← Techniques
Deep Learning › Techniques ›

Self-Supervised Learning

323 directly classified papers

Papers per year

Papers

Localizing Memorization in SSL Vision Encoders NIPS 2024
Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike Fluctuations CVPR 2024
FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024
Rotation-Agnostic Image Representation Learning for Digital Pathology CVPR 2024
BEHAVIOR Vision Suite: Customizable Dataset Generation via Simulation CVPR 2024
3D Facial Expressions through Analysis-by-Neural-Synthesis CVPR 2024
Semiparametric Token-Sequence Co-Supervision ACL 2024
What Do Language Models Hear? Probing for Auditory Representations in Language Models ACL 2024
Semi-Supervised Semantic Depth Estimation Using Symbiotic Transformer and NearFarMix Augmentation WACV 2024
Annotation-Free Audio-Visual Segmentation WACV 2024
An Entropy-based Text Watermarking Detection Method ACL 2024
ECSIC: Epipolar Cross Attention for Stereo Image Compression WACV 2024
SimpliMix: A Simplified Manifold Mixup for Few-Shot Point Cloud Classification WACV 2024
From Chaos to Clarity: 3DGS in the Dark NIPS 2024
Abstracted Shapes as Tokens - A Generalizable and Interpretable Model for Time-series Classification NIPS 2024
You Only Look Around: Learning Illumination-Invariant Feature for Low-light Object Detection NIPS 2024
Phased Consistency Models NIPS 2024
Federated Model Heterogeneous Matryoshka Representation Learning NIPS 2024
DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning AAAI 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Masked Video Distillation: Rethinking Masked Feature Modeling for Self-Supervised Video Representation Learning CVPR 2023
SVFormer: Semi-Supervised Video Transformer for Action Recognition CVPR 2023
Hiera: A Hierarchical Vision Transformer without the Bells-and-Whistles ICML 2023
OmniMAE: Single Model Masked Pretraining on Images and Videos CVPR 2023
MV-JAR: Masked Voxel Jigsaw and Reconstruction for LiDAR-Based Self-Supervised Pre-Training CVPR 2023