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Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Improving Low-Resource Morphological Inflection via Self-Supervised Objectives ACL 2025
Skeleton Motion Words for Unsupervised Skeleton-Based Temporal Action Segmentation ICCV 2025
ScanEZ: Integrating Cognitive Models with Self-Supervised Learning for Spatiotemporal Scanpath Prediction ACL 2025
Revisiting Deep Archetypal Analysis for Phenotype Discovery in High Content Imaging WACV 2025
Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt Learning CVPR 2025
S3PT: Scene Semantics and Structure Guided Clustering to Boost Self-Supervised Pre-Training for Autonomous Driving WACV 2025
OTCXR: Rethinking Self-Supervised Alignment using Optimal Transport for Chest X-ray Analysis WACV 2025
Self-Supervised Learning with Probabilistic Density Labeling for Rainfall Probability Estimation WACV 2025
H-MoRe: Learning Human-centric Motion Representation for Action Analysis CVPR 2025
Design Principles of Multi-Scale J-Invariant Networks for Self-Supervised Image Denoising WACV 2025
HEX: Hierarchical Emergence Exploitation in Self-Supervised Algorithms WACV 2025
On the Generalization Ability of Unsupervised Pretraining AISTATS 2024
Tail-STEAK: Improve Friend Recommendation for Tail Users via Self-Training Enhanced Knowledge Distillation AAAI 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling CVPR 2024
Revisiting Pixel-Level Contrastive Pre-Training on Scene Images WACV 2024
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024
Convolutional Masked Image Modeling for Dense Prediction Tasks on Pathology Images WACV 2024
A Survey of Data-Efficient Graph Learning IJCAI 2024
CycleCL: Self-Supervised Learning for Periodic Videos WACV 2024
Evolve: Enhancing Unsupervised Continual Learning With Multiple Experts WACV 2024
Unsupervised Domain Adaptation for Semantic Segmentation With Pseudo Label Self-Refinement WACV 2024
Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024
Self-Supervised Relation Alignment for Scene Graph Generation WACV 2024
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning WACV 2024
Graph-Aware Contrasting for Multivariate Time-Series Classification AAAI 2024