Query Independent Variable Rate Visual Token Coding
This work introduces RDTok, a visual token compression method that solves an allocation problem exactly. Instead of just selecting tokens, it assigns a specific rate to every token based on measured distortion-rate curves. This creates a query-independent representation that performs better than existing methods when the compressed image must answer different questions.