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Semi-Supervised Learning

2986 directly classified papers

Papers per year

Papers

Semi-Supervision in ASR: Sequential MixMatch and Factorized TTS-Based Augmentation INTERSPEECH 2021
The CSTR System for Multilingual and Code-Switching ASR Challenges for Low Resource Indian Languages INTERSPEECH 2021
Leveraging Non-Target Language Resources to Improve ASR Performance in a Target Language INTERSPEECH 2021
A Deliberation-Based Joint Acoustic and Text Decoder INTERSPEECH 2021
Self-Supervised End-to-End ASR for Low Resource L2 Swedish INTERSPEECH 2021
Low Resource German ASR with Untranscribed Data Spoken by Non-Native Children — INTERSPEECH 2021 Shared Task SPAPL System INTERSPEECH 2021
slimIPL: Language-Model-Free Iterative Pseudo-Labeling INTERSPEECH 2021
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition INTERSPEECH 2021
Binary Classification from Multiple Unlabeled Datasets via Surrogate Set Classification ICML 2021
Simple Conversational Data Augmentation for Semi-supervised Abstractive Dialogue Summarization EMNLP 2021
Quality Estimation without Human-labeled Data EACL 2021
Same Same but DifferNet: Semi-Supervised Defect Detection With Normalizing Flows WACV 2021
On the Learning Dynamics of Semi-Supervised Training for ASR INTERSPEECH 2021
Semi-supervised Sequence Classification through Change Point Detection AAAI 2021
Explanation Consistency Training: Facilitating Consistency-Based Semi-Supervised Learning with Interpretability AAAI 2021
DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021
Task Cooperation for Semi-Supervised Few-Shot Learning AAAI 2021
Contextual Semi-Supervised Learning: An Approach to Leverage Air-Surveillance and Untranscribed ATC Data in ASR Systems INTERSPEECH 2021
Sequence-Level Confidence Classifier for ASR Utterance Accuracy and Application to Acoustic Models INTERSPEECH 2021
End-to-End Rich Transcription-Style Automatic Speech Recognition with Semi-Supervised Learning INTERSPEECH 2021
ALUE: Arabic Language Understanding Evaluation EACL 2021
Improving Adversarial Robustness via Unlabeled Out-of-Domain Data AISTATS 2021
Joint Negative and Positive Learning for Noisy Labels CVPR 2021
MUSCLE: Strengthening Semi-Supervised Learning via Concurrent Unsupervised Learning Using Mutual Information Maximization WACV 2021
Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning AAAI 2021