latent dynamics

Modeling Latent Neural Dynamics with Gaussian Process Switching Linear Dynamical Systems NeurIPS 2024 Neural Embeddings Rank: Aligning 3D latent dynamics with movements NeurIPS 2024 Parsing neural dynamics with infinite recurrent switching linear dynamical systems ICLR 2024 Reinforcement Learning Under Latent Dynamics: Toward Statistical and Algorithmic Modularity NeurIPS 2024 Rich-Observation Reinforcement Learning with Continuous Latent Dynamics ICML 2024 Simplifying Latent Dynamics with Softly State-Invariant World Models NeurIPS 2024 Extraction and Recovery of Spatio-Temporal Structure in Latent Dynamics Alignment with Diffusion Models NeurIPS 2023 Imagine the Unseen World: A Benchmark for Systematic Generalization in Visual World Models NeurIPS 2023 Learning Sequential Acquisition Policies for Robot-Assisted Feeding CoRL 2023 Neural Continuous-Discrete State Space Models for Irregularly-Sampled Time Series ICML 2023 Neural Lad: A Neural Latent Dynamics Framework for Times Series Modeling NeurIPS 2023 Physics-enhanced Gaussian Process Variational Autoencoder L4DC 2023 TactileVAD: Geometric Aliasing-Aware Dynamics for High-Resolution Tactile Control CoRL 2023 Constrained Contrastive Reinforcement Learning ACML 2022 Extracting computational mechanisms from neural data using low-rank RNNs NeurIPS 2022 iLQR-VAE : control-based learning of input-driven dynamics with applications to neural data ICLR 2022 Learning Robust Dynamics through Variational Sparse Gating NeurIPS 2022 Masked World Models for Visual Control CoRL 2022 Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video AAAI 2022 Provably sample-efficient RL with side information about latent dynamics NeurIPS 2022 Control-Aware Representations for Model-based Reinforcement Learning ICLR 2021 Deep Conservation: A Latent-Dynamics Model for Exact Satisfaction of Physical Conservation Laws AAAI 2021 Deep inference of latent dynamics with spatio-temporal super-resolution using selective backpropagation through time NeurIPS 2021 Entropic Desired Dynamics for Intrinsic Control NeurIPS 2021 Forecasting Reservoir Inflow via Recurrent Neural ODEs AAAI 2021