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self-supervised learning

3777 papers

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Also known as

SSL SELF-SL

Co-occurring keywords

representation learning (6206) contrastive learning (4032) transfer learning (5449) unsupervised learning (3264) graph neural network (3962) domain adaptation (4595) multimodal learning (4645) semantic segmentation (3186) depth estimation (1542) knowledge distillation (3725)

Papers

Transcriptomics-guided Slide Representation Learning in Computational Pathology CVPR 2024
Adaptive VIO: Deep Visual-Inertial Odometry with Online Continual Learning CVPR 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance CVPR 2024
Self-Supervised Dual Contouring CVPR 2024
Learning from One Continuous Video Stream CVPR 2024
UniGarmentManip: A Unified Framework for Category-Level Garment Manipulation via Dense Visual Correspondence CVPR 2024
MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation CVPR 2024
An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing CVPR 2024
Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery CVPR 2024
VOODOO 3D: Volumetric Portrait Disentanglement For One-Shot 3D Head Reenactment CVPR 2024
Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data CVPR 2024
Learning the 3D Fauna of the Web CVPR 2024
Extend Your Own Correspondences: Unsupervised Distant Point Cloud Registration by Progressive Distance Extension CVPR 2024
Unsupervised Feature Learning with Emergent Data-Driven Prototypicality CVPR 2024
FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders CVPR 2024
Separating the "Chirp" from the "Chat": Self-supervised Visual Grounding of Sound and Language CVPR 2024
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation CVPR 2024
FUG: Feature-Universal Graph Contrastive Pre-training for Graphs with Diverse Node Features NIPS 2024
Cross-Scale Self-Supervised Blind Image Deblurring via Implicit Neural Representation NIPS 2024
Learning predictable and robust neural representations by straightening image sequences NIPS 2024
Dual-frame Fluid Motion Estimation with Test-time Optimization and Zero-divergence Loss NIPS 2024
SLED: Self Logits Evolution Decoding for Improving Factuality in Large Language Models NIPS 2024
Med-Real2Sim: Non-Invasive Medical Digital Twins using Physics-Informed Self-Supervised Learning NIPS 2024
Neural Isometries: Taming Transformations for Equivariant ML NIPS 2024
UNION: Unsupervised 3D Object Detection using Object Appearance-based Pseudo-Classes NIPS 2024