Volume Transformer: Revisiting Vanilla Transformers for 3D Scene Understanding
ECCV 2026
Volt partitions the input 3D scene into non-overlapping volumetric patches and embeds each patch into a token with a linear tokenizer. The resulting token sequence is processed by a Transformer encoder with global attention.