News (Page 6) | Liquid AI
Publications
- Leave-one-out Distinguishability in Machine Learning
- Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
- Understanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
- How Structured Data Guides Feature Learning: A Case Study of the Parity Problem
- Drive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models
- Leveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
- Exploring Modern Evolution Strategies in Portfolio Optimization
- Gigastep - One Billion Steps per Second Multi-agent Reinforcement Learning
- Compositional Policy Learning in Stochastic Control Systems with Formal Guarantees
- Convolutional State Space Models for Long-Range Spatiotemporal Modeling
- DiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
- Expressive Sign Equivariant Networks for Spectral Geometric Learning
- HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
- Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
- Laughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
- Learning Efficient Surrogate Dynamic Models with Graph Spline Networks
- On the Size and Approximation Error of Distilled Datasets