From Tokens to Trajectories: Parameter-Efficient Continuous Adaptation of Unified Multimodal Models

Gayatri Deshmukh, Onkar Susladkar, Adheesh Juvekar +2

While discrete tokenization in Unified Multimodal Models (UMMs) establishes strong semantic reasoning, it introduces a strict quantization bottleneck that degrades fine-grained vis…