GitHub

PnLCalib: Sports Field Registration via Points and Lines Optimization

Support for Distributed GPU Training for scalable model training across multiple devices. Integration of the WorldPose Dataset as an additional benchmark for training and evaluation. Camera ...

Manifold-Constrained Hyper-Connections: The Architectural Breakthrough That Might Redefine LLM Training

If mHC scales the way early benchmarks suggest, it could reshape how we think about model capacity, compute budgets and the ...
IEEE

Nonlinear Integral-Ameliorated Model for Dynamic Convex Optimization with Perturbance Considered

Abstract: This work presents a nonlinear integral-ameliorated model for handling dynamic optimization problems with affine constraints. They pose a challenge as their optimal solutions evolve with ...
IEEE

Zhang Neural Network Model for Time-Variant Convex Optimization Involving Nonlinear Inequality Constraints With Robotic Application

Abstract: Time-variant convex optimization involving nonlinear inequality constraints (TVCOINICs) is a challenging problem due to the nonlinearity and time-variant nature of its objective function and ...