conftrace_

sample selection

107 papers

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Co-occurring keywords

active learning (1301) label noise (498) noisy label (321) semi-supervised learning (2341) large language model (13587) noisy label learning (163) data augmentation (3052) knowledge distillation (3725) text classification (6793) image classification (1944)

Papers

Agreement-Discrepancy-Selection: Active Learning with Progressive Distribution Alignment AAAI 2021
Sample Selection for Universal Domain Adaptation AAAI 2021
Sample Selection for Fair and Robust Training NIPS 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP IJCNLP 2021
A Unified Sample Selection Framework for Output Noise Filtering: An Error-Bound Perspective JMLR 2021
Jo-SRC: A Contrastive Approach for Combating Noisy Labels CVPR 2021
DualGraph: A Graph-Based Method for Reasoning About Label Noise CVPR 2021
GOAL: Gist-set Online Active Learning for Efficient Chest X-ray Image Annotation MIDL 2021
FINE Samples for Learning with Noisy Labels NIPS 2021
Model Uncertainty Guides Visual Object Tracking AAAI 2021
One for More: Selecting Generalizable Samples for Generalizable ReID Model AAAI 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021
Selective Knowledge Distillation for Neural Machine Translation ACL 2021
Debiased Subjective Assessment of Real-World Image Enhancement CVPR 2021
Selective Knowledge Distillation for Neural Machine Translation IJCNLP 2021
Minimizing Annotation Effort via Max-Volume Spectral Sampling EMNLP 2021
Learning to Selectively Learn for Weakly-supervised Paraphrase Generation EMNLP 2021
Asking the Right Questions to the Right Users: Active Learning with Imperfect Oracles AAAI 2020
On Deep Unsupervised Active Learning IJCAI 2020
Bridging the Gap Between Anchor-Based and Anchor-Free Detection via Adaptive Training Sample Selection CVPR 2020
Searching to Exploit Memorization Effect in Learning with Noisy Labels ICML 2020
Choosing the Sample with Lowest Loss makes SGD Robust AISTATS 2020
Active Generative Adversarial Network for Image Classification AAAI 2019
Libra R-CNN: Towards Balanced Learning for Object Detection CVPR 2019
When Samples Are Strategically Selected ICML 2019