwer NAI 19 11 0 16 Mar 2020
Counterfactual Samples Synthesizing for Robust Visual Question Answering Long Chen Xin Yan Jun Xiao Hanwang Zhang Shiliang Pu Yueting Zhuang OOD AAML 154 290 0 14 Mar 2020
Towards Modular Algorithm Induction Daniel A. Abolafia Rishabh Singh Manzil Zaheer Charles Sutton 14 2 0 27 Feb 2020
Domain Decluttering: Simplifying Images to Mitigate Synthetic-Real Domain Shift and Improve Depth Estimation Yunhan Zhao Shu Kong Daeyun Shin Charless C. Fowlkes MDE 20 44 0 27 Feb 2020
Scalable Neural Methods for Reasoning With a Symbolic Knowledge Base William W. Cohen Haitian Sun R. A. Hofer M. Siegler 30 61 0 14 Feb 2020
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models M. Farazi Salman H. Khan Nick Barnes 23 17 0 20 Jan 2020
Co-evolution of language and agents in referential games Gautier Dagan Dieuwke Hupkes Elia Bruni 29 35 0 10 Jan 2020
Neural Shape Parsers for Constructive Solid Geometry Gopal Sharma Rishabh Goyal Difan Liu E. Kalogerakis Subhransu Maji 3DPC 3DV 30 28 0 22 Dec 2019
Something-Else: Compositional Action Recognition with Spatial-Temporal Interaction Networks Joanna Materzynska Tete Xiao Roei Herzig Huijuan Xu Xiaolong Wang Trevor Darrell CoGe 24 173 0 20 Dec 2019
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing Vedika Agarwal Rakshith Shetty Mario Fritz CML AAML 32 155 0 16 Dec 2019
CLOSURE: Assessing Systematic Generalization of CLEVR Models Dzmitry Bahdanau H. D. Vries Timothy J. O'Donnell Shikhar Murty Philippe Beaudoin Yoshua Bengio Aaron Courville NAI 15 90 0 12 Dec 2019
Neural Module Networks for Reasoning over Text Nitish Gupta Kevin Lin Dan Roth Sameer Singh Matt Gardner NAI ReLM LRM 13 130 0 10 Dec 2019
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks Mohit Shridhar Jesse Thomason Daniel Gordon Yonatan Bisk Winson Han Roozbeh Mottaghi Luke Zettlemoyer Dieter Fox LM&Ro 51 749 0 03 Dec 2019
Assessing the Robustness of Visual Question Answering Models Jia-Hong Huang Modar Alfadly Guohao Li M. Worring AAML OOD 28 23 0 30 Nov 2019
Biology and Compositionality: Empirical Considerations for Emergent-Communication Protocols Travis LaCroix 22 3 0 26 Nov 2019
Enforcing Encoder-Decoder Modularity in Sequence-to-Sequence Models Siddharth Dalmia Abdel-rahman Mohamed M. Lewis Florian Metze Luke Zettlemoyer 19 10 0 09 Nov 2019
Learning from Explanations with Neural Execution Tree Ziqi Wang Yujia Qin Wenxuan Zhou Jun Yan Qinyuan Ye Leonardo Neves Zhiyuan Liu Xiang Ren LRM 20 41 0 04 Nov 2019
TAB-VCR: Tags and Attributes based Visual Commonsense Reasoning Baselines Jingxiang Lin Unnat Jain Alex Schwing LRM ReLM 37 9 0 31 Oct 2019