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1511.02799
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Neural Module Networks
9 November 2015
Jacob Andreas
Marcus Rohrbach
Trevor Darrell
Dan Klein
CoGe
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Papers citing
"Neural Module Networks"
50 / 653 papers shown
Measuring Association Between Labels and Free-Text Rationales
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Temporal Reasoning on Implicit Events from Distant Supervision
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
Ben Zhou
Kyle Richardson
Qiang Ning
Tushar Khot
Ashish Sabharwal
Dan Roth
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24 Oct 2020
Understanding Unnatural Questions Improves Reasoning over Text
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Xiao-Yu Guo
Yuan-Fang Li
Gholamreza Haffari
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128
2
0
19 Oct 2020
Neural Function Modules with Sparse Arguments: A Dynamic Approach to Integrating Information across Layers
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Anirudh Goyal
A. Slowik
Michael C. Mozer
Philippe Beaudoin
Yoshua Bengio
215
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0
15 Oct 2020
Neural Databases
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Majid Yazdani
Marzieh Saeidi
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Sebastian Riedel
A. Halevy
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216
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0
14 Oct 2020
Interpretable Neural Computation for Real-World Compositional Visual Question Answering
Chinese Conference on Pattern Recognition and Computer Vision (CPRCV), 2020
Ruixue Tang
Chao Ma
CoGe
78
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
359
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0
08 Oct 2020
Learning to Recombine and Resample Data for Compositional Generalization
Ekin Akyürek
Afra Feyza Akyürek
Jacob Andreas
375
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0
08 Oct 2020
Why do you think that? Exploring Faithful Sentence-Level Rationales Without Supervision
Max Glockner
Ivan Habernal
Iryna Gurevych
LRM
274
28
0
07 Oct 2020
A Benchmark and Baseline for Language-Driven Image Editing
Asian Conference on Computer Vision (ACCV), 2020
Jing Shi
Ning Xu
Trung Bui
Franck Dernoncourt
Zheng Wen
Chenliang Xu
DiffM
307
34
0
05 Oct 2020
Are Neural Nets Modular? Inspecting Functional Modularity Through Differentiable Weight Masks
International Conference on Learning Representations (ICLR), 2020
Róbert Csordás
Sjoerd van Steenkiste
Jürgen Schmidhuber
342
109
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
196
8
0
03 Oct 2020
Towards Interpretable Reasoning over Paragraph Effects in Situation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Mucheng Ren
Xiubo Geng
Tao Qin
Heyan Huang
Daxin Jiang
LRM
130
3
0
03 Oct 2020
A Survey on Explainability in Machine Reading Comprehension
Mokanarangan Thayaparan
Marco Valentino
André Freitas
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347
52
0
01 Oct 2020
Graph-based Heuristic Search for Module Selection Procedure in Neural Module Network
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Hideki Nakayama
GNN
133
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0
30 Sep 2020
Case-Based Abductive Natural Language Inference
Marco Valentino
Mokanarangan Thayaparan
André Freitas
288
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30 Sep 2020
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Hung Le
Svetha Venkatesh
NAI
104
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24 Sep 2020
Multi-Task Learning with Deep Neural Networks: A Survey
M. Crawshaw
CVBM
466
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10 Sep 2020
A Composable Specification Language for Reinforcement Learning Tasks
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Rajeev Alur
Osbert Bastani
510
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21 Aug 2020
Graph Edit Distance Reward: Learning to Edit Scene Graph
Lichang Chen
Guosheng Lin
Shijie Wang
Qingyao Wu
133
22
0
15 Aug 2020
PhraseCut: Language-based Image Segmentation in the Wild
Chenyun Wu
Zhe Lin
Scott D. Cohen
Trung Bui
Subhransu Maji
VLM
241
136
0
03 Aug 2020
Decomposing Generation Networks with Structure Prediction for Recipe Generation
Pattern Recognition (Pattern Recognit.), 2020
Hao Wang
Guosheng Lin
Guosheng Lin
Chunyan Miao
158
3
0
27 Jul 2020
Analogical Reasoning for Visually Grounded Language Acquisition
Bo Wu
Haoyu Qin
Alireza Zareian
Carl Vondrick
Shih-Fu Chang
136
10
0
22 Jul 2020
Learning to Compose Hypercolumns for Visual Correspondence
Juhong Min
Jongmin Lee
Jean Ponce
Minsu Cho
OCL
208
85
0
21 Jul 2020
Semantic Equivalent Adversarial Data Augmentation for Visual Question Answering
European Conference on Computer Vision (ECCV), 2020
Ruixue Tang
Chao Ma
W. Zhang
Qi Wu
Xiaokang Yang
OOD
116
53
0
19 Jul 2020
Learning to Discretely Compose Reasoning Module Networks for Video Captioning
International Joint Conference on Artificial Intelligence (IJCAI), 2020
Ganchao Tan
Daqing Liu
Meng Wang
Zhengjun Zha
LRM
236
78
0
17 Jul 2020
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures
Daniel Furrer
Marc van Zee
Nathan Scales
Nathanael Scharli
CoGe
323
117
0
17 Jul 2020
Learning Reasoning Strategies in End-to-End Differentiable Proving
International Conference on Machine Learning (ICML), 2020
Pasquale Minervini
Sebastian Riedel
Pontus Stenetorp
Edward Grefenstette
Tim Rocktaschel
LRM
353
99
0
13 Jul 2020
One Policy to Control Them All: Shared Modular Policies for Agent-Agnostic Control
International Conference on Machine Learning (ICML), 2020
Wenlong Huang
Igor Mordatch
Deepak Pathak
277
202
0
09 Jul 2020
Multi-Granularity Modularized Network for Abstract Visual Reasoning
Xiangru Tang
Haoyuan Wang
Xiang Pan
Jiyang Qi
147
1
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09 Jul 2020
The Scattering Compositional Learner: Discovering Objects, Attributes, Relationships in Analogical Reasoning
Yuhuai Wu
Honghua Dong
Roger C. Grosse
Jimmy Ba
CoGe
216
74
0
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A Competence-aware Curriculum for Visual Concepts Learning via Question Answering
Qing Li
Siyuan Huang
Yining Hong
Song-Chun Zhu
321
33
0
03 Jul 2020
Handling Variable-Dimensional Time Series with Graph Neural Networks
Vibhor Gupta
Jyoti Narwariya
Pankaj Malhotra
Lovekesh Vig
Gautam M. Shroff
AI4TS
371
6
0
01 Jul 2020
Latent Compositional Representations Improve Systematic Generalization in Grounded Question Answering
Ben Bogin
Sanjay Subramanian
Matt Gardner
Jonathan Berant
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255
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Object Files and Schemata: Factorizing Declarative and Procedural Knowledge in Dynamical Systems
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Alex Lamb
Phanideep Gampa
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Sergey Levine
Charles Blundell
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Michael C. Mozer
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299
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Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"
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Oleksandr Polozov
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K. Koishida
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337
70
0
20 Jun 2020
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning
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Chuizheng Meng
Sirisha Rambhatla
Yan Liu
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Kevin Ellis
Catherine Wong
Maxwell Nye
Mathias Sablé-Meyer
Luc Cary
Lucas Morales
Luke B. Hewitt
Armando Solar-Lezama
J. Tenenbaum
NAI
CLL
292
225
0
15 Jun 2020
Large-Scale Adversarial Training for Vision-and-Language Representation Learning
Neural Information Processing Systems (NeurIPS), 2020
Zhe Gan
Yen-Chun Chen
Linjie Li
Chen Zhu
Yu Cheng
Jingjing Liu
ObjD
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372
537
0
11 Jun 2020
Structured Multimodal Attentions for TextVQA
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Chenyu Gao
Qi Zhu
Peng Wang
Hui Li
Yuliang Liu
Anton Van Den Hengel
Qi Wu
272
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0
01 Jun 2020
Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Arjun Reddy Akula
Spandana Gella
Yaser Al-Onaizan
Song-Chun Zhu
Siva Reddy
ObjD
163
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04 May 2020
Teaching Machine Comprehension with Compositional Explanations
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Xiao Huang
Elizabeth Boschee
Xiang Ren
LRM
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328
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02 May 2020
Does Data Augmentation Improve Generalization in NLP?
Rohan Jha
Charles Lovering
Ellie Pavlick
210
10
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30 Apr 2020
Robust Question Answering Through Sub-part Alignment
North American Chapter of the Association for Computational Linguistics (NAACL), 2020
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Greg Durrett
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230
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30 Apr 2020
A Novel Attention-based Aggregation Function to Combine Vision and Language
International Conference on Pattern Recognition (ICPR), 2020
Matteo Stefanini
Marcella Cornia
Lorenzo Baraldi
Rita Cucchiara
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123
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27 Apr 2020
Differentiable Adaptive Computation Time for Visual Reasoning
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Á. Soto
202
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Interpretation of Deep Temporal Representations by Selective Visualization of Internally Activated Nodes
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Ginkyeng Lee
Wonjoon Chang
Jaesik Choi
145
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MoVie: Revisiting Modulated Convolutions for Visual Counting and Beyond
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Vedanuj Goswami
Xinlei Chen
224
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24 Apr 2020
Graph-Structured Referring Expression Reasoning in The Wild
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Sibei Yang
Guanbin Li
Yizhou Yu
NAI
182
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19 Apr 2020
LEAN-LIFE: A Label-Efficient Annotation Framework Towards Learning from Explanation
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Dong-Ho Lee
Rahul Khanna
Bill Yuchen Lin
Jamin Chen
Seyeon Lee
Qinyuan Ye
Elizabeth Boschee
Leonardo Neves
Xiang Ren
312
22
0
16 Apr 2020
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