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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

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

Noise2Self: Blind Denoising by Self-Supervision ICML 2019
Recommendation as a Communication Game: Self-Supervised Bot-Play for Goal-oriented Dialogue IJCNLP 2019
World From Blur CVPR 2019
ManTra-Net: Manipulation Tracing Network for Detection and Localization of Image Forgeries With Anomalous Features CVPR 2019
BottleSum: Unsupervised and Self-supervised Sentence Summarization using the Information Bottleneck Principle IJCNLP 2019
High-Fidelity Image Generation With Fewer Labels ICML 2019
Robust Semi-Supervised Monocular Depth Estimation with Reprojected Distances CORL 2019
Learning to Learn How to Learn: Self-Adaptive Visual Navigation Using Meta-Learning CVPR 2019
From voxels to pixels and back: Self-supervision in natural-image reconstruction from fMRI NIPS 2019
Self-Supervised Representation Learning via Neighborhood-Relational Encoding ICCV 2019
Improvisation through Physical Understanding: Using Novel Objects As Tools with Visual Foresight RSS 2019
Dense Object Nets: Learning Dense Visual Object Descriptors By and For Robotic Manipulation CORL 2018
Style Tokens: Unsupervised Style Modeling, Control and Transfer in End-to-End Speech Synthesis ICML 2018
Grasp2Vec: Learning Object Representations from Self-Supervised Grasping CORL 2018
Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation CORL 2018
CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018
Behavioral Cloning from Observation IJCAI 2018
Cooperative Learning of Audio and Video Models from Self-Supervised Synchronization NIPS 2018
EV-FlowNet: Self-Supervised Optical Flow Estimation for Event-based Cameras RSS 2018
Deep Anomaly Detection Using Geometric Transformations NIPS 2018
Better and Faster: Knowledge Transfer from Multiple Self-supervised Learning Tasks via Graph Distillation for Video Classification IJCAI 2018
Self-Supervised Deep Low-Rank Assignment Model for Prototype Selection IJCAI 2018
Self-Supervised Multi-Level Face Model Learning for Monocular Reconstruction at Over 250 Hz CVPR 2018
Learning Deployable Navigation Policies at Kilometer Scale from a Single Traversal CORL 2018
Noise2Noise: Learning Image Restoration without Clean Data ICML 2018