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Self-Supervised Learning

8,255 papers

Papers per year

Papers

S4RL: Surprisingly Simple Self-Supervision for Offline Reinforcement Learning in Robotics CORL 2021
The Boombox: Visual Reconstruction from Acoustic Vibrations CORL 2021
AW-Opt: Learning Robotic Skills with Imitation andReinforcement at Scale CORL 2021
Enhancing Consistent Ground Maneuverability by Robot Adaptation to Complex Off-Road Terrains CORL 2021
Self-Improving Semantic Perception for Indoor Localisation CORL 2021
Co-GAIL: Learning Diverse Strategies for Human-Robot Collaboration CORL 2021
Self-supervised Point Cloud Prediction Using 3D Spatio-temporal Convolutional Networks CORL 2021
Fully Self-Supervised Class Awareness in Dense Object Descriptors CORL 2021
Understanding the World Through Action CORL 2021
ECG ODE-GAN: Learning Ordinary Differential Equations of ECG Dynamics via Generative Adversarial Learning AAAI 2021
Modeling the Compatibility of Stem Tracks to Generate Music Mashups AAAI 2021
Deep Contextual Clinical Prediction with Reverse Distillation AAAI 2021
Relational Classification of Biological Cells in Microscopy Images AAAI 2021
Probabilistic Programming Bots in Intuitive Physics Game Play AAAI 2021
Interpretable Self-Supervised Facial Micro-Expression Learning to Predict Cognitive State and Neurological Disorders AAAI 2021
Deep Metric Learning with Graph Consistency AAAI 2021
RSPNet: Relative Speed Perception for Unsupervised Video Representation Learning AAAI 2021
Edge-competing Pathological Liver Vessel Segmentation with Limited Labels AAAI 2021
Deep Metric Learning with Self-Supervised Ranking AAAI 2021
Dynamic Graph Representation Learning for Video Dialog via Multi-Modal Shuffled Transformers AAAI 2021
Stratified Rule-Aware Network for Abstract Visual Reasoning AAAI 2021
Learning Monocular Depth in Dynamic Scenes via Instance-Aware Projection Consistency AAAI 2021
Augmented Partial Mutual Learning with Frame Masking for Video Captioning AAAI 2021
Exploiting Audio-Visual Consistency with Partial Supervision for Spatial Audio Generation AAAI 2021
Self-Supervised Sketch-to-Image Synthesis AAAI 2021