← Learning Paradigms
Machine Learning › Learning Paradigms ›

Self-Supervised Learning

402 directly classified papers

Papers per year

Papers

Plasticity-Optimized Complementary Networks for Unsupervised Continual Learning WACV 2024
Representing Part-Whole Hierarchies in Foundation Models by Learning Localizability Composability and Decomposability from Anatomy via Self Supervision CVPR 2024
PEAC: Unsupervised Pre-training for Cross-Embodiment Reinforcement Learning NIPS 2024
How JEPA Avoids Noisy Features: The Implicit Bias of Deep Linear Self Distillation Networks NIPS 2024
Self-Supervised Relation Alignment for Scene Graph Generation WACV 2024
A Survey of Data-Efficient Graph Learning IJCAI 2024
An Analysis of Initial Training Strategies for Exemplar-Free Class-Incremental Learning WACV 2024
PECoP: Parameter Efficient Continual Pretraining for Action Quality Assessment WACV 2024
UnScene3D: Unsupervised 3D Instance Segmentation for Indoor Scenes CVPR 2024
Language-Universal Speech Attributes Modeling for Zero-Shot Multilingual Spoken Keyword Recognition INTERSPEECH 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
Chinese Spelling Corrector Is Just a Language Learner ACL 2024
Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024
Graph-Aware Contrasting for Multivariate Time-Series Classification AAAI 2024
SwitchTab: Switched Autoencoders Are Effective Tabular Learners AAAI 2024
Partial Multi-View Clustering via Self-Supervised Network AAAI 2024
Non-parametric Representation Learning with Kernels AAAI 2024
Diffusion Language-Shapelets for Semi-supervised Time-Series Classification AAAI 2024
DanceMVP: Self-Supervised Learning for Multi-Task Primitive-Based Dance Performance Assessment via Transformer Text Prompting AAAI 2024
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance AAAI 2024
Upper Bounding Barlow Twins: A Novel Filter for Multi-Relational Clustering AAAI 2024
PanoPose: Self-supervised Relative Pose Estimation for Panoramic Images CVPR 2024
DynaMo: In-Domain Dynamics Pretraining for Visuo-Motor Control NIPS 2024
Mask-Homo: Pseudo Plane Mask-Guided Unsupervised Multi-Homography Estimation AAAI 2024