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Self-Supervised Learning

8,255 papers

Papers per year

Papers

COLA: Improving Conversational Recommender Systems by Collaborative Augmentation AAAI 2023
Learning by Applying: A General Framework for Mathematical Reasoning via Enhancing Explicit Knowledge Learning AAAI 2023
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation AAAI 2023
Self-Supervised Continual Graph Learning in Adaptive Riemannian Spaces AAAI 2023
Few-Shot Composition Learning for Image Retrieval with Prompt Tuning AAAI 2023
ConTextual Masked Auto-Encoder for Dense Passage Retrieval AAAI 2023
Analogical Inference Enhanced Knowledge Graph Embedding AAAI 2023
Predicting Temporal Sets with Simplified Fully Connected Networks AAAI 2023
Deep Graph Structural Infomax AAAI 2023
Learning Chemical Rules of Retrosynthesis with Pre-training AAAI 2023
Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning AAAI 2023
Generalized Cell Type Annotation and Discovery for Single-Cell RNA-Seq Data AAAI 2023
Yet Another Traffic Classifier: A Masked Autoencoder Based Traffic Transformer with Multi-Level Flow Representation AAAI 2023
Meta-Auxiliary Learning for Adaptive Human Pose Prediction AAAI 2023
Quality-Aware Self-Training on Differentiable Synthesis of Rare Relational Data AAAI 2023
Semantic-Enhanced Image Clustering AAAI 2023
RePreM: Representation Pre-training with Masked Model for Reinforcement Learning AAAI 2023
Attribute and Structure Preserving Graph Contrastive Learning AAAI 2023
TC-DWA:Text Clustering with Dual Word-Level Augmentation AAAI 2023
Wiener Graph Deconvolutional Network Improves Graph Self-Supervised Learning AAAI 2023
PrimeNet: Pre-training for Irregular Multivariate Time Series AAAI 2023
Contrastive Learning with the Feature Reconstruction Amplifier AAAI 2023
Eliciting Structural and Semantic Global Knowledge in Unsupervised Graph Contrastive Learning AAAI 2023
Learning Decomposed Spatial Relations for Multi-Variate Time-Series Modeling AAAI 2023
Self-Supervised Bidirectional Learning for Graph Matching AAAI 2023