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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

Automatic Argument Quality Assessment - New Datasets and Methods EMNLP 2019
Learning Uniform Semantic Features for Natural Language and Programming Language Globally, Locally and Sequentially AAAI 2019
Data-Distortion Guided Self-Distillation for Deep Neural Networks AAAI 2019
Finding Generalizable Evidence by Learning to Convince Q&A Models IJCNLP 2019
A Robust Self-Learning Framework for Cross-Lingual Text Classification IJCNLP 2019
Mask-Predict: Parallel Decoding of Conditional Masked Language Models IJCNLP 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers IJCNLP 2019
Combining Unsupervised Pre-training and Annotator Rationales to Improve Low-shot Text Classification IJCNLP 2019
Investigating Dynamic Routing in Tree-Structured LSTM for Sentiment Analysis IJCNLP 2019
Neural Collaborative Subspace Clustering ICML 2019
A Recurrent Neural Cascade-based Model for Continuous-Time Diffusion ICML 2019
ARSM: Augment-REINFORCE-Swap-Merge Estimator for Gradient Backpropagation Through Categorical Variables ICML 2019
Self-Supervised Exploration via Disagreement ICML 2019
Learning Context-dependent Label Permutations for Multi-label Classification ICML 2019
Curiosity-Bottleneck: Exploration By Distilling Task-Specific Novelty ICML 2019
EMI: Exploration with Mutual Information ICML 2019
Learning from a Learner ICML 2019
Masking by Moving: Learning Distraction-Free Radar Odometry from Pose Information CORL 2019
Disentangling Style Factors from Speaker Representations INTERSPEECH 2019
Evaluating Audiovisual Source Separation in the Context of Video Conferencing INTERSPEECH 2019
Autoencoder-Based Semi-Supervised Curriculum Learning for Out-of-Domain Speaker Verification INTERSPEECH 2019
Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition INTERSPEECH 2019
Improving Action Localization by Progressive Cross-Stream Cooperation CVPR 2019
Multi-view Spectral Clustering Network IJCAI 2019
Pyramid Memory Block and Timestep Attention for Speech Emotion Recognition INTERSPEECH 2019