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Steven668866/AdaCoVT-Experiments

AdaCoVT: Causal Analysis of Latent Perception Tokens in Vision-Language Models This repository contains the complete experimental data, scripts, and checkpoints for our study on the causal role of perception expert tokens in CoVT (Chain-of-Visual-Thought). We investigate when and why SAM, Depth, and DINO expert tokens matter during visual reasoning, and demonstrate that their utility is sparse, K-vector-mediated, and amenable to efficient routing. What This Project… See the full description on the dataset page: https://huggingface.co/datasets/Steven668866/AdaCoVT-Experiments.

Author / organizationSteven668866
Downloads673 (as reported by Hugging Face)
Likes0
Created5 June 2026
Last updated at source15 June 2026
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