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Self-Supervised Learning

8,405 papers

Papers per year

12
19
682
1215
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Papers

Gaining Insight into SARS-CoV-2 Infection and COVID-19 Severity Using Self-supervised Edge Features and Graph Neural Networks AAAI 2021
Context Matters: Graph-based Self-supervised Representation Learning for Medical Images AAAI 2021
Self-Supervised Self-Supervision by Combining Deep Learning and Probabilistic Logic AAAI 2021
ActionBert: Leveraging User Actions for Semantic Understanding of User Interfaces AAAI 2021
Narrative Plan Generation with Self-Supervised Learning AAAI 2021
IDOL: Inertial Deep Orientation-Estimation and Localization AAAI 2021
Noise Estimation Using Density Estimation for Self-Supervised Multimodal Learning AAAI 2021
DecAug: Out-of-Distribution Generalization via Decomposed Feature Representation and Semantic Augmentation AAAI 2021
A Theory of Independent Mechanisms for Extrapolation in Generative Models AAAI 2021
Curriculum Labeling: Revisiting Pseudo-Labeling for Semi-Supervised Learning AAAI 2021
Continuous-Time Attention for Sequential Learning AAAI 2021
The Value-Improvement Path: Towards Better Representations for Reinforcement Learning AAAI 2021
Generalized Adversarially Learned Inference AAAI 2021
Collaborative Group Learning AAAI 2021
Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond AAAI 2021
MolGrow: A Graph Normalizing Flow for Hierarchical Molecular Generation AAAI 2021
Scheduled Sampling in Vision-Language Pretraining with Decoupled Encoder-Decoder Network AAAI 2021
Auto-Encoding Transformations in Reparameterized Lie Groups for Unsupervised Learning AAAI 2021
Improved Mutual Information Estimation AAAI 2021
FC-GAGA: Fully Connected Gated Graph Architecture for Spatio-Temporal Traffic Forecasting AAAI 2021
Vector Quantized Bayesian Neural Network Inference for Data Streams AAAI 2021
Maximum Roaming Multi-Task Learning AAAI 2021
Improving Generative Moment Matching Networks with Distribution Partition AAAI 2021
Inverse Reinforcement Learning with Explicit Policy Estimates AAAI 2021
Enhancing Unsupervised Video Representation Learning by Decoupling the Scene and the Motion AAAI 2021