2025
Beyond [cls]: Exploring the True Potential of Masked Image Modeling Representations
ICCV 2025poster
Masked Image Modeling (MIM) has emerged as a promising approach for Self-Supervised Learning (SSL) of visual representations. However, the out-of-the-box performance of MIMs is typically inferior to competing approaches. Most users cannot afford fine-tuning due to the need for large amounts of data,…