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Self-Supervised Learning

8255 directly classified papers

Papers per year

Papers

ARTICLE: Annotator Reliability Through In-Context Learning (Student Abstract) AAAI 2025
DERI: Cross-Modal ECG Representation Learning with Deep ECG-Report Interaction IJCAI 2025
Differentiable Prompt Learning for Vision Language Models IJCAI 2025
Diffuse&Refine: Intrinsic Knowledge Generation and Aggregation for Incremental Object Detection IJCAI 2025
LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment IJCAI 2025
Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning IJCAI 2025
Multimodal Image Matching Based on Cross-Modality Completion Pre-training IJCAI 2025
Denoising Diffusion Models are Good General Gaze Feature Learners IJCAI 2025
Representation Learning with Mutual Influence of Modalities for Node Classification in Multi-Modal Heterogeneous Networks IJCAI 2025
TOTF: Missing-Aware Encoders for Clustering on Multi-View Incomplete Attributed Graphs IJCAI 2025
Automated Assessment of Student Self-Explanation in Code Comprehension Using Pre-Trained Language Models AAAI 2025
Dual Encoder Contrastive Learning with Augmented Views for Graph Anomaly Detection IJCAI 2025
Time-Frequency Disentanglement Boosted Pre-Training: A Universal Spatio-Temporal Modeling Framework IJCAI 2025
Cauchy Diffusion: A Heavy-tailed Denoising Diffusion Probabilistic Model for Speech Synthesis AAAI 2025
Nonlinear functional regression by functional deep neural network with kernel embedding JMLR 2025
Importance Weighting Can Help Large Language Models Self-Improve AAAI 2025
On the Statistical Properties of Generative Adversarial Models for Low Intrinsic Data Dimension JMLR 2025
Autoencoders in Function Space JMLR 2025
Test-Time Training on Video Streams JMLR 2025
The Effect of SGD Batch Size on Autoencoder Learning: Sparsity, Sharpness, and Feature Learning JMLR 2025
LTRS: Improving Word Sense Disambiguation via Learning to Rank Senses COLING 2025
APR-RD: Complemental Two Steps for Self-Supervised Real Image Denoising AAAI 2025
Multi-aspect Self-guided Deep Information Bottleneck for Multi-modal Clustering AAAI 2025
MGDA: Model-based Goal Data Augmentation for Offline Goal-conditioned Weighted Supervised Learning AAAI 2025
Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models IJCNLP 2025