Rio de Janeiro hosts the 2026 International Conference on Learning Representations from April 23 to 27. Apple sponsors the event and presents several new deep learning papers. This participation maintains the company's presence in the academic community. Researchers can expect technical updates on model efficiency and architecture during the sessions.