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04.22.2024NewsLiquid at ICLR 2024
04.05.2024PublicationsGrowing Q-Networks: Solving Continuous Control Tasks with Adaptive Control Resolution
02.27.2024NewsLaunch of Collaboration with Liquid AI to Develop Edge AI Solution
01.16.2024PublicationsCOCO-Periph: Bridging the Gap Between Human and Machine Perception in the Periphery
01.16.2024PublicationsGraph Metanetworks for Processing Diverse Neural Architectures
01.16.2024PublicationsLeave-one-out Distinguishability in Machine Learning
01.16.2024PublicationsLeveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
01.16.2024PublicationsUnderstanding Reconstruction Attacks with the Neural Tangent Kernel and Dataset Distillation
01.12.2024NewsLiquid AI announces collaboration with Capgemini to build next-generation AI solutions for enterprises
12.09.2023NewsLiquid at NeurIPS 2023
12.06.2023NewsLiquid AI: A New Generation of AI Models from First Principles
12.06.2023External articleLiquid AI, a new MIT spinoff, wants to build an entirely new type of AI
11.06.2023PublicationsHow Structured Data Guides Feature Learning: A Case Study of the Parity Problem
11.05.2023PublicationsDrive Anywhere: Generalizable End-to-end Autonomous Driving with Multi-modal Foundation Models
10.27.2023PublicationsLeveraging Low-Rank and Sparse Recurrent Connectivity for Robust Closed-Loop Control
10.26.2023PublicationsExploring Modern Evolution Strategies in Portfolio Optimization
09.25.2023PublicationsGigastep - One Billion Steps per Second Multi-agent Reinforcement Learning
09.21.2023PublicationsCompositional Policy Learning in Stochastic Control Systems with Formal Guarantees
09.21.2023PublicationsConvolutional State Space Models for Long-Range Spatiotemporal Modeling
09.21.2023PublicationsDiffuseBot: Breeding Soft Robots With Physics-Augmented Generative Diffusion Models
09.21.2023PublicationsExpressive Sign Equivariant Networks for Spectral Geometric Learning
09.21.2023PublicationsHyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
09.21.2023PublicationsImproving *day-ahead* Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context
09.21.2023PublicationsLaughing Hyena Distillery: Extracting Compact Recurrences From Convolutions
09.21.2023PublicationsLearning Efficient Surrogate Dynamic Models with Graph Spline Networks
09.21.2023PublicationsOn the Size and Approximation Error of Distilled Datasets