conftrace_
← Learning Types
Machine Learning › Learning Types ›

Self-Supervised Learning

8,255 papers

Papers per year

Papers

Racing Control Variable Genetic Programming for Symbolic Regression AAAI 2024
Sterling: Synergistic Representation Learning on Bipartite Graphs AAAI 2024
FLAME: A Small Language Model for Spreadsheet Formulas AAAI 2024
Measuring Self-Supervised Representation Quality for Downstream Classification Using Discriminative Features AAAI 2024
When Model Meets New Normals: Test-Time Adaptation for Unsupervised Time-Series Anomaly Detection AAAI 2024
Pantypes: Diverse Representatives for Self-Explainable Models AAAI 2024
Contrastive Continual Learning with Importance Sampling and Prototype-Instance Relation Distillation AAAI 2024
Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model AAAI 2024
Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search AAAI 2024
TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning AAAI 2024
ASWT-SGNN: Adaptive Spectral Wavelet Transform-Based Self-Supervised Graph Neural Network AAAI 2024
RPSC: Robust Pseudo-Labeling for Semantic Clustering AAAI 2024
NodeMixup: Tackling Under-Reaching for Graph Neural Networks AAAI 2024
Hard Regularization to Prevent Deep Online Clustering Collapse without Data Augmentation AAAI 2024
Convolutional Channel-Wise Competitive Learning for the Forward-Forward Algorithm AAAI 2024
Adaptive Feature Imputation with Latent Graph for Deep Incomplete Multi-View Clustering AAAI 2024
Scaling Up Semi-supervised Learning with Unconstrained Unlabelled Data AAAI 2024
CUDC: A Curiosity-Driven Unsupervised Data Collection Method with Adaptive Temporal Distances for Offline Reinforcement Learning AAAI 2024
RedCore: Relative Advantage Aware Cross-Modal Representation Learning for Missing Modalities with Imbalanced Missing Rates AAAI 2024
SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes AAAI 2024
Attribute-Missing Graph Clustering Network AAAI 2024
Rethinking Graph Masked Autoencoders through Alignment and Uniformity AAAI 2024
Wavelet Dynamic Selection Network for Inertial Sensor Signal Enhancement AAAI 2024
Earthfarsser: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model AAAI 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024