Latent Space Energy-based Neural ODEs

5 September 2024

Jianwen Xie

Papers citing "Latent Space Energy-based Neural ODEs"

28 / 28 papers shown

Title
Learning Hierarchical Features with Joint Latent Space Energy-Based Prior Jiali Cui Ying Nian Wu Tian Han BDL 46 6 0 14 Oct 2023
Molecule Design by Latent Prompt Transformer Deqian Kong Yuhao Huang Jianwen Xie Ying Nian Wu 63 3 0 05 Oct 2023
Learning Energy-Based Prior Model with Diffusion-Amortized MCMC Peiyu Yu Y. Zhu Sirui Xie Xiaojian Ma Ruiqi Gao Song-Chun Zhu Ying Nian Wu DiffM 39 13 0 05 Oct 2023
Molecule Design by Latent Space Energy-Based Modeling and Gradual Distribution Shifting Deqian Kong Bo Pang Tian Han Ying Nian Wu DiffM 58 7 0 09 Jun 2023
Modulated Neural ODEs I. Auzina Çağatay Yıldız Sara Magliacane Matthias Bethge E. Gavves 45 5 0 26 Feb 2023
Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series Abdul Fatir Ansari Alvin Heng Andre Lim Harold Soh BDL AI4TS 51 15 0 26 Jan 2023
Latent Diffusion Energy-Based Model for Interpretable Text Modeling Peiyu Yu Sirui Xie Xiaojian Ma Baoxiong Jia Bo Pang Ruigi Gao Yixin Zhu Song-Chun Zhu Ying Nian Wu DiffM 57 82 0 13 Jun 2022
An Energy-Based Prior for Generative Saliency Jing Zhang Jianwen Xie Nick Barnes Ping Li 51 3 0 19 Apr 2022
Learning Generative Vision Transformer with Energy-Based Latent Space for Saliency Prediction Jing Zhang Jianwen Xie Nick Barnes Ping Li ViT 47 92 0 27 Dec 2021
Scalable Inference in SDEs by Direct Matching of the Fokker-Planck-Kolmogorov Equation Arno Solin Ella Tamir Prakhar Verma 30 19 0 29 Oct 2021
Unsupervised Foreground Extraction via Deep Region Competition Peiyu Yu Sirui Xie Xiaojian Ma Yixin Zhu Ying Nian Wu Song-Chun Zhu OCL 51 42 0 29 Oct 2021
Latent Space Energy-Based Model of Symbol-Vector Coupling for Text Generation and Classification Bo Pang Ying Nian Wu 41 18 0 26 Aug 2021
On Out-of-distribution Detection with Energy-based Models Sven Elflein Bertrand Charpentier Daniel Zügner Stephan Günnemann OODD 42 19 0 03 Jul 2021
Trajectory Prediction with Latent Belief Energy-Based Model Bo Pang Tianyang Zhao Xu Xie Ying Nian Wu 42 92 0 07 Apr 2021
Neural ODE Processes Alexander Norcliffe Cristian Bodnar Ben Day Jacob Moss Pietro Lio BDL AI4TS 50 63 0 23 Mar 2021
dm_control: Software and Tasks for Continuous Control Yuval Tassa S. Tunyasuvunakool Alistair Muldal Yotam Doron Piotr Trochim ... Steven Bohez J. Merel Tom Erez Timothy Lillicrap N. Heess LM&Ro 66 403 0 22 Jun 2020
Denoising Diffusion Probabilistic Models Jonathan Ho Ajay Jain Pieter Abbeel DiffM 284 17,550 0 19 Jun 2020
Decision-Making with Auto-Encoding Variational Bayes Romain Lopez Pierre Boyeau Nir Yosef Michael I. Jordan Jeffrey Regier BDL 199 10,591 0 17 Feb 2020
Motion-Based Generator Model: Unsupervised Disentanglement of Appearance, Trackable and Intrackable Motions in Dynamic Patterns Jianwen Xie Ruiqi Gao Zilong Zheng Song-Chun Zhu Ying Nian Wu DiffM 41 21 0 26 Nov 2019
GRU-ODE-Bayes: Continuous modeling of sporadically-observed time series E. Brouwer Jaak Simm Adam Arany Yves Moreau SyDa CML AI4TS 81 292 0 29 May 2019
Learning Non-Convergent Non-Persistent Short-Run MCMC Toward Energy-Based Model Erik Nijkamp Mitch Hill Song-Chun Zhu Ying Nian Wu 55 210 0 22 Apr 2019
Learning Dynamic Generator Model by Alternating Back-Propagation Through Time Jianwen Xie Ruiqi Gao Zilong Zheng Song-Chun Zhu Ying Nian Wu 49 47 0 27 Dec 2018
Gaussian Process Prior Variational Autoencoders F. P. Casale Adrian Dalca Luca Saglietti Jennifer Listgarten Nicolò Fusi BDL CML 40 135 0 28 Oct 2018
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 232 5,024 0 19 Jun 2018
MoCoGAN: Decomposing Motion and Content for Video Generation Sergey Tulyakov Ming-Yuan Liu Xiaodong Yang Jan Kautz GAN 112 1,138 0 17 Jul 2017
A Theory of Generative ConvNet Jianwen Xie Yang Lu Song-Chun Zhu Ying Nian Wu DiffM GAN 74 320 0 10 Feb 2016
Deep Temporal Sigmoid Belief Networks for Sequence Modeling Zhe Gan Chunyuan Li Ricardo Henao David Carlson Lawrence Carin BDL 45 85 0 23 Sep 2015
MCMC using Hamiltonian dynamics Radford M. Neal 282 3,278 0 09 Jun 2012