Loss functions and constraints improve sea surface height prediction

In order to understand currents, tides and other ocean dynamics, scientists need to accurately capture sea surface height, or ...
IEEE

Mesh-Based Piecewise Affine Abstraction With Polytopic Partitions for Nonlinear Systems

Abstract: This letter considers the problem of piecewise affine abstraction with polytopic partitions of nonlinear systems, i.e., the over-approximation of nonlinear dynamics by a pair of piecewise ...
IEEE

Counter-example guided synthesis of neural network Lyapunov functions for piecewise linear systems

Abstract: We introduce an algorithm for synthesizing and verifying piecewise linear Lyapunov functions to prove global exponential stability of piecewise linear dynamical systems. The Lyapunov ...
GitHub

Conditional image repainting via semantic bridge and piecewise value function (unofficial)

This is the author's unofficial PyTorch implementation. We study Conditional Image Repainting (CIR) to lower the skill barriers of image editing techniques. Conditional content generation refers to ...
GitHub

NVIDIA Context Aware RAG

Context Aware RAG is a flexible library designed to seamlessly integrate into existing data processing workflows to build customized data ingestion and retrieval (RAG) pipelines. With Context Aware ...