Search Results for author: Yunpeng Xu

Found 3 papers, 2 papers with code

Conformal Risk Control for Ordinal Classification

1 code implementation1 May 2024 Yunpeng Xu, Wenge Guo, Zhi Wei

As a natural extension to the standard conformal prediction method, several conformal risk control methods have been recently developed and applied to various learning problems.

Classification Conformal Prediction +2

Conformal Ranked Retrieval

1 code implementation27 Apr 2024 Yunpeng Xu, Wenge Guo, Zhi Wei

Given the wide adoption of ranked retrieval techniques in various information systems that significantly impact our daily lives, there is an increasing need to assess and address the uncertainty inherent in their predictions.

Retrieval

DAD vision: opto-electronic co-designed computer vision with division adjoint method

no code implementations4 Nov 2022 Zihan Zang, Haoqiang Wang, Yunpeng Xu

The miniaturization and mobility of computer vision systems are limited by the heavy computational burden and the size of optical lenses.

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