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Self-Supervised Learning

8255 directly classified papers

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Papers

Self-Supervised Representations Improve End-to-End Speech Translation INTERSPEECH 2020
Pretrained Semantic Speech Embeddings for End-to-End Spoken Language Understanding via Cross-Modal Teacher-Student Learning INTERSPEECH 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
Generative Pretraining From Pixels ICML 2020
Segment Aggregation for Short Utterances Speaker Verification Using Raw Waveforms INTERSPEECH 2020
Investigating Self-Supervised Pre-Training for End-to-End Speech Translation INTERSPEECH 2020
Learning Contextual Language Embeddings for Monaural Multi-Talker Speech Recognition INTERSPEECH 2020
Intrinsic Reward Driven Imitation Learning via Generative Model ICML 2020
Planning to Explore via Self-Supervised World Models ICML 2020
Just Go With the Flow: Self-Supervised Scene Flow Estimation CVPR 2020
Diverse Image Generation via Self-Conditioned GANs CVPR 2020
End-to-End Learning of Visual Representations From Uncurated Instructional Videos CVPR 2020
Sequence-Level Self-Learning with Multiple Hypotheses INTERSPEECH 2020
Stochastic Convolutional Recurrent Networks for Language Modeling INTERSPEECH 2020
Learning Speaker Embedding from Text-to-Speech INTERSPEECH 2020
Learning Better Speech Representations by Worsening Interference INTERSPEECH 2020
Noise Tokens: Learning Neural Noise Templates for Environment-Aware Speech Enhancement INTERSPEECH 2020
Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection INTERSPEECH 2020
Which *BERT? A Survey Organizing Contextualized Encoders EMNLP 2020
Acquiring language from speech by learning to remember and predict CONLL 2020
Plan ahead: Self-Supervised Text Planning for Paragraph Completion Task EMNLP 2020
Keypoints into the Future: Self-Supervised Correspondence in Model-Based Reinforcement Learning CORL 2020
Towards Robotic Assembly by Predicting Robust, Precise and Task-oriented Grasps CORL 2020
Learning from Suboptimal Demonstration via Self-Supervised Reward Regression CORL 2020
Visual Imitation Made Easy CORL 2020