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1803.03067
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Compositional Attention Networks for Machine Reasoning
8 March 2018
Drew A. Hudson
Christopher D. Manning
BDL
OOD
LRM
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Papers citing
"Compositional Attention Networks for Machine Reasoning"
50 / 330 papers shown
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Explainability-aided Domain Generalization for Image Classification
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Grounding Physical Concepts of Objects and Events Through Dynamic Visual Reasoning
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Jiajun Wu
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30 Mar 2021
AGQA: A Benchmark for Compositional Spatio-Temporal Reasoning
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Ranjay Krishna
Maneesh Agrawala
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219
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30 Mar 2021
Domain-robust VQA with diverse datasets and methods but no target labels
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Tristan D. Maidment
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Adriana Kovashka
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29 Mar 2021
SUTD-TrafficQA: A Question Answering Benchmark and an Efficient Network for Video Reasoning over Traffic Events
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He Huang
Jun Liu
ViT
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391
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0
29 Mar 2021
How to Design Sample and Computationally Efficient VQA Models
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Zelin Zhao
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Haozheng Luo
Le Song
159
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0
22 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
Martin Renqiang Min
Mubbasir Kapadia
H. Graf
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207
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0
19 Mar 2021
Automatic Generation of Contrast Sets from Scene Graphs: Probing the Compositional Consistency of GQA
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Yonatan Bitton
Gabriel Stanovsky
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Michael Elhadad
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198
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17 Mar 2021
Tune-In: Training Under Negative Environments with Interference for Attention Networks Simulating Cocktail Party Effect
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Jun Wang
Max W. Y. Lam
Jane Polak Scowcroft
Dong Yu
125
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0
02 Mar 2021
Contrastive Separative Coding for Self-supervised Representation Learning
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Jun Wang
Max W. Y. Lam
Jane Polak Scowcroft
Dong Yu
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286
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28 Feb 2021
ViLT: Vision-and-Language Transformer Without Convolution or Region Supervision
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Wonjae Kim
Bokyung Son
Ildoo Kim
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547
2,101
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05 Feb 2021
Open World Compositional Zero-Shot Learning
Computer Vision and Pattern Recognition (CVPR), 2021
Goran Frehse
Muhammad Ferjad Naeem
Yongqin Xian
Zeynep Akata
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406
160
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29 Jan 2021
HySTER: A Hybrid Spatio-Temporal Event Reasoner
Théophile Sautory
Nuri Cingillioglu
A. Russo
NAI
167
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17 Jan 2021
Understanding the Role of Scene Graphs in Visual Question Answering
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Sharanya Chakravarthy
Akshay Kumar
Anjana Umapathy
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Chenhui Chu
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260
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14 Jan 2021
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals
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Yunshi Lan
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Ji-Rong Wen
437
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11 Jan 2021
Progressive Interpretation Synthesis: Interpreting Task Solving by Quantifying Previously Used and Unused Information
Neural Computation (Neural Comput.), 2021
Zhengqi He
Taro Toyoizumi
242
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08 Jan 2021
Causal World Models by Unsupervised Deconfounding of Physical Dynamics
Minne Li
Mengyue Yang
Furui Liu
Xu Chen
Zhitang Chen
Jun Wang
SyDa
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182
16
0
28 Dec 2020
Object-Centric Diagnosis of Visual Reasoning
Jianwei Yang
Jiayuan Mao
Jiajun Wu
Devi Parikh
David D. Cox
J. Tenenbaum
Chuang Gan
OCL
190
17
0
21 Dec 2020
Attention over learned object embeddings enables complex visual reasoning
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David Ding
Felix Hill
Adam Santoro
Malcolm Reynolds
M. Botvinick
OCL
357
78
0
15 Dec 2020
On the Binding Problem in Artificial Neural Networks
Klaus Greff
Sjoerd van Steenkiste
Jürgen Schmidhuber
OCL
575
288
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09 Dec 2020
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions
Tayfun Ates
Muhammed Samil Atesoglu
Cagatay Yigit
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Mert Kobaş
Erkut Erdem
Aykut Erdem
T. Goksun
Deniz Yuret
311
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Revisiting Iterative Back-Translation from the Perspective of Compositional Generalization
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Hualei Zhu
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430
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08 Dec 2020
WeaQA: Weak Supervision via Captions for Visual Question Answering
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Tejas Gokhale
Yezhou Yang
Chitta Baral
329
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Hui Wu
Yi R. Fung
Heng Ji
Rogerio Feris
Kate Saenko
145
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26 Nov 2020
Transformation Driven Visual Reasoning
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Xin Hong
Yanyan Lan
Liang Pang
Jiafeng Guo
Xueqi Cheng
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175
25
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Interpretable Visual Reasoning via Induced Symbolic Space
IEEE International Conference on Computer Vision (ICCV), 2020
Zhonghao Wang
Kai Wang
Mo Yu
Jinjun Xiong
Wen-mei W. Hwu
M. Hasegawa-Johnson
Humphrey Shi
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OCL
212
21
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23 Nov 2020
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering
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Fei Niu
Aishwarya N. Reganti
Govind Thattai
Gokhan Tur
191
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Logically Consistent Loss for Visual Question Answering
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T. Tran
Santu Rana
Sunil R. Gupta
Svetha Venkatesh
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191
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19 Nov 2020
Reasoning Over History: Context Aware Visual Dialog
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Shikib Mehri
Tejas Srinivasan
157
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Julian Zubek
Joanna Rkaczaszek-Leonardi
224
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MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering
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Aisha Urooj Khan
Amir Mazaheri
N. Lobo
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213
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27 Oct 2020
RUArt: A Novel Text-Centered Solution for Text-Based Visual Question Answering
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Zanxia Jin
Heran Wu
Chun Yang
Fang Zhou
Jingyan Qin
Lei Xiao
Xu-Cheng Yin
232
37
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24 Oct 2020
Beyond VQA: Generating Multi-word Answer and Rationale to Visual Questions
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266
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Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games
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Meng Fang
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Yali Du
Qiufeng Wang
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Removing Bias in Multi-modal Classifiers: Regularization by Maximizing Functional Entropies
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Itai Gat
Idan Schwartz
Alex Schwing
Tamir Hazan
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New Ideas and Trends in Deep Multimodal Content Understanding: A Review
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Interpretable Neural Computation for Real-World Compositional Visual Question Answering
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Ruixue Tang
Chao Ma
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Luc Van Gool
Matthew Blaschko
Tinne Tuytelaars
Marie-Francine Moens
227
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U. R. Nair
K. M. Krishna
Vineet Gandhi
201
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Span-based Semantic Parsing for Compositional Generalization
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
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103
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