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Self-Supervised Learning

3,224 papers

Papers per year

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Papers

SMRT Chatbots: Improving Non-Task-Oriented Dialog with Simulated Multiple Reference Training EMNLP 2020
Guiding Attention for Self-Supervised Learning with Transformers EMNLP 2020
Acquiring language from speech by learning to remember and predict EMNLP 2020
Learning to ground medical text in a 3D human atlas EMNLP 2020
“LazImpa”: Lazy and Impatient neural agents learn to communicate efficiently EMNLP 2020
Cloze Distillation: Improving Neural Language Models with Human Next-Word Prediction EMNLP 2020
Label-Efficient Training for Next Response Selection EMNLP 2020
Facebook AI’s WMT20 News Translation Task Submission EMNLP 2020
An Iterative Knowledge Transfer NMT System for WMT20 News Translation Task EMNLP 2020
Improving Parallel Data Identification using Iteratively Refined Sentence Alignments and Bilingual Mappings of Pre-trained Language Models EMNLP 2020
The NITS-CNLP System for the Unsupervised MT Task at WMT 2020 EMNLP 2020
Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning ICML 2020
Compressive sensing with un-trained neural networks: Gradient descent finds a smooth approximation ICML 2020
CURL: Contrastive Unsupervised Representations for Reinforcement Learning ICML 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
InfoGAN-CR and ModelCentrality: Self-supervised Model Training and Selection for Disentangling GANs ICML 2020
How recurrent networks implement contextual processing in sentiment analysis ICML 2020
Revisiting Training Strategies and Generalization Performance in Deep Metric Learning ICML 2020
Self-Attentive Hawkes Process ICML 2020
Learning Interpretable Representations with Informative Entanglements IJCAI 2020
On Deep Unsupervised Active Learning IJCAI 2020
Mutual Information Estimation using LSH Sampling IJCAI 2020
CDIMC-net: Cognitive Deep Incomplete Multi-view Clustering Network IJCAI 2020
Semantic Mask for Transformer Based End-to-End Speech Recognition INTERSPEECH 2020
Self-Supervised Pre-Training with Acoustic Configurations for Replay Spoofing Detection INTERSPEECH 2020