occlusions

MemLearner proposes a learning-based adaptive context query method using query tokens to improve scene consistency and memory in video world models, particularly for long sequences with occlusions and dynamic objects.

SAM 3D Animal introduces a promptable framework for multi-animal 3D reconstruction from single images in the wild, built on the SMAL+ model, achieving state-of-the-art results on multiple datasets.