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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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275
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28 Apr 2022
RelViT: Concept-guided Vision Transformer for Visual Relational Reasoning
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Xiaojian Ma
Weili Nie
Zhiding Yu
Huaizu Jiang
Chaowei Xiao
Yuke Zhu
Song-Chun Zhu
Anima Anandkumar
ViT
LRM
309
20
0
24 Apr 2022
Attention in Reasoning: Dataset, Analysis, and Modeling
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Shi Chen
Ming Jiang
Jinhui Yang
Qi Zhao
LRM
138
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0
20 Apr 2022
Towards Lightweight Transformer via Group-wise Transformation for Vision-and-Language Tasks
IEEE Transactions on Image Processing (IEEE TIP), 2022
Gen Luo
Weihao Ye
Xiaoshuai Sun
Yan Wang
Liujuan Cao
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Feiyue Huang
Rongrong Ji
ViT
146
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16 Apr 2022
CLEVR-X: A Visual Reasoning Dataset for Natural Language Explanations
Leonard Salewski
A. Sophia Koepke
Hendrik P. A. Lensch
Zeynep Akata
LRM
NAI
263
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0
05 Apr 2022
FALCON: Fast Visual Concept Learning by Integrating Images, Linguistic descriptions, and Conceptual Relations
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Lingjie Mei
Jiayuan Mao
Ziqi Wang
Chuang Gan
J. Tenenbaum
VLM
177
25
0
30 Mar 2022
Differentiable Reasoning over Long Stories -- Assessing Systematic Generalisation in Neural Models
Wanshui Li
Pasquale Minervini
OOD
139
1
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20 Mar 2022
Can you even tell left from right? Presenting a new challenge for VQA
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Sairaam Venkatraman
Rishi Rao
S. Balasubramanian
C. Vorugunti
R. R. Sarma
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160
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15 Mar 2022
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Rui Zhang
S. Erfani
Jey Han Lau
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159
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11 Mar 2022
Vision-Language Intelligence: Tasks, Representation Learning, and Large Models
Feng Li
Hao Zhang
Yi-Fan Zhang
Shixuan Liu
Jian Guo
L. Ni
Pengchuan Zhang
Lei Zhang
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189
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03 Mar 2022
CrossPoint: Self-Supervised Cross-Modal Contrastive Learning for 3D Point Cloud Understanding
Computer Vision and Pattern Recognition (CVPR), 2022
Mohamed Afham
Isuru Dissanayake
Dinithi Dissanayake
Amaya Dharmasiri
Kanchana Thilakarathna
Ranga Rodrigo
3DPC
290
318
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01 Mar 2022
Measuring CLEVRness: Blackbox testing of Visual Reasoning Models
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Spyridon Mouselinos
Henryk Michalewski
Mateusz Malinowski
254
4
0
24 Feb 2022
Grammar-Based Grounded Lexicon Learning
Neural Information Processing Systems (NeurIPS), 2022
Jiayuan Mao
Haoyue Shi
Jiajun Wu
R. Levy
J. Tenenbaum
NAI
201
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17 Feb 2022
Efficiently Disentangle Causal Representations
Yuanpeng Li
Joel Hestness
Mohamed Elhoseiny
Bo Pan
Kenneth Church
OOD
CML
79
1
0
06 Jan 2022
Discrete and continuous representations and processing in deep learning: Looking forward
AI Open (AO), 2022
Ruben Cartuyvels
Graham Spinks
Marie-Francine Moens
OCL
297
28
0
04 Jan 2022
General Greedy De-bias Learning
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Xinzhe Han
Shuhui Wang
Chi Su
Qingming Huang
Qi Tian
471
17
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20 Dec 2021
Compositional Learning-based Planning for Vision POMDPs
Sampada Deglurkar
M. H. Lim
Johnathan Tucker
Zachary Sunberg
Aleksandra Faust
Claire Tomlin
206
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17 Dec 2021
Bilateral Cross-Modality Graph Matching Attention for Feature Fusion in Visual Question Answering
Jianjian Cao
Xiameng Qin
Sanyuan Zhao
Jianbing Shen
188
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14 Dec 2021
Neural Attention Models in Deep Learning: Survey and Taxonomy
Alana de Santana Correia
Esther Colombini
MLAU
134
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11 Dec 2021
COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality
Honglu Zhou
Asim Kadav
Aviv Shamsian
Shijie Geng
Farley Lai
Long Zhao
Tingxi Liu
Mubbasir Kapadia
H. Graf
209
32
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11 Dec 2021
Predicting Physical World Destinations for Commands Given to Self-Driving Cars
Dusan Grujicic
Thierry Deruyttere
Marie-Francine Moens
Matthew Blaschko
OOD
200
8
0
10 Dec 2021
PTR: A Benchmark for Part-based Conceptual, Relational, and Physical Reasoning
Yining Hong
Li Yi
J. Tenenbaum
Antonio Torralba
Chuang Gan
165
43
0
09 Dec 2021
Inducing Causal Structure for Interpretable Neural Networks
Atticus Geiger
Zhengxuan Wu
Hanson Lu
J. Rozner
Elisa Kreiss
Thomas Icard
Noah D. Goodman
Christopher Potts
CML
OOD
374
93
0
01 Dec 2021
Induce, Edit, Retrieve: Language Grounded Multimodal Schema for Instructional Video Retrieval
Yue Yang
Joongwon Kim
Artemis Panagopoulou
Mark Yatskar
Chris Callison-Burch
LM&Ro
241
14
0
17 Nov 2021
A Survey on Neural-symbolic Learning Systems
Neural Networks (NN), 2021
Dongran Yu
Bo Yang
Da Liu
Hui Wang
Shirui Pan
366
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10 Nov 2021
Dynamic Visual Reasoning by Learning Differentiable Physics Models from Video and Language
Neural Information Processing Systems (NeurIPS), 2021
Mingyu Ding
Zhenfang Chen
Tao Du
Ping Luo
J. Tenenbaum
Chuang Gan
VGen
PINN
OCL
226
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28 Oct 2021
Compositional Attention: Disentangling Search and Retrieval
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Sharath Chandra Raparthy
Irina Rish
Yoshua Bengio
Guillaume Lajoie
213
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Towards Language-guided Visual Recognition via Dynamic Convolutions
Gen Luo
Weihao Ye
Xiaoshuai Sun
Yongjian Wu
Yue Gao
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ObjD
232
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Dynamic Inference with Neural Interpreters
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Muhammad Waleed Gondal
S. Joshi
Peter V. Gehler
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Bernhard Schölkopf
299
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12 Oct 2021
ProTo: Program-Guided Transformer for Program-Guided Tasks
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Karan Samel
Binghong Chen
Le Song
ViT
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257
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02 Oct 2021
Calibrating Concepts and Operations: Towards Symbolic Reasoning on Real Images
Zhuowan Li
Elias Stengel-Eskin
Yixiao Zhang
Cihang Xie
Q. Tran
Benjamin Van Durme
Alan Yuille
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153
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01 Oct 2021
Systematic Generalization on gSCAN: What is Nearly Solved and What is Next?
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Linlu Qiu
Hexiang Hu
Bowen Zhang
Peter Shaw
Fei Sha
162
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25 Sep 2021
COVR: A test-bed for Visually Grounded Compositional Generalization with real images
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2021
Ben Bogin
Shivanshu Gupta
Matt Gardner
Jonathan Berant
CoGe
173
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22 Sep 2021
ReaSCAN: Compositional Reasoning in Language Grounding
Zhengxuan Wu
Elisa Kreiss
Desmond C. Ong
Christopher Potts
CoGe
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185
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18 Sep 2021
Neural Unification for Logic Reasoning over Natural Language
Gabriele Picco
Hoang Thanh Lam
M. Sbodio
Vanessa Lopez Garcia
NAI
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158
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Neuro-Symbolic AI: An Emerging Class of AI Workloads and their Characterization
Zachary Susskind
Bryce Arden
L. John
Patrick A Stockton
E. John
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152
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Improved RAMEN: Towards Domain Generalization for Visual Question Answering
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Lim Chern Hong
179
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Weakly Supervised Relative Spatial Reasoning for Visual Question Answering
Pratyay Banerjee
Tejas Gokhale
Yezhou Yang
Chitta Baral
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161
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Robotic Occlusion Reasoning for Efficient Object Existence Prediction
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Mengdi Li
C. Weber
Matthias Kerzel
Jae Hee Lee
Zheni Zeng
Zhiyuan Liu
S. Wermter
201
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Separating Skills and Concepts for Novel Visual Question Answering
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Spencer Whitehead
Hui Wu
Heng Ji
Rogerio Feris
Kate Saenko
CoGe
179
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Graphhopper: Multi-Hop Scene Graph Reasoning for Visual Question Answering
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Hang Li
Marcel Hildebrandt
Deepan Das
Volker Tresp
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176
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Unified Questioner Transformer for Descriptive Question Generation in Goal-Oriented Visual Dialogue
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Kosuke Shingyouchi
Yukikoko Abe
Yosuke Fukuchi
K. Sugiura
M. Imai
184
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Adventurer's Treasure Hunt: A Transparent System for Visually Grounded Compositional Visual Question Answering based on Scene Graphs
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Tanja Schultz
202
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Yupan Huang
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Houwen Peng
Jianlong Fu
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Jiebo Luo
403
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Xavier Boix
177
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NAAQA: A Neural Architecture for Acoustic Question Answering
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Jean Rouat
G. Salvi
281
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Representing Syntax and Composition with Geometric Transformations
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Julie Weeds
David J. Weir
Qiwei Peng
156
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Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules
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Aisha Urooj Khan
Hilde Kuehne
Kevin Duarte
Chuang Gan
N. Lobo
M. Shah
198
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Iterated learning for emergent systematicity in VQA
International Conference on Learning Representations (ICLR), 2021
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Max Schwarzer
Yucheng Lu
Eeshan Gunesh Dhekane
Rameswar Panda
255
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