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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Multi-Scale Contrastive Siamese Networks for Self-Supervised Graph Representation Learning IJCAI 2021
Discovering Collaborative Signals for Next POI Recommendation with Iterative Seq2Graph Augmentation IJCAI 2021
Pattern-enhanced Contrastive Policy Learning Network for Sequential Recommendation IJCAI 2021
Heterogeneous Graph Information Bottleneck IJCAI 2021
Physics-informed Spline Learning for Nonlinear Dynamics Discovery IJCAI 2021
Simulation of Electron-Proton Scattering Events by a Feature-Augmented and Transformed Generative Adversarial Network (FAT-GAN) IJCAI 2021
Conditional Self-Supervised Learning for Few-Shot Classification IJCAI 2021
Reinforcement Learning for Sparse-Reward Object-Interaction Tasks in a First-person Simulated 3D Environment IJCAI 2021
Few-Shot Learning with Part Discovery and Augmentation from Unlabeled Images IJCAI 2021
CuCo: Graph Representation with Curriculum Contrastive Learning IJCAI 2021
Automatic Translation of Music-to-Dance for In-Game Characters IJCAI 2021
Time-Series Representation Learning via Temporal and Contextual Contrasting IJCAI 2021
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation IJCAI 2021
Interpretable Minority Synthesis for Imbalanced Classification IJCAI 2021
Pairwise Half-graph Discrimination: A Simple Graph-level Self-supervised Strategy for Pre-training Graph Neural Networks IJCAI 2021
Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation IJCAI 2021
Don’t Do What Doesn’t Matter: Intrinsic Motivation with Action Usefulness IJCAI 2021
Self-supervised Network Evolution for Few-shot Classification IJCAI 2021
Self-Supervised Adversarial Distribution Regularization for Medication Recommendation IJCAI 2021
k-Nearest Neighbors by Means of Sequence to Sequence Deep Neural Networks and Memory Networks IJCAI 2021
Improving Sequential Recommendation Consistency with Self-Supervised Imitation IJCAI 2021
Adaptive Residue-wise Profile Fusion for Low Homologous Protein Secondary Structure Prediction Using External Knowledge IJCAI 2021
Electrocardio Panorama: Synthesizing New ECG views with Self-supervision IJCAI 2021
CSGNN: Contrastive Self-Supervised Graph Neural Network for Molecular Interaction Prediction IJCAI 2021
Improving Context-Aware Neural Machine Translation with Source-side Monolingual Documents IJCAI 2021