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self-supervised learning

3751 papers

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Also known as

ESSL DINO SSRL SSL OR NULL CSSL SSF SSID SS SSL MSSL GSSL SELF-SL SSLR SSCL CSL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

SelfVoxeLO: Self-supervised LiDAR Odometry with Voxel-based Deep Neural Networks CORL 2020
GAN-Based Data Generation for Speech Emotion Recognition INTERSPEECH 2020
Towards Robotic Assembly by Predicting Robust, Precise and Task-oriented Grasps CORL 2020
Keypoints into the Future: Self-Supervised Correspondence in Model-Based Reinforcement Learning CORL 2020
Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020
Adversarial Self-Supervised Data-Free Distillation for Text Classification EMNLP 2020
UnihanLM: Coarse-to-Fine Chinese-Japanese Language Model Pretraining with the Unihan Database AACL 2020
ClarQ: A large-scale and diverse dataset for Clarification Question Generation ACL 2020
Learning to ground medical text in a 3D human atlas CONLL 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations NIPS 2020
Deep Self-Supervised Hierarchical Clustering for Speaker Diarization INTERSPEECH 2020
Learning Better Speech Representations by Worsening Interference INTERSPEECH 2020
Pre-training via Paraphrasing NIPS 2020
Learning Speaker Embedding from Text-to-Speech INTERSPEECH 2020
Self-Supervised MultiModal Versatile Networks NIPS 2020
Investigating Self-Supervised Pre-Training for End-to-End Speech Translation INTERSPEECH 2020
Functional Regularization for Representation Learning: A Unified Theoretical Perspective NIPS 2020
Hard Negative Mixing for Contrastive Learning NIPS 2020
Patch2Self: Denoising Diffusion MRI with Self-Supervised Learning​ NIPS 2020
Universal Domain Adaptation through Self Supervision NIPS 2020
Self-Supervised Learning by Cross-Modal Audio-Video Clustering NIPS 2020
Continuous Object Representation Networks: Novel View Synthesis without Target View Supervision NIPS 2020
Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation NIPS 2020
Jointly Fine-Tuning “BERT-Like” Self Supervised Models to Improve Multimodal Speech Emotion Recognition INTERSPEECH 2020
Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020