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1703.06114
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Deep Sets
10 March 2017
Manzil Zaheer
Satwik Kottur
Siamak Ravanbakhsh
Barnabás Póczós
Ruslan Salakhutdinov
Alex Smola
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Papers citing
"Deep Sets"
50 / 1,556 papers shown
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Abol Basher
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Jani Boutellier
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184
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Which Parts Determine the Impression of the Font?
IEEE International Conference on Document Analysis and Recognition (ICDAR), 2021
Masaya Ueda
Akisato Kimura
S. Uchida
197
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26 Mar 2021
ModGNN: Expert Policy Approximation in Multi-Agent Systems with a Modular Graph Neural Network Architecture
IEEE International Conference on Robotics and Automation (ICRA), 2021
Ryan Kortvelesy
Amanda Prorok
341
27
0
24 Mar 2021
Shared Latent Space of Font Shapes and Their Noisy Impressions
Conference on Multimedia Modeling (MMM), 2021
Jihun Kang
Daichi Haraguchi
Seiya Matsuda
Akisato Kimura
S. Uchida
212
6
0
23 Mar 2021
Smart Scheduling based on Deep Reinforcement Learning for Cellular Networks
IEEE International Symposium on Personal, Indoor and Mobile Radio Communications (PIMRC), 2021
Jian Wang
Chen Xu
Rong Li
Yiqun Ge
Jun Wang
AI4TS
116
3
0
22 Mar 2021
Learning Optimal Fronthauling and Decentralized Edge Computation in Fog Radio Access Networks
IEEE Transactions on Wireless Communications (IEEE TWC), 2021
Hoon Lee
Junbeom Kim
Seok-Hwan Park
160
18
0
21 Mar 2021
Set-to-Sequence Methods in Machine Learning: a Review
Journal of Artificial Intelligence Research (JAIR), 2021
Mateusz Jurewicz
Leon Derczynski
BDL
209
10
0
17 Mar 2021
Optimal sequential decision making with probabilistic digital twins
SN Applied Sciences (SN Appl. Sci.), 2021
C. Agrell
Kristina Rognlien Dahl
A. Hafver
162
10
0
12 Mar 2021
Frame-independent vector-cloud neural network for nonlocal constitutive modeling on arbitrary grids
Computer Methods in Applied Mechanics and Engineering (CMAME), 2021
Xueqing Zhou
Jiequn Han
Heng Xiao
198
34
0
11 Mar 2021
Instance Segmentation GNNs for One-Shot Conformal Tracking at the LHC
S. Thais
G. Dezoort
86
7
0
11 Mar 2021
Learning Connectivity for Data Distribution in Robot Teams
IEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Ekaterina V. Tolstaya
Landon Butler
Daniel Mox
James Paulos
Vijay Kumar
Alejandro Ribeiro
289
10
0
08 Mar 2021
Unsupervised Object-Based Transition Models for 3D Partially Observable Environments
Neural Information Processing Systems (NeurIPS), 2021
Antonia Creswell
Rishabh Kabra
Christopher P. Burgess
Murray Shanahan
OCL
239
29
0
08 Mar 2021
Set Representation Learning with Generalized Sliced-Wasserstein Embeddings
Navid Naderializadeh
Soheil Kolouri
Joseph F. Comer
Reed W. Andrews
Heiko Hoffmann
192
6
0
05 Mar 2021
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion
Computer Vision and Pattern Recognition (CVPR), 2021
Chulin Xie
Chuxin Wang
Bo Zhang
Hao Yang
Dong Chen
Fang Wen
3DPC
255
91
0
03 Mar 2021
Deep Adaptive Design: Amortizing Sequential Bayesian Experimental Design
International Conference on Machine Learning (ICML), 2021
Adam Foster
Desi R. Ivanova
Ilyas Malik
Tom Rainforth
213
106
0
03 Mar 2021
Autobahn: Automorphism-based Graph Neural Nets
Neural Information Processing Systems (NeurIPS), 2021
Erik H. Thiede
Wenda Zhou
Risi Kondor
GNN
AI4CE
277
55
0
02 Mar 2021
An Interpretable Multiple-Instance Approach for the Detection of referable Diabetic Retinopathy from Fundus Images
Scientific Reports (Sci Rep), 2021
Alexandros Papadopoulos
F. Topouzis
A. Delopoulos
122
35
0
02 Mar 2021
Mini-Batch Consistent Slot Set Encoder for Scalable Set Encoding
Neural Information Processing Systems (NeurIPS), 2021
Bruno Andreis
Jeffrey Willette
Juho Lee
Sung Ju Hwang
193
10
0
02 Mar 2021
Few-shot Open-set Recognition by Transformation Consistency
Computer Vision and Pattern Recognition (CVPR), 2021
Minki Jeong
Seokeon Choi
Changick Kim
173
64
0
02 Mar 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning
Neural Information Processing Systems (NeurIPS), 2021
Wonyong Jeong
Hayeon Lee
G. Park
Eunyoung Hyung
Jinheon Baek
Sung Ju Hwang
258
13
0
02 Mar 2021
Meta-learning representations for clustering with infinite Gaussian mixture models
Neurocomputing (Neurocomputing), 2021
Tomoharu Iwata
136
6
0
01 Mar 2021
Meta-learning One-class Classifiers with Eigenvalue Solvers for Supervised Anomaly Detection
Tomoharu Iwata
Atsutoshi Kumagai
149
2
0
01 Mar 2021
Beyond Convolutions: A Novel Deep Learning Approach for Raw Seismic Data Ingestion
Zhaozhuo Xu
Aditya Desai
Menal Gupta
A. Chandran
A. Vial-Aussavy
Anshumali Shrivastava
97
1
0
26 Feb 2021
Graph-based Semi-supervised Learning: A Comprehensive Review
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Zixing Song
Xiangli Yang
Zenglin Xu
Irwin King
308
270
0
26 Feb 2021
Learning-based Robust Motion Planning with Guaranteed Stability: A Contraction Theory Approach
IEEE Robotics and Automation Letters (RA-L), 2021
Hiroyasu Tsukamoto
Soon-Jo Chung
OOD
230
39
0
25 Feb 2021
Abelian Neural Networks
Kenshi Abe
Takanori Maehara
Issei Sato
142
2
0
24 Feb 2021
Deep Video Prediction for Time Series Forecasting
International Conference on AI in Finance (ICAF), 2021
Zhen Zeng
T. Balch
Manuela Veloso
AI4TS
170
16
0
24 Feb 2021
Accurate Learning of Graph Representations with Graph Multiset Pooling
International Conference on Learning Representations (ICLR), 2021
Jinheon Baek
Minki Kang
Sung Ju Hwang
261
210
0
23 Feb 2021
Explore the Context: Optimal Data Collection for Context-Conditional Dynamics Models
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Jan Achterhold
Joerg Stueckler
174
7
0
22 Feb 2021
Improving Uncertainty Calibration via Prior Augmented Data
Jeffrey Willette
Juho Lee
Sung Ju Hwang
UQCV
89
0
0
22 Feb 2021
Provably Strict Generalisation Benefit for Equivariant Models
International Conference on Machine Learning (ICML), 2021
Bryn Elesedy
Sheheryar Zaidi
AI4CE
271
94
0
20 Feb 2021
Latent Variable Sequential Set Transformers For Joint Multi-Agent Motion Prediction
International Conference on Learning Representations (ICLR), 2021
Roger Girgis
Florian Golemo
Felipe Codevilla
Martin Weiss
Jim Aldon D’Souza
Samira Ebrahimi Kahou
Felix Heide
C. Pal
332
181
0
19 Feb 2021
Few-shot Conformal Prediction with Auxiliary Tasks
International Conference on Machine Learning (ICML), 2021
Adam Fisch
Tal Schuster
Tommi Jaakkola
Regina Barzilay
571
60
0
17 Feb 2021
Machine Learning Based Cyber Attacks Targeting on Controlled Information: A Survey
ACM Computing Surveys (CSUR), 2021
Yuantian Miao
Chao Chen
Lei Pan
Qing-Long Han
Jun Zhang
Yang Xiang
AAML
199
74
0
16 Feb 2021
Topological Graph Neural Networks
International Conference on Learning Representations (ICLR), 2021
Max Horn
E. Brouwer
Michael Moor
Yves Moreau
Bastian Rieck
Karsten Borgwardt
AI4CE
295
122
0
15 Feb 2021
Reversible Action Design for Combinatorial Optimization with Reinforcement Learning
Fan Yao
Renqin Cai
Hongning Wang
167
11
0
14 Feb 2021
Sequential Neural Posterior and Likelihood Approximation
Samuel Wiqvist
J. Frellsen
Umberto Picchini
BDL
532
38
0
12 Feb 2021
HNPE: Leveraging Global Parameters for Neural Posterior Estimation
Neural Information Processing Systems (NeurIPS), 2021
Pedro L. C. Rodrigues
Thomas Moreau
Gilles Louppe
Alexandre Gramfort
268
17
0
12 Feb 2021
Sequence-based Machine Learning Models in Jet Physics
Rafael Lima
PINN
180
4
0
09 Feb 2021
Generative Models as Distributions of Functions
International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Emilien Dupont
Yee Whye Teh
Arnaud Doucet
360
113
0
09 Feb 2021
Structured Diversification Emergence via Reinforced Organization Control and Hierarchical Consensus Learning
Adaptive Agents and Multi-Agent Systems (AAMAS), 2021
Wenhao Li
Xiangfeng Wang
Bo Jin
Junjie Sheng
Yun Hua
H. Zha
147
6
0
09 Feb 2021
Improved Brain Age Estimation with Slice-based Set Networks
IEEE International Symposium on Biomedical Imaging (ISBI), 2021
Umang Gupta
Pradeep Lam
Greg Ver Steeg
Paul M. Thompson
MedIm
133
35
0
08 Feb 2021
Grid-to-Graph: Flexible Spatial Relational Inductive Biases for Reinforcement Learning
Adaptive Agents and Multi-Agent Systems (AAMAS), 2021
Zhengyao Jiang
Pasquale Minervini
Minqi Jiang
Tim Rocktaschel
AI4CE
115
7
0
08 Feb 2021
Contrastive Embeddings for Neural Architectures
Daniel Hesslow
Iacopo Poli
162
4
0
08 Feb 2021
Hyperparameter Optimization with Differentiable Metafeatures
H. Jomaa
Lars Schmidt-Thieme
Josif Grabocka
AI4CE
95
4
0
07 Feb 2021
NRTSI: Non-Recurrent Time Series Imputation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Siyuan Shan
Yang Li
Junier B. Oliva
AI4TS
264
40
0
05 Feb 2021
GaitSet: Cross-view Gait Recognition through Utilizing Gait as a Deep Set
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Hanqing Chao
Kun Wang
Yiwei He
Junping Zhang
Jianfeng Feng
CVBM
135
208
0
05 Feb 2021
CHEF: Cross-modal Hierarchical Embeddings for Food Domain Retrieval
AAAI Conference on Artificial Intelligence (AAAI), 2021
Hai Xuan Pham
Ricardo Guerrero
Jiatong Li
Vladimir Pavlovic
106
21
0
04 Feb 2021
Multi-Instance Learning by Utilizing Structural Relationship among Instances
Yangling Ma
Zhouwang Yang
127
4
0
03 Feb 2021
Autonomous Navigation through intersections with Graph ConvolutionalNetworks and Conditional Imitation Learning for Self-driving Cars
Xiaodong Mei
Yuxiang Sun
Yuying Chen
Congcong Liu
Ming-Yuan Liu
SSL
GNN
126
8
0
01 Feb 2021
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