conftrace_

unlabeled datum

120 papers

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Co-occurring keywords

semi-supervised learning (2341) text classification (6793) transfer learning (5449) domain adaptation (4595) data augmentation (3052) unlabeled data (7) binary classification (678) representation learning (6206) consistency regularization (150) knowledge distillation (3725)

Papers

FlatMatch: Bridging Labeled Data and Unlabeled Data with Cross-Sharpness for Semi-Supervised Learning NIPS 2023
Tsingriver at SemEval-2023 Task 10: Labeled Data Augmentation in Consistency Training SEMEVAL 2023
Estimating Large Language Model Capabilities without Labeled Test Data EMNLP 2023
CAFA: Class-Aware Feature Alignment for Test-Time Adaptation ICCV 2023
(Almost) Provable Error Bounds Under Distribution Shift via Disagreement Discrepancy NIPS 2023
Regression with Label Permutation in Generalized Linear Model ICML 2023
Enhancing Few-Shot Image Classification With Unlabelled Examples WACV 2022
USB: A Unified Semi-supervised Learning Benchmark for Classification NIPS 2022
Learning from Noisy Pairwise Similarity and Unlabeled Data JMLR 2022
Multi-class Classification from Multiple Unlabeled Datasets with Partial Risk Regularization ACML 2022
Safe-Student for Safe Deep Semi-Supervised Learning With Unseen-Class Unlabeled Data CVPR 2022
Weighted Distillation with Unlabeled Examples NIPS 2022
How to Leverage Unlabeled Data in Offline Reinforcement Learning ICML 2022
Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization EMNLP 2022
Unlabeled Data Help: Minimax Analysis and Adversarial Robustness AISTATS 2022
Why Do Artificially Generated Data Help Adversarial Robustness NIPS 2022
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification ICML 2021
Learning from Similarity-Confidence Data ICML 2021
Incorporating Unlabeled Data into Distributionally Robust Learning JMLR 2021
Online Active Model Selection for Pre-trained Classifiers AISTATS 2021
PULNS: Positive-Unlabeled Learning with Effective Negative Sample Selector AAAI 2021
Backtranslation in Neural Morphological Inflection EMNLP 2021
Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021
Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021
Dynamic Distillation Network for Cross-Domain Few-Shot Recognition with Unlabeled Data NIPS 2021