MUMBAI, India, July 7 -- Intellectual Property India has published a patent application (202441104382 A) filed by Mercedes-Benz Group AG on December 30, 2024, for System And Method For Location Specific Fine-Tuning Of Road Generation Network.
Inventors include Florian Ries; Parth Panchal; Hitul Desai; Bharath Bhat; and Laxmi Kant Sahoo.
The application for the patent was published on July 03, 2026, under issue no. 27/2026.
Abstract: [0083] Abstract SYSTEM AND METHOD FOR LOCATION SPECIFIC FINE-TUNING OF ROAD GENERATION NETWORK The present disclosure describes location-specific finetuning system (200) and method (700) for generating a road representation for a road generation network. The method (700) 5 comprises obtaining (704) a pre-stored parameter set of a map tile corresponding to the current location of the vehicle (104). The pre-stored parameter set comprises one or more optimized hyperparameters and a Low Rank Adaptation (LoRA) weight parameter. The method (700) further comprises reconfiguring (706) for the map tile, the LoRA weight parameter based on the one or more optimized hyperparameters. The reconfiguring (706) further comprises 10 computing the reconfigured LoRA weight parameter based on one or more LoRA weight values. The method (700) further comprises updating (714) a road generation network model based on the reconfigured LoRA weight parameter, for generating the road representation. Fig. 7
Disclaimer: Curated by HT Syndication.
