Rio de Janeiro hosts the ICLR 2026 conference from April 23 to 27. Apple returns as a sponsor to showcase new deep learning research alongside academic and industrial peers. The event focuses on the latest iterations of representation learning. Practitioners can expect incremental updates on model efficiency and architectural refinements from the lab.