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2008.02676
Cited By
Exchangeable Neural ODE for Set Modeling
Neural Information Processing Systems (NeurIPS), 2020
6 August 2020
Yang Li
Haidong Yi
Christopher M. Bender
Siyuan Shan
Junier B. Oliva
BDL
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Papers citing
"Exchangeable Neural ODE for Set Modeling"
19 / 19 papers shown
Towards Universal Neural Inference
Shreyas Bhat Brahmavar
Yang Li
Junier B. Oliva
OOD
168
0
0
12 Aug 2025
Towards Cost Sensitive Decision Making
International Conference on Artificial Intelligence and Statistics (AISTATS), 2024
Yang Li
Junier Oliva
OffRL
183
1
0
04 Oct 2024
Probabilistic Forecasting of Irregular Time Series via Conditional Flows
Vijaya Krishna Yalavarthi
Randolf Scholz
Stefan Born
Lars Schmidt-Thieme
AI4TS
363
1
0
09 Feb 2024
Enhancing Neural Subset Selection: Integrating Background Information into Set Representations
International Conference on Learning Representations (ICLR), 2024
Binghui Xie
Yatao Bian
Kaiwen Zhou
Yongqiang Chen
Peilin Zhao
Bo Han
Wei Meng
James Cheng
232
1
0
05 Feb 2024
Learning multi-modal generative models with permutation-invariant encoders and tighter variational bounds
Marcel Hirt
Domenico Campolo
Victoria Leong
Juan-Pablo Ortega
DRL
359
0
0
01 Sep 2023
Phoneme Hallucinator: One-shot Voice Conversion via Set Expansion
AAAI Conference on Artificial Intelligence (AAAI), 2023
Siyuan Shan
Yang Li
A. Banerjee
Junier B. Oliva
166
12
0
11 Aug 2023
Equivariant flow matching
Neural Information Processing Systems (NeurIPS), 2023
Leon Klein
Andreas Krämer
Frank Noé
293
116
0
26 Jun 2023
Correcting Auto-Differentiation in Neural-ODE Training
Yewei Xu
Shi Chen
Qin Li
269
1
0
03 Jun 2023
Equivariant Neural Simulators for Stochastic Spatiotemporal Dynamics
Neural Information Processing Systems (NeurIPS), 2023
Koen Minartz
Y. Poels
Simon Koop
Vlado Menkovski
284
7
0
23 May 2023
Deep Variational Free Energy Approach to Dense Hydrogen
Physical Review Letters (PRL), 2022
H.-j. Xie
Ziqun Li
Han Wang
Linfeng Zhang
Lei Wang
222
14
0
13 Sep 2022
EgPDE-Net: Building Continuous Neural Networks for Time Series Prediction with Exogenous Variables
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2022
Penglei Gao
Xi Yang
Rui Zhang
Ping Guo
John Y. Goulermas
Kaizhu Huang
AI4TS
238
10
0
03 Aug 2022
Transparent Single-Cell Set Classification with Kernel Mean Embeddings
ACM International Conference on Bioinformatics, Computational Biology and Biomedicine (ACM-BCB), 2022
Siyuan Shan
Vishal Baskaran
Haidong Yi
Jolene S Ranek
Natalie Stanley
Junier Oliva
280
11
0
18 Jan 2022
Top-N: Equivariant set and graph generation without exchangeability
Clément Vignac
P. Frossard
BDL
403
40
0
05 Oct 2021
Ab-initio study of interacting fermions at finite temperature with neural canonical transformation
Journal of Machine Learning (JML), 2021
Hao Xie
Linfeng Zhang
Lei Wang
263
30
0
18 May 2021
SetVAE: Learning Hierarchical Composition for Generative Modeling of Set-Structured Data
Computer Vision and Pattern Recognition (CVPR), 2021
Jinwoo Kim
Jaehoon Yoo
Juho Lee
Seunghoon Hong
BDL
DRL
3DPC
155
103
0
29 Mar 2021
Partially Observed Exchangeable Modeling
International Conference on Machine Learning (ICML), 2021
Yang Li
Junier B. Oliva
118
5
0
11 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
277
42
0
05 Feb 2021
Scalable Normalizing Flows for Permutation Invariant Densities
Marin Bilos
Stephan Günnemann
TPM
207
27
0
07 Oct 2020
STEER: Simple Temporal Regularization For Neural ODEs
Arna Ghosh
Harkirat Singh Behl
Emilien Dupont
Juil Sock
Vinay P. Namboodiri
BDL
AI4TS
313
84
0
18 Jun 2020
1
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