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label noise

498 papers

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Co-occurring keywords

noisy label (321) noisy label learning (163) deep neural network (1803) semi-supervised learning (2341) weakly supervised learning (1328) text classification (6793) image classification (1944) data augmentation (3052) representation learning (6206) active learning (1301)

Papers

Bi-Level Optimization for Semi-Supervised Learning with Pseudo-Labeling AAAI 2025
The Impact Label Noise and Choice of Threshold has on Cross-Entropy and Soft-Dice in Image Segmentation CVPR 2025
Label Noise Correction via Fuzzy Learning Machine AAAI 2025
AdaCo: Overcoming Visual Foundation Model Noise in 3D Semantic Segmentation via Adaptive Label Correction AAAI 2025
SAP: Corrective Machine Unlearning with Scaled Activation Projection for Label Noise Robustness AAAI 2025
RepFace: Refining Closed-Set Noise with Progressive Label Correction for Face Recognition AAAI 2025
Structural Entropy Guided Probabilistic Coding AAAI 2025
Noisy Label Calibration for Multi-View Classification AAAI 2025
RoDA: Robust Domain Alignment for Cross-Domain Retrieval Against Label Noise AAAI 2025
LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data IJCAI 2025
Distribution-Consistency-Guided Multi-modal Hashing AAAI 2025
Navigating Label Ambiguity for Facial Expression Recognition in the Wild AAAI 2025
DynClean: Training Dynamics-based Label Cleaning for Distantly-Supervised Named Entity Recognition NAACL 2025
Theory-Inspired Deep Multi-View Multi-Label Learning with Incomplete Views and Noisy Labels CVPR 2025
Enhancing Noise-Robust Losses for Large-Scale Noisy Data Learning AAAI 2025
Optimized Gradient Clipping for Noisy Label Learning AAAI 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels IJCNLP 2025
Revisiting Weak-to-Strong Generalization in Theory and Practice: Reverse KL vs. Forward KL ACL 2025
D2SP: Dynamic Dual-Stage Purification Framework for Dual Noise Mitigation in Vision-based Affective Recognition. CVPR 2025
Accurate Scene Text Recognition with Efficient Model Scaling and Cloze Self-Distillation CVPR 2025
Reason to Rote: Rethinking Memorization in Reasoning EMNLP 2025
Zero-Shot Grammar Competency Estimation Using Large Language Model Generated Pseudo Labels AACL 2025
Adaptive Deep Learning from Crowds IJCAI 2025
Label Convergence: Defining an Upper Performance Bound in Object Recognition through Contradictory Annotations WACV 2025
A Method for Enhancing Generalization of Adam by Multiple Integrations AAAI 2025