Confidence-aware Contrastive Learning for Selective Classification

Confidence-aware Contrastive Learning for Selective Classification

7 June 2024

Chao Qian

Papers citing "Confidence-aware Contrastive Learning for Selective Classification"

4 / 4 papers shown

Title
Improving Multi-Label Contrastive Learning by Leveraging Label Distribution Ning Chen Shen-Huan Lyu Tian-Shuang Wu Yanyan Wang Bin Tang 58 0 0 31 Jan 2025
SelectLLM: Query-Aware Efficient Selection Algorithm for Large Language Models Kaushal Kumar Maurya KV Aditya Srivatsa Ekaterina Kochmar 38 2 0 16 Aug 2024
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 276 5,660 0 05 Dec 2016
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,136 0 06 Jun 2015