@article{overcomingsemanticdilutionintransformer, title = {Overcoming Semantic Dilution in Transformer-Based Next Frame Prediction}, author = {Hy Nguyen and Srikanth Thudumu and Hung Du and Rajesh Vasa and Kon Mouzakis}, year = {2025}, eprint = {2501.16753}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.16753v1}, }