conftrace_

noise correction

16 papers

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Co-occurring keywords

label noise (498) noisy label (321) text classification (6793) noisy label correction (8) noisy label learning (163) class-conditional noise (10) training noise (2) noise filtering (20) domain adaptation (4595) segment anything model (118)

Papers

Label Noise Correction via Fuzzy Learning Machine AAAI 2025
How to Learn in a Noisy World? Self-Correcting the Real-World Data Noise in Machine Translation NAACL 2025
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction AAAI 2025
IWBVT: Instance Weighting-based Bias-Variance Trade-off for Crowdsourcing NIPS 2024
Connectivity-Driven Pseudo-Labeling Makes Stronger Cross-Domain Segmenters NIPS 2024
Which Is More Effective in Label Noise Cleaning, Correction or Filtering? AAAI 2024
Noisy Pair Corrector for Dense Retrieval EMNLP 2023
Learning to Correct Noisy Labels for Fine-Grained Entity Typing via Co-Prediction Prompt Tuning EMNLP 2023
Adaptive Textual Label Noise Learning based on Pre-trained Models EMNLP 2023
NewsPanda: Media Monitoring for Timely Conservation Action AAAI 2023
Fine-Grained Classification With Noisy Labels CVPR 2023
Noise-Robust Learning from Multiple Unsupervised Sources of Inferred Labels AAAI 2022
Learning from Noisy Labels with No Change to the Training Process ICML 2021
Label Noise in Context ACL 2020
Learning Domain Terms - Empirical Methods to Enhance Enterprise Text Analytics Performance COLING 2020
Using Trusted Data to Train Deep Networks on Labels Corrupted by Severe Noise NIPS 2018