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Neural Ordinary Differential Equations

19 June 2018

Papers citing "Neural Ordinary Differential Equations"

50 / 3,210 papers shown

Title
Stable CDE Autoencoders with Acuity Regularization for Offline Reinforcement Learning in Sepsis Treatment Yue Gao OffRL OOD AI4TS 101 0 0 17 Jun 2025
Bures-Wasserstein Flow Matching for Graph Generation Keyue Jiang Jiahao Cui Xiaowen Dong Laura Toni 279 2 0 16 Jun 2025
Flow-Based Policy for Online Reinforcement Learning Lei Lv Y. Li Yu-Juan Luo F. Sun Tao Kong Jiafeng Xu Xiao Ma 296 7 0 15 Jun 2025
Quantum-Inspired Differentiable Integral Neural Networks (QIDINNs): A Feynman-Based Architecture for Continuous Learning Over Streaming Data Oscar Boullosa Dapena 175 0 0 13 Jun 2025
RollingQ: Reviving the Cooperation Dynamics in Multimodal Transformer Haotian Ni Yake Wei Hang Liu Gong Chen Chong Peng Hao Lin Di Hu OffRL 258 1 0 13 Jun 2025
History-Aware Neural Operator: Robust Data-Driven Constitutive Modeling of Path-Dependent Materials Binyao Guo Zihan Lin QiZhi He AI4CE 315 1 0 12 Jun 2025
Efficiency Robustness of Dynamic Deep Learning Systems Ravishka Rathnasuriya Tingxi Li Zexin Xu Zihe Song Mirazul Haque Simin Chen Wei Yang AAML SILM 307 1 0 12 Jun 2025
Symmetrical Flow Matching: Unified Image Generation, Segmentation, and Classification with Score-Based Generative Models Francisco Caetano Christiaan Viviers Peter H. N. de With Fons van der Sommen DiffM 323 1 0 12 Jun 2025
Identifiability Challenges in Sparse Linear Ordinary Differential Equations Cecilia Casolo Soren Becker Niki Kilbertus 253 2 0 11 Jun 2025
Neural Functions for Learning Periodic SignalInternational Conference on Learning Representations (ICLR), 2025 Woojin Cho Minju Jo Kookjin Lee Noseong Park 229 1 0 11 Jun 2025
DEKC: Data-Enable Control for Tethered Space Robot Deployment in the Presence of Uncertainty via Koopman Operator Theory Ao Jin Qinyi Wang Sijie Wen Ya Liu Ganghui Shen Panfeng Huang Fan Zhang 121 0 0 10 Jun 2025
G-Sim: Generative Simulations with Large Language Models and Gradient-Free Calibration Samuel Holt Max Ruiz Luyten Antonin Berthon M. Schaar 191 3 0 10 Jun 2025
A Survey of Physics-Informed AI for Complex Urban Systems En Xu Huandong Wang Yunke Zhang Sibo Li Yinzhou Tang ... Yuming Lin Yuan Yuan Xiaochen Fan Jingtao Ding Yong Li AI4CE 162 1 0 09 Jun 2025
Fully data-driven inverse hyperelasticity with hyper-network neural ODE fields Vahidullah Tac Amirhossein Amiri-Hezaveh Manuel K Rausch Grace N. Bechtel F. Sahli Costabal A. B. Tepole AI4CE 123 0 0 09 Jun 2025
MIRA: Medical Time Series Foundation Model for Real-World Health Data Hao Li Bowen Deng Chang Xu Zhiyuan Feng Viktor Schlegel ... Yizheng Sun Jingyuan Sun Kailai Yang Yiyao Yu Jiang Bian AI4TS OOD AI4CE 301 2 0 09 Jun 2025
The Catechol Benchmark: Time-series Solvent Selection Data for Few-shot Machine Learning Toby Boyne Juan S. Campos Becky D Langdon Jixiang Qing Yilin Xie ... Kim E. Jelfs Sarah Boyall Thomas M. Dixon Linden Schrecker Jose Pablo Folch 159 2 0 09 Jun 2025
GGBall: Graph Generative Model on Poincaré Ball Tianci Bu Chuanrui Wang Hao Ma Haoren Zheng Xin Lu Tailin Wu 218 0 0 08 Jun 2025
Transient Dynamics in Lattices of Differentiating Ring Oscillators Peter DelMastro Arjun Karuvally Hananel Hazan H. Siegelmann E. Rietman 177 1 0 08 Jun 2025
Transformative or Conservative? Conservation laws for ResNets and Transformers Sibylle Marcotte Rémi Gribonval Gabriel Peyré 216 3 0 06 Jun 2025
FuseUNet: A Multi-Scale Feature Fusion Method for U-like Networks Quansong He Xiangde Min Kaishen Wang Tao He 211 1 0 06 Jun 2025
Diffusion-Based Hierarchical Graph Neural Networks for Simulating Nonlinear Solid Mechanics Tobias Würth Niklas Freymuth Gerhard Neumann Luise Kärger DiffM AI4CE 323 2 0 06 Jun 2025
STARFlow: Scaling Latent Normalizing Flows for High-resolution Image Synthesis Jiatao Gu Tianrong Chen David Berthelot Huangjie Zheng Yuyang Wang Ruixiang Zhang Laurent Dinh Miguel Angel Bautista Josh Susskind Shuangfei Zhai 219 13 0 06 Jun 2025
Exponential Family Variational Flow Matching for Tabular Data Generation Andrés Guzmán-Cordero Floor Eijkelboom Jan-Willem van de Meent 264 5 0 06 Jun 2025
RNE: plug-and-play diffusion inference-time control and energy-based training Jiajun He Jose Miguel Hernandez-Lobato Yuanqi Du Francisco Vargas 430 4 0 06 Jun 2025
Progressive Tempering Sampler with Diffusion Severi Rissanen RuiKang OuYang Jiajun He Wenlin Chen Markus Heinonen Arno Solin José Miguel Hernández-Lobato DiffM 286 5 0 05 Jun 2025
On Fitting Flow Models with Large Sinkhorn Couplings Stephen Zhang Alireza Mousavi-Hosseini Stephen Zhang Marco Cuturi 286 5 0 05 Jun 2025
Feature-Based Lie Group Transformer for Real-World Applications Takayuki Komatsu Yoshiyuki Ohmura Kayato Nishitsunoi Yasuo Kuniyoshi ViT 244 0 0 05 Jun 2025
Neural MJD: Neural Non-Stationary Merton Jump Diffusion for Time Series Prediction Yuanpei Gao Qi Yan Yan Leng Renjie Liao AI4TS 215 0 0 05 Jun 2025
Learning long range dependencies through time reversal symmetry breaking Guillaume Pourcel Maxence Ernoult 331 3 0 05 Jun 2025
Contrastive Flow Matching George Stoica Vivek Ramanujan Xiang Fan Ali Farhadi Ranjay Krishna Judy Hoffman 276 9 0 05 Jun 2025
Physics-Constrained Flow Matching: Sampling Generative Models with Hard Constraints Utkarsh Utkarsh Pengfei Cai Alan Edelman Rafael Gomez-Bombarelli Christopher Rackauckas AI4CE 266 10 0 04 Jun 2025
Learning Optical Flow Field via Neural Ordinary Differential Equation Leyla Mirvakhabova H. Cai Jisoo Jeong Hanno Ackermann F. G. Zanjani Fatih Porikli 165 0 0 03 Jun 2025
Multiple-Frequencies Population-Based Training Waël Doulazmi Auguste Lehuger Marin Toromanoff Valentin Charraut Thibault Buhet Fabien Moutarde 149 2 0 03 Jun 2025
FDSG: Forecasting Dynamic Scene Graphs Yi Yang Yuren Cong Hao Cheng Bodo Rosenhahn Michael Ying Yang AI4TS 231 0 0 02 Jun 2025
Latent Stochastic Interpolants Saurabh Singh Dmitry Lagun DiffM BDL 183 1 0 02 Jun 2025
SPOT-Trip: Dual-Preference Driven Out-of-Town Trip Recommendation Yinghui Liu Hao Miao Guojiang Shen Yan Zhao Xiangjie Kong Ivan Lee 320 0 0 02 Jun 2025
Weight-Space Linear Recurrent Neural Networks Roussel Desmond Nzoyem Nawid Keshtmand Enrique Crespo Fernandez Idriss Tsayem Raúl Santos-Rodríguez David A.W. Barton Tom Deakin 316 0 0 01 Jun 2025
Efficient Regression-Based Training of Normalizing Flows for Boltzmann Generators Danyal Rehman Oscar Davis Jiarui Lu Jian Tang M. Bronstein Yoshua Bengio Alexander Tong A. Bose OOD 195 0 0 01 Jun 2025
CoVoMix2: Advancing Zero-Shot Dialogue Generation with Fully Non-Autoregressive Flow Matching Leying Zhang Y. Qian Xiaofei Wang Manthan Thakker Dongmei Wang ... Haibin Wu Yuxuan Hu Jinyu Li Yanmin Qian Sheng Zhao 246 4 0 01 Jun 2025
Rhythm Controllable and Efficient Zero-Shot Voice Conversion via Shortcut Flow MatchingAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Jialong Zuo Shengpeng Ji Minghui Fang Mingze Li Ziyue Jiang Xize Cheng Xiaoda Yang Chen Feiyang Xinyu Duan Zhou Zhao 196 0 0 01 Jun 2025
Deformable registration and generative modelling of aortic anatomies by auto-decoders and neural ODEs Riccardo Tenderini Luca Pegolotti Fanwei Kong S. Pagani Francesco Regazzoni Alison L. Marsden S. Deparis MedIm AI4CE 164 0 0 01 Jun 2025
A condensing approach to multiple shooting neural ordinary differential equation Siddharth Prabhu Srinivas Rangarajan Mayuresh Kothare 77 0 0 31 May 2025
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025 Qing Li Fauzan Farooqui Zongxiong Chen Derui Zhu Yuxia Wang Congbo Ma Chenyang Lyu Fakhri Karray 226 2 0 30 May 2025
TumorGen: Boundary-Aware Tumor-Mask Synthesis with Rectified Flow Matching Shengyuan Liu Wenting Chen Boyun Zheng W. Pan Xiang Li Yixuan Yuan MedIm 85 0 0 30 May 2025
JAPAN: Joint Adaptive Prediction Areas with Normalising-Flows Eshant English Yingzhen Li 186 1 0 29 May 2025
Hyperbolic-PDE GNN: Spectral Graph Neural Networks in the Perspective of A System of Hyperbolic Partial Differential Equations Juwei Yue Haikuo Li Jiawei Sheng Xiaodong Li Taoyu Su Tingwen Liu Li Guo 193 1 0 29 May 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space Fangyikang Wang Hubery Yin Shaobin Zhuang Huminhao Zhu Yinan Li Lei Qian Chao Zhang Hanbin Zhao Hui Qian Chen Li 178 1 0 29 May 2025
Navigating the Latent Space Dynamics of Neural Models Marco Fumero Luca Moschella Emanuele Rodolà Francesco Locatello 317 2 0 28 May 2025
A comprehensive analysis of PINNs: Variants, Applications, and Challenges Afila Ajithkumar Sophiya Akarsh K Nair S. Maleki S. Krishnababu PINN AI4CE 119 2 0 28 May 2025
ReinFlow: Fine-tuning Flow Matching Policy with Online Reinforcement Learning Tonghe Zhang Chao Yu Sichang Su Yu Wang 449 9 0 28 May 2025