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 technical advancements in representation learning. Practitioners can expect new papers on model efficiency and architecture from the company's machine learning labs.