Constrained Instance and Class Reweighting for Robust Learning under Label Noise

9 November 2021

Papers citing "Constrained Instance and Class Reweighting for Robust Learning under Label Noise"

13 / 13 papers shown

Title
Adaptive Deviation Learning for Visual Anomaly Detection with Data Contamination Anindya Sundar Das Guansong Pang M. Bhuyan 36 0 0 14 Nov 2024
Distributionally Robust Post-hoc Classifiers under Prior Shifts Jiaheng Wei Harikrishna Narasimhan Ehsan Amid Wenjun Chu Yang Liu Abhishek Kumar OOD 50 16 0 16 Sep 2023
Stochastic Re-weighted Gradient Descent via Distributionally Robust Optimization Ramnath Kumar Kushal Majmundar Dheeraj M. Nagaraj A. Suggala ODL 29 6 0 15 Jun 2023
Dynamics-Aware Loss for Learning with Label Noise Xiu-Chuan Li Xiaobo Xia Fei Zhu Tongliang Liu Xu-Yao Zhang Cheng-Lin Liu NoLa AI4CE 35 6 0 21 Mar 2023
SLaM: Student-Label Mixing for Distillation with Unlabeled Examples Vasilis Kontonis Fotis Iliopoulos Khoa Trinh Cenk Baykal Gaurav Menghani Erik Vee 32 7 0 08 Feb 2023
Weighted Distillation with Unlabeled Examples Fotis Iliopoulos Vasilis Kontonis Cenk Baykal Gaurav Menghani Khoa Trinh Erik Vee 14 12 0 13 Oct 2022
To Aggregate or Not? Learning with Separate Noisy Labels Jiaheng Wei Zhaowei Zhu Tianyi Luo Ehsan Amid Abhishek Kumar Yang Liu NoLa 41 37 0 14 Jun 2022
Detecting Label Errors by using Pre-Trained Language Models Derek Chong Jenny Hong Christopher D. Manning NoLa 40 21 0 25 May 2022
Solving Inverse Problems with NerfGANs Giannis Daras Wenqing Chu Abhishek Kumar Dmitry Lagun A. Dimakis 3DV 29 6 0 16 Dec 2021
To Smooth or Not? When Label Smoothing Meets Noisy Labels Jiaheng Wei Hangyu Liu Tongliang Liu Gang Niu Masashi Sugiyama Yang Liu NoLa 32 69 0 08 Jun 2021
Correlated Input-Dependent Label Noise in Large-Scale Image Classification Mark Collier Basil Mustafa Efi Kokiopoulou Rodolphe Jenatton Jesse Berent NoLa 181 53 0 19 May 2021
Attentional-Biased Stochastic Gradient Descent Q. Qi Yi Tian Xu R. L. Jin W. Yin Tianbao Yang ODL 26 12 0 13 Dec 2020
Combating noisy labels by agreement: A joint training method with co-regularization Hongxin Wei Lei Feng Xiangyu Chen Bo An NoLa 319 498 0 05 Mar 2020