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Workshop
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Neural ODEs as a discovery tool to characterize the structure of the hot galactic wind of M82
Dustin Nguyen · Yuan-Sen Ting · Todd Thompson · Sebastian Lopez · Laura Lopez
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Workshop
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Causal Graph ODE: Continuous Treatment Effect Modeling in Multi-agent Dynamical Systems
Zijie Huang · Jeehyun Hwang · Junkai Zhang · Jinwoo Baik · Weitong ZHANG · Quanquan Gu · Dominik Wodarz · Yizhou Sun · Wei Wang
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Workshop
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ODESolvers are also Wayfinders: Neural ODEs for Multi-Agent Pathplanning
Progyan Das · Dwip Dalal
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Workshop
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Investigating the Adversarial Robustness of Density Estimation Using the Probability Flow ODE
Marius Arvinte · Cory Cornelius · Jason Martin · Nageen Himayat
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Workshop
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Towards Optimal Network Depths: Control-Inspired Acceleration of Training and Inference in Neural ODEs
Keyan Miao · Konstantinos Gatsis
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Workshop
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Data-Driven Neural-ODE Modeling for Breast Cancer Tumor Dynamics and Progression-Free Survival Predictions
Jinlin Xiang · Bozhao Qi · Qi Tang · Marc Cerou · Wei Zhao
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Workshop
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Sat 7:30
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Effective Latent Differential Equation Models via Attention and Multiple Shooting
Germán Abrevaya · Mahta Ramezanian-Panahi · Jean-Christophe Gagnon-Audet · Pablo Polosecki · Irina Rish · Silvina Ponce Dawson · Guillermo Cecchi · Guillaume Dumas
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Workshop
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Sat 12:30
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Neural ODEs and Flows to generate cell fate and regulatory network rewiring
Smita Krishnaswamy
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Poster
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Wed 15:00
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Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation
Shutong Ding · Tianyu Cui · Jingya Wang · Ye Shi
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Poster
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Tue 8:45
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The probability flow ODE is provably fast
Sitan Chen · Sinho Chewi · Holden Lee · Yuanzhi Li · Jianfeng Lu · Adil Salim
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Poster
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Tue 15:15
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DPM-Solver-v3: Improved Diffusion ODE Solver with Empirical Model Statistics
Kaiwen Zheng · Cheng Lu · Jianfei Chen · Jun Zhu
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Poster
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Wed 15:00
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Convergence analysis of ODE models for accelerated first-order methods via positive semidefinite kernels
Jungbin Kim · Insoon Yang
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