conftrace_

noisy label detection

16 papers

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Co-occurring keywords

label noise (498) noisy label (321) deep neural network (1803) noise detection (26) parameter-efficient fine-tuning (736) sample selection (107) text classification (6793) semi-supervised learning (2341) representation learning (6206) textual prompt (8)

Papers

Weed Out, Then Harvest: Dual Low-Rank Adaptation is an Effective Noisy Label Detector for Noise-Robust Learning ACL 2025
CONC: Complex-noise-resistant Open-set Node Classification with Adaptive Noise Detection IJCAI 2024
CEC: A Noisy Label Detection Method for Speaker Recognition INTERSPEECH 2024
Learning Discriminative Dynamics with Label Corruption for Noisy Label Detection CVPR 2024
Open-Set Facial Expression Recognition AAAI 2024
Vision-Language Models are Strong Noisy Label Detectors NIPS 2024
Delving into Noisy Label Detection with Clean Data ICML 2023
Label-Noise Learning with Intrinsically Long-Tailed Data ICCV 2023
Learning to Detect Noisy Labels Using Model-Based Features EMNLP 2022
Noisy Label Regularisation for Textual Regression COLING 2022
Scalable Penalized Regression for Noise Detection in Learning With Noisy Labels CVPR 2022
PNP: Robust Learning From Noisy Labels by Probabilistic Noise Prediction CVPR 2022
CS-Shapley: Class-wise Shapley Values for Data Valuation in Classification NIPS 2022
Multi-Objective Interpolation Training for Robustness To Label Noise CVPR 2021
HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks AAAI 2021
O2U-Net: A Simple Noisy Label Detection Approach for Deep Neural Networks ICCV 2019