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Optimal Energy Shaping via Neural Approximators., , , , , and . SIAM J. Appl. Dyn. Syst., 21 (3): 2126-2147 (September 2022)Which Shortcut Cues Will DNNs Choose? A Study from the Parameter-Space Perspective., , , , and . ICLR, OpenReview.net, (2022)Differentiable Multiple Shooting Layers., , , , , , and . NeurIPS, page 16532-16544. (2021)Mechanistic Design and Scaling of Hybrid Architectures., , , , , , , , , and 2 other author(s). CoRR, (2024)Learning Stochastic Optimal Policies via Gradient Descent., , , , , and . CoRR, (2021)Monarch Mixer: A Simple Sub-Quadratic GEMM-Based Architecture., , , , , , , , , and . CoRR, (2023)Effectively Modeling Time Series with Simple Discrete State Spaces., , , , , and . ICLR, OpenReview.net, (2023)Stable Neural Flows., , , , , and . CoRR, (2020)Continuous-Depth Neural Models for Dynamic Graph Prediction., , , , , , and . CoRR, (2021)Dissecting Neural ODEs., , , , and . NeurIPS, (2020)