Sample then Identify: A General Framework for Risk Control and
Assessment in Multimodal Large Language Models

Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models

10 October 2024

Zhiyuan Wang

Feng Zheng

Papers citing "Sample then Identify: A General Framework for Risk Control and Assessment in Multimodal Large Language Models"

4 / 4 papers shown

Title
One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework Feiran Li Qianqian Xu Shilong Bao Zhiyong Yang Xiaochun Cao Qingming Huang DiffM 27 0 0 16 May 2025
Conformal Prediction for Indoor Positioning with Correctness Coverage Guarantees Zhiyi Zhou Hexin Peng Hongyu Long 31 0 0 03 May 2025
Data-Driven Calibration of Prediction Sets in Large Vision-Language Models Based on Inductive Conformal Prediction Yuanchang Ye Weiyan Wen VLM 68 0 0 24 Apr 2025
Conformal Segmentation in Industrial Surface Defect Detection with Statistical Guarantees Cheng Shen Yuewei Liu 35 0 0 24 Apr 2025