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Self-Supervised Learning

96 directly classified papers

Papers per year

Papers

Robust Transfer Learning with Pretrained Language Models through Adapters ACL 2021
Attention over Learned Object Embeddings Enables Complex Visual Reasoning NIPS 2021
Hierarchically Organized Latent Modules for Exploratory Search in Morphogenetic Systems NIPS 2020
Self-Learning With Rectification Strategy for Human Parsing CVPR 2020
Learning Compound Tasks without Task-specific Knowledge via Imitation and Self-supervised Learning ICML 2020
Self-supervised Label Augmentation via Input Transformations ICML 2020
COVID-19 Surveillance through Twitter using Self-Supervised and Few Shot Learning EMNLP 2020
The Zero Resource Speech Challenge 2020: Discovering Discrete Subword and Word Units INTERSPEECH 2020
Vision-Language Navigation With Self-Supervised Auxiliary Reasoning Tasks CVPR 2020
Planning to Explore via Self-Supervised World Models ICML 2020
Self-Supervised Domain-Aware Generative Network for Generalized Zero-Shot Learning CVPR 2020
Tracklet Self-Supervised Learning for Unsupervised Person Re-Identification AAAI 2020
Demo: Learning to Perceive Long-Range Obstacles Using Self-Supervision from Short-Range Sensors AAAI 2019
Unsupervised Procedure Learning via Joint Dynamic Summarization ICCV 2019
MVF-Net: Multi-View 3D Face Morphable Model Regression CVPR 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue EMNLP 2019
Self-Supervised Learning for Contextualized Extractive Summarization ACL 2019
Self-Supervised Learning of 3D Human Pose Using Multi-View Geometry CVPR 2019
Unspeech: Unsupervised Speech Context Embeddings INTERSPEECH 2018
Learning to Play With Intrinsically-Motivated, Self-Aware Agents NIPS 2018
Sampling Strategies in Siamese Networks for Unsupervised Speech Representation Learning INTERSPEECH 2018