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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
Fast and Slow Learning of Recurrent Independent Mechanisms
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Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention
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219
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15 May 2021
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine Loss
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Yangyang Guo
Liqiang Nie
Zhiyong Cheng
Feng Ji
Ji Zhang
Marco Bertini
145
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05 May 2021
Iterated learning for emergent systematicity in VQA
International Conference on Learning Representations (ICLR), 2021
Ankit Vani
Max Schwarzer
Yucheng Lu
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Rameswar Panda
266
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03 May 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Siddharth Dalmia
Brian Yan
Vikas Raunak
Florian Metze
Shinji Watanabe
191
35
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02 May 2021
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads
International Joint Conference on Artificial Intelligence (IJCAI), 2021
Chenyu Gao
Qi Zhu
Peng Wang
Qi Wu
126
2
0
30 Apr 2021
Case-based Reasoning for Natural Language Queries over Knowledge Bases
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Rajarshi Das
Manzil Zaheer
Dung Ngoc Thai
Ameya Godbole
Ethan Perez
Jay Yoon Lee
Lizhen Tan
L. Polymenakos
Andrew McCallum
301
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18 Apr 2021
Cetacean Translation Initiative: a roadmap to deciphering the communication of sperm whales
Jacob Andreas
Gašper Beguš
M. Bronstein
R. Diamant
Denley Delaney
...
D. Tchernov
P. Tønnesen
Antonio Torralba
Daniel M. Vogt
Robert J. Wood
191
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17 Apr 2021
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Hung Le
Nancy F. Chen
Guosheng Lin
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301
21
0
16 Apr 2021
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention
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Dzmitry Bahdanau
Timothy J. O'Donnell
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175
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192
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CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over Images
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Shailaja Keyur Sampat
Akshay Kumar
Yezhou Yang
Chitta Baral
168
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0
13 Apr 2021
How Transferable are Reasoning Patterns in VQA?
Computer Vision and Pattern Recognition (CVPR), 2021
Corentin Kervadec
Theo Jaunet
G. Antipov
M. Baccouche
Romain Vuillemot
Christian Wolf
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152
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0
08 Apr 2021
Beyond Question-Based Biases: Assessing Multimodal Shortcut Learning in Visual Question Answering
IEEE International Conference on Computer Vision (ICCV), 2021
Corentin Dancette
Rémi Cadène
Damien Teney
Matthieu Cord
CML
332
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0
07 Apr 2021
Multimodal Continuous Visual Attention Mechanisms
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André F. T. Martins
P. Aguiar
165
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07 Apr 2021
Paired Examples as Indirect Supervision in Latent Decision Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2020
Nitish Gupta
Sameer Singh
Matt Gardner
Dan Roth
215
7
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05 Apr 2021
Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning
International Conference on Learning Representations (ICLR), 2021
Zhenfang Chen
Jiayuan Mao
Jiajun Wu
Kwan-Yee K. Wong
J. Tenenbaum
Chuang Gan
VGen
243
101
0
30 Mar 2021
Domain-robust VQA with diverse datasets and methods but no target labels
Computer Vision and Pattern Recognition (CVPR), 2021
Ruotong Wang
Tristan D. Maidment
Ahmad Diab
Adriana Kovashka
R. Hwa
OOD
322
25
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29 Mar 2021
Hopper: Multi-hop Transformer for Spatiotemporal Reasoning
International Conference on Learning Representations (ICLR), 2021
Honglu Zhou
Asim Kadav
Farley Lai
Alexandru Niculescu-Mizil
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Mubbasir Kapadia
H. Graf
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220
18
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19 Mar 2021
Clusterability in Neural Networks
Daniel Filan
Stephen Casper
Shlomi Hod
Cody Wild
Andrew Critch
Stuart J. Russell
GNN
198
34
0
04 Mar 2021
Neural Production Systems: Learning Rule-Governed Visual Dynamics
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Anirudh Goyal
Aniket Didolkar
Nan Rosemary Ke
Charles Blundell
Philippe Beaudoin
N. Heess
Michael C. Mozer
Yoshua Bengio
OCL
406
90
0
02 Mar 2021
Coordination Among Neural Modules Through a Shared Global Workspace
International Conference on Learning Representations (ICLR), 2021
Anirudh Goyal
Aniket Didolkar
Alex Lamb
Kartikeya Badola
Nan Rosemary Ke
Nasim Rahaman
Jonathan Binas
Charles Blundell
Michael C. Mozer
Yoshua Bengio
390
109
0
01 Mar 2021
KANDINSKYPatterns -- An experimental exploration environment for Pattern Analysis and Machine Intelligence
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Anna Saranti
Heimo Mueller
287
11
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28 Feb 2021
Transformers with Competitive Ensembles of Independent Mechanisms
Alex Lamb
Di He
Anirudh Goyal
Guolin Ke
Chien-Feng Liao
Mirco Ravanelli
Yoshua Bengio
MoE
234
24
0
27 Feb 2021
Exploiting Multimodal Reinforcement Learning for Simultaneous Machine Translation
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Julia Ive
A. Li
Yishu Miao
Ozan Caglayan
Pranava Madhyastha
Lucia Specia
191
12
0
22 Feb 2021
Composing Pick-and-Place Tasks By Grounding Language
International Symposium on Experimental Robotics (ISER), 2021
Oier Mees
Wolfram Burgard
LM&Ro
149
37
0
16 Feb 2021
Systematic Generalization in Neural Networks-based Multivariate Time Series Forecasting Models
Hritik Bansal
Gantavya Bhatt
Pankaj Malhotra
Prathosh A.P.
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148
0
0
10 Feb 2021
Concepts, Properties and an Approach for Compositional Generalization
Yuanpeng Li
OCL
CoGe
88
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08 Feb 2021
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2021
Alessandro Suglia
Yonatan Bisk
Ioannis Konstas
Antonio Vergari
E. Bastianelli
Andrea Vanzo
Oliver Lemon
152
8
0
31 Jan 2021
droidlet: modular, heterogenous, multi-modal agents
IEEE International Conference on Robotics and Automation (ICRA), 2021
Anurag Pratik
Soumith Chintala
Kavya Srinet
Dhiraj Gandhi
Rebecca Qian
...
Anoushka Tiwari
Tucker Hart
Mary Williamson
Abhinav Gupta
Arthur Szlam
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LM&Ro
161
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25 Jan 2021
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S. Maetschke
D. M. Iraola
Pieter Barnard
Elaheh Shafieibavani
Peter Zhong
Ying Xu
Antonio Jimeno Yepes
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188
0
0
17 Jan 2021
Understanding the Role of Scene Graphs in Visual Question Answering
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Sharanya Chakravarthy
Akshay Kumar
Anjana Umapathy
Teruko Mitamura
Yuta Nakashima
Noa Garcia
Chenhui Chu
GNN
295
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0
14 Jan 2021
Progressive Interpretation Synthesis: Interpreting Task Solving by Quantifying Previously Used and Unused Information
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Zhengqi He
Taro Toyoizumi
259
1
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08 Jan 2021
DVD: A Diagnostic Dataset for Multi-step Reasoning in Video Grounded Dialogue
Annual Meeting of the Association for Computational Linguistics (ACL), 2021
Hung Le
Chinnadhurai Sankar
Seungwhan Moon
Ahmad Beirami
A. Geramifard
Satwik Kottur
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272
23
0
01 Jan 2021
Representing Partial Programs with Blended Abstract Semantics
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Maxwell Nye
Yewen Pu
Matthew Bowers
Jacob Andreas
J. Tenenbaum
Armando Solar-Lezama
NAI
186
23
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23 Dec 2020
Object-Centric Diagnosis of Visual Reasoning
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Jiayuan Mao
Jiajun Wu
Devi Parikh
David D. Cox
J. Tenenbaum
Chuang Gan
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193
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KRISP: Integrating Implicit and Symbolic Knowledge for Open-Domain Knowledge-Based VQA
Computer Vision and Pattern Recognition (CVPR), 2020
Kenneth Marino
Xinlei Chen
Devi Parikh
Abhinav Gupta
Marcus Rohrbach
272
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Autotelic Agents with Intrinsically Motivated Goal-Conditioned Reinforcement Learning: a Short Survey
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Tristan Karch
Olivier Sigaud
Pierre-Yves Oudeyer
867
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Xi Zhu
Zhendong Mao
Chunxiao Liu
Peng Zhang
Bin Wang
Yongdong Zhang
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Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding
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Qingxing Cao
Bailin Li
Xiaodan Liang
Keze Wang
Liang Lin
233
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151
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153
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Kai Wang
Mo Yu
Jinjun Xiong
Wen-mei W. Hwu
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227
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Fei Niu
Aishwarya N. Reganti
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Gokhan Tur
191
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Sequence-Level Mixed Sample Data Augmentation
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Alexander M. Rush
205
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Zióu Zheng
Quan Liu
Michael A. Greenspan
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190
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Shikib Mehri
Tejas Srinivasan
158
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Loss re-scaling VQA: Revisiting the LanguagePrior Problem from a Class-imbalance View
IEEE Transactions on Image Processing (TIP), 2020
Yangyang Guo
Liqiang Nie
Zhiyong Cheng
Q. Tian
Min Zhang
370
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0
30 Oct 2020
Modular Networks for Compositional Instruction Following
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Daniel Fried
Coline Devin
Dan Klein
Trevor Darrell
217
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24 Oct 2020
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