lyapunov exponent

CIS-BWE: Chaos-Informed Speech Bandwidth Extension ACL 2026 Adversarial Data Augmentation for Single Domain Generalization via Lyapunov Exponent-Guided Optimization ICCV 2025 Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction ICML 2025 Characterizing Dynamical Stability of Stochastic Gradient Descent in Overparameterized Learning JMLR 2025 Flow Matching for Few-Trial Neural Adaptation with Stable Latent Dynamics ICML 2025 Neural ODE Transformers: Analyzing Internal Dynamics and Adaptive Fine-tuning ICLR 2025 DySLIM: Dynamics Stable Learning by Invariant Measure for Chaotic Systems ICML 2024 Enhancing Robustness in Deep Reinforcement Learning: A Lyapunov Exponent Approach NeurIPS 2024 Sparse Spiking Neural Network: Exploiting Heterogeneity in Timescales for Pruning Recurrent SNN ICLR 2024 When are dynamical systems learned from time series data statistically accurate? NeurIPS 2024 Fractal Landscapes in Policy Optimization NeurIPS 2023 Gradient Flossing: Improving Gradient Descent through Dynamic Control of Jacobians NeurIPS 2023 Complexity in Speech and its Relation to Emotional Bond in Therapist-Patient Interactions During Suicide Risk Assessment Interviews Interspeech 2017 On Computational Power and the Order-Chaos Phase Transition in Reservoir Computing NeurIPS 2008