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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Skill Disentanglement in Reproducing Kernel Hilbert Space AAAI 2025
Punctuation Restoration Improves Structure Understanding without Supervision NAACL 2025
Robust Multi-View Learning via Representation Fusion of Sample-Level Attention and Alignment of Simulated Perturbation ICCV 2025
SMILE: Infusing Spatial and Motion Semantics in Masked Video Learning CVPR 2025
ASCENT: Annotation-free Self-supervised Contrastive Embeddings for 3D Neuron Tracking in Fluorescence Microscopy ICCV 2025
Unsupervised Histopathological Image Semantic Segmentation with Overlapping Patches Consistency Constraint ICCV 2025
OTCXR: Rethinking Self-Supervised Alignment using Optimal Transport for Chest X-ray Analysis WACV 2025
Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras ICCV 2025
MAGMA: Manifold Regularization for MAEs WACV 2025
Design Principles of Multi-Scale J-Invariant Networks for Self-Supervised Image Denoising WACV 2025
Augmented and Softened Matching for Unsupervised Visible-Infrared Person Re-Identification ICCV 2025
CoDTS: Enhancing Sparsely Supervised Collaborative Perception with a Dual Teacher-Student Framework AAAI 2025
VILLS : Video-Image Learning to Learn Semantics for Person Re-Identification WACV 2025
Sli2Vol+: Segmenting 3D Medical Images Based on an Object Estimation Guided Correspondence Flow Network WACV 2025
LRGR: Self-Supervised Incomplete Multi-View Clustering via Local Refinement and Global Realignment IJCAI 2025
A Survey on Temporal Interaction Graph Representation Learning: Progress, Challenges, and Opportunities IJCAI 2025
Language Models as Continuous Self-Evolving Data Engineers EMNLP 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025
Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation ICCV 2025
Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging WACV 2025
Structure-aware Semantic Discrepancy and Consistency for 3D Medical Image Self-supervised Learning ICCV 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation AAAI 2025
H-MoRe: Learning Human-centric Motion Representation for Action Analysis CVPR 2025