Rio de Janeiro hosts the ICLR 2026 conference from April 23 to 27. Apple sponsors the event and presents a suite of new deep learning research papers. This participation maintains the company's visibility in the academic community. Practitioners should monitor the specific technical releases for new architectural optimizations or training efficiencies.