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self-supervised learning

3751 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6174) contrastive learning (3979) transfer learning (5442) unsupervised learning (3255) graph neural network (3945) domain adaptation (4578) multimodal learning (4622) semantic segmentation (3179) depth estimation (1540) knowledge distillation (3680)

Papers

mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design AAAI 2025
A Denoising Pre-training Framework for Accelerating Novel Material Discovery AAAI 2025
Learning Valid Dual Bounds in Constraint Programming: Boosted Lagrangian Decomposition with Self-Supervised Learning AAAI 2025
SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction ACL 2025
What Changed? Detecting and Evaluating Instruction-Guided Image Edits with Multimodal Large Language Models ICCV 2025
Direct Repair Optimization: Training Small Language Models For Educational Program Repair Improves Feedback ACL 2025
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
Imputation-free Incomplete Multi-view Clustering via Knowledge Distillation IJCAI 2025
EmoReg: Directional Latent Vector Modeling for Emotional Intensity Regularization in Diffusion-based Voice Conversion AAAI 2025
Accounting for Spatial Variability with the Histogram of Oriented Gradients Based Masking Improves Performance of Masked Autoencoder over Hyperspectral Satellite Imagery (Student Abstract) AAAI 2025
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion ICCV 2025
Enhancing Machine Translation with Self-Supervised Preference Data ACL 2025
Wavelet-Driven Masked Image Modeling: A Path to Efficient Visual Representation AAAI 2025
Parallel-Learning of Invariant and Tempo-variant Attributes of Single-Lead Cardiac Signals: PLITA AAAI 2025
DualNet: Robust Self-Supervised Stereo Matching with Pseudo-Label Supervision AAAI 2025
SPU-IMR: Self-supervised Arbitrary-scale Point Cloud Upsampling via Iterative Mask-recovery Network AAAI 2025
Frequency-Masked Embedding Inference: A Non-Contrastive Approach for Time Series Representation Learning AAAI 2025
CAGE: Unsupervised Visual Composition and Animation for Controllable Video Generation AAAI 2025
ST-ReP: Learning Predictive Representations Efficiently for Spatial-Temporal Forecasting AAAI 2025
Cross-View Graph Consistency Learning for Invariant Graph Representations AAAI 2025
S3E: Self-Supervised State Estimation for Radar-Inertial System ICCV 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025
M²RL-Net: Multi-View and Multi-Level Relation Learning Network for Weakly-Supervised Image Forgery Detection AAAI 2025
3SAT: A Simple Self-Supervised Adversarial Training Framework AAAI 2025
Enhancing Molecular Representation Learning Through the Combination of 3D and 2D Graph Machine Learning (Student Abstract) AAAI 2025