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20242026
most citedParameter-Efficient Fine-Tuning for Pre-Trained Vision Models: A Survey and Benchmark

16 citations · 16 across the 4 of their papers we have counts for

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cs.CV2026

Generation Enhances Understanding in Unified Multimodal Models via Multi-Representation Generation

Zihan Su, Hongyang Wei, Kangrui Cen +4

Unified Multimodal Models (UMMs) integrate both visual understanding and generation within a single framework. Their ultimate aspiration is to create a cycle where understanding an…