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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

CASE: Context-Aware Semantic Expansion AAAI 2020
Hierarchical Reinforcement Learning for Open-Domain Dialog AAAI 2020
Generating Persona Consistent Dialogues by Exploiting Natural Language Inference AAAI 2020
Attractive or Faithful? Popularity-Reinforced Learning for Inspired Headline Generation AAAI 2020
End-to-End Bootstrapping Neural Network for Entity Set Expansion AAAI 2020
Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract) AAAI 2020
Masking Orchestration: Multi-Task Pretraining for Multi-Role Dialogue Representation Learning AAAI 2020
Revisiting Image Aesthetic Assessment via Self-Supervised Feature Learning AAAI 2020
Long-Short Term Masking Transformer: A Simple but Effective Baseline for Document-level Neural Machine Translation EMNLP 2020
TX-Ray: Quantifying and Explaining Model-Knowledge Transfer in (Un-)Supervised NLP UAI 2020
Vector-Quantized Neural Networks for Acoustic Unit Discovery in the ZeroSpeech 2020 Challenge INTERSPEECH 2020
Affective Conditioning on Hierarchical Attention Networks Applied to Depression Detection from Transcribed Clinical Interviews INTERSPEECH 2020
CopyCat: Many-to-Many Fine-Grained Prosody Transfer for Neural Text-to-Speech INTERSPEECH 2020
Audiovisual Correspondence Learning in Humans and Machines INTERSPEECH 2020
Vector-Quantized Autoregressive Predictive Coding INTERSPEECH 2020
A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency AAAI 2020
Learning to Simulate Complex Physics with Graph Networks ICML 2020
Jointly Fine-Tuning “BERT-Like” Self Supervised Models to Improve Multimodal Speech Emotion Recognition INTERSPEECH 2020
Towards Learning a Universal Non-Semantic Representation of Speech INTERSPEECH 2020
Pronunciation Erroneous Tendency Detection with Language Adversarial Represent Learning INTERSPEECH 2020
Cross-Lingual Text-To-Speech Synthesis via Domain Adaptation and Perceptual Similarity Regression in Speaker Space INTERSPEECH 2020
Transformer Hawkes Process ICML 2020
When Does Self-Supervision Help Graph Convolutional Networks? ICML 2020
Self-Supervised Learning of Interpretable Keypoints From Unlabelled Videos CVPR 2020
Video Playback Rate Perception for Self-Supervised Spatio-Temporal Representation Learning CVPR 2020