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Martin Tin

Affiliation:

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Computer Vision (1)Inference & Quantization (1)Multimodal Models (1)

Frequent co-authors

Tianhao Fu (1)Austin Wang (1)Charles Chen (1)Roby Aldave-Garza (1)Victor Xie (1)Xiyue Jiao (1)Yucheng Chen (1)

Papers (1)

Oct 13, 2026

Tianhao Fu +75d ago·also Affiliation:

Just Respect the Semantics: Image-Token Compression via Pre-LLM Semantic Variable-Resolution Tokenization and In-LLM Relevance Pruning

Image tokens can be compressed by 94% by prioritizing semantic detail over spatial uniformity, unlocking efficient vision-language models.

Tianhao Fu, Austin Wang, Charles Chen +5

Computer Vision Inference & Quantization Multimodal Models