← Learning Types
Deep Learning › Learning Types ›

Self-Supervised Learning

2959 directly classified papers

Papers per year

Papers

EFUF: Efficient Fine-Grained Unlearning Framework for Mitigating Hallucinations in Multimodal Large Language Models EMNLP 2024
What How and When Should Object Detectors Update in Continually Changing Test Domains? CVPR 2024
Continual Learning of Unsupervised Monocular Depth From Videos WACV 2024
Label-Free Synthetic Pretraining of Object Detectors WACV 2024
Not All Classes Stand on Same Embeddings: Calibrating a Semantic Distance with Metric Tensor CVPR 2024
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders WACV 2024
SequenceMatch: Revisiting the Design of Weak-Strong Augmentations for Semi-Supervised Learning WACV 2024
SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation CVPR 2024
FELGA: Unsupervised Fragment Embedding for Fine-Grained Cross-Modal Association WACV 2024
BirdSAT: Cross-View Contrastive Masked Autoencoders for Bird Species Classification and Mapping WACV 2024
Systematic Comparison of Semi-supervised and Self-supervised Learning for Medical Image Classification CVPR 2024
Unsupervised Homography Estimation on Multimodal Image Pair via Alternating Optimization NIPS 2024
Discovering and Mitigating Biases in CLIP-Based Image Editing WACV 2024
Denoising and Selecting Pseudo-Heatmaps for Semi-Supervised Human Pose Estimation WACV 2024
Towards Modern Image Manipulation Localization: A Large-Scale Dataset and Novel Methods CVPR 2024
CL-MAE: Curriculum-Learned Masked Autoencoders WACV 2024
Diverse Imagenet Models Transfer Better WACV 2024
SfmCAD: Unsupervised CAD Reconstruction by Learning Sketch-based Feature Modeling Operations CVPR 2024
Disentangled Pre-Training for Image Matting WACV 2024
Tunable Hybrid Proposal Networks for the Open World WACV 2024
Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange CVPR 2024
The Background Also Matters: Background-Aware Motion-Guided Objects Discovery WACV 2024
OTAS: Unsupervised Boundary Detection for Object-Centric Temporal Action Segmentation WACV 2024
Hyperbolic Anomaly Detection CVPR 2024
LoTLIP: Improving Language-Image Pre-training for Long Text Understanding NIPS 2024