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Machine Learning
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Self-Supervised Learning
8,255 papers
Papers per year
2006: 8
2007: 7
2008: 7
2009: 9
2010: 12
2011: 7
2012: 13
2013: 11
2014: 12
2015: 17
2016: 35
2017: 97
2018: 191
2019: 441
2020: 663
2021: 1166
2022: 1170
2023: 1544
2024: 1323
2025: 1205
2026: 317
Papers
GLID: Pre-training a Generalist Encoder-Decoder Vision Model
CVPR 2024
Masked Autoencoders for Microscopy are Scalable Learners of Cellular Biology
CVPR 2024
DisCo: Disentangled Control for Realistic Human Dance Generation
CVPR 2024
Diffusion Reflectance Map: Single-Image Stochastic Inverse Rendering of Illumination and Reflectance
CVPR 2024
Deformable One-shot Face Stylization via DINO Semantic Guidance
CVPR 2024
Coarse-to-Fine Latent Diffusion for Pose-Guided Person Image Synthesis
CVPR 2024
OMG: Towards Open-vocabulary Motion Generation via Mixture of Controllers
CVPR 2024
Style Aligned Image Generation via Shared Attention
CVPR 2024
VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis
CVPR 2024
FocusMAE: Gallbladder Cancer Detection from Ultrasound Videos with Focused Masked Autoencoders
CVPR 2024
DriveWorld: 4D Pre-trained Scene Understanding via World Models for Autonomous Driving
CVPR 2024
TokenCompose: Text-to-Image Diffusion with Token-level Supervision
CVPR 2024
SUGAR: Pre-training 3D Visual Representations for Robotics
CVPR 2024
Audio-Visual Segmentation via Unlabeled Frame Exploitation
CVPR 2024
Continual-MAE: Adaptive Distribution Masked Autoencoders for Continual Test-Time Adaptation
CVPR 2024
Cyclic Learning for Binaural Audio Generation and Localization
CVPR 2024
Towards More Unified In-context Visual Understanding
CVPR 2024
Language-conditioned Detection Transformer
CVPR 2024
A Vision Check-up for Language Models
CVPR 2024
Improving Graph Contrastive Learning via Adaptive Positive Sampling
CVPR 2024
An Asymmetric Augmented Self-Supervised Learning Method for Unsupervised Fine-Grained Image Hashing
CVPR 2024
Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
CVPR 2024
Learning Spatial Features from Audio-Visual Correspondence in Egocentric Videos
CVPR 2024
Bridging Remote Sensors with Multisensor Geospatial Foundation Models
CVPR 2024
Self-Supervised Multi-Object Tracking with Path Consistency
CVPR 2024
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