MUMBAI, India, Aug. 12 -- Intellectual Property India has published a patent application (202641094554 A) filed by Cmr College Of Engineering & Technology; Cmr Institute Of Technology; and Cmr Technical Campus on August 04, 2026, for System And Method For Semantic Drift Compensation In Long-Horizon Sequence Modeling Networks.
Inventors include Dr. Y. Ambica; A. Himabindu; Mrs K Suma; M Mounika; Dr K Mahesh; and V Rajesh.
The application for the patent was published on August 07, 2026, under issue no. 32/2026.
Abstract: A system 100 for semantic drift compensation in long-horizon sequence modeling networks is disclosed. The system includes a sequence acquisition module (102) configured to receive sequential input data. The system includes a preprocessing and contextual normalization module (104) configured to generate normalized sequence representations from the sequential input data. The system includes a semantic representation generation engine (106) configured to generate hierarchical semantic representations corresponding to the normalized sequence representations. The system includes a hierarchical contextual memory (108) configured to store contextual reference representations associated with the hierarchical semantic representations. The system includes a semantic drift estimation engine (110) configured to determine semantic drift indicators by comparing the hierarchical semantic representations with the contextual reference representations. The system includes a semantic compensation engine (112) configured to generate one or more semantic compensation representations based on the semantic drift indicators for refining the hierarchical semantic representations.
Disclaimer: Curated by HT Syndication.
