Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability

27 September 2022

Papers citing "Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability"

9 / 9 papers shown

Title
Enhancing Sample Utilization in Noise-Robust Deep Metric Learning With Subgroup-Based Positive-Pair Selection Zhipeng Yu Qianqian Xu Yangbangyan Jiang Yingfei Sun Qingming Huang NoLa 69 0 0 19 Jan 2025
Not All Pairs are Equal: Hierarchical Learning for Average-Precision-Oriented Video Retrieval Yang Liu Qianqian Xu Peisong Wen Siran Dai Qingming Huang 33 0 0 22 Jul 2024
U-Trustworthy Models.Reliability, Competence, and Confidence in Decision-Making Ritwik Vashistha Arya Farahi 16 1 0 04 Jan 2024
DRAUC: An Instance-wise Distributionally Robust AUC Optimization Framework Siran Dai Qianqian Xu Zhiyong Yang Xiaochun Cao Qingming Huang 17 1 0 06 Nov 2023
When Measures are Unreliable: Imperceptible Adversarial Perturbations toward Top- $k$ Multi-Label Learning Yuchen Sun Qianqian Xu Zitai Wang Qingming Huang AAML 22 1 0 27 Jul 2023
Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval A. Brown Weidi Xie Vicky Kalogeiton Andrew Zisserman 31 163 0 23 Jul 2020
Linear Convergence of Gradient and Proximal-Gradient Methods Under the Polyak-Łojasiewicz Condition Hamed Karimi J. Nutini Mark W. Schmidt 119 1,194 0 16 Aug 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 282 39,170 0 01 Sep 2014
On the Consistency of AUC Pairwise Optimization Wei Gao Zhi-Hua Zhou 61 123 0 03 Aug 2012