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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
Rethinking Multi-view Representation Learning via Distilled Disentangling
CVPR 2024
Rotation-Agnostic Image Representation Learning for Digital Pathology
CVPR 2024
Point Cloud Pre-training with Diffusion Models
CVPR 2024
ShapeMatcher: Self-Supervised Joint Shape Canonicalization Segmentation Retrieval and Deformation
CVPR 2024
Cross-view and Cross-pose Completion for 3D Human Understanding
CVPR 2024
FSRT: Facial Scene Representation Transformer for Face Reenactment from Factorized Appearance Head-pose and Facial Expression Features
CVPR 2024
WANDR: Intention-guided Human Motion Generation
CVPR 2024
GroupContrast: Semantic-aware Self-supervised Representation Learning for 3D Understanding
CVPR 2024
Learning to Rank Patches for Unbiased Image Redundancy Reduction
CVPR 2024
Neural Modes: Self-supervised Learning of Nonlinear Modal Subspaces
CVPR 2024
How to Train Neural Field Representations: A Comprehensive Study and Benchmark
CVPR 2024
Delving into the Trajectory Long-tail Distribution for Muti-object Tracking
CVPR 2024
Boosting Self-Supervision for Single-View Scene Completion via Knowledge Distillation
CVPR 2024
ExtDM: Distribution Extrapolation Diffusion Model for Video Prediction
CVPR 2024
InterHandGen: Two-Hand Interaction Generation via Cascaded Reverse Diffusion
CVPR 2024
Self-Supervised Dual Contouring
CVPR 2024
SVGDreamer: Text Guided SVG Generation with Diffusion Model
CVPR 2024
ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images
CVPR 2024
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
CVPR 2024
MagicAnimate: Temporally Consistent Human Image Animation using Diffusion Model
CVPR 2024
Masked AutoDecoder is Effective Multi-Task Vision Generalist
CVPR 2024
Single View Refractive Index Tomography with Neural Fields
CVPR 2024
Tailored Visions: Enhancing Text-to-Image Generation with Personalized Prompt Rewriting
CVPR 2024
UnO: Unsupervised Occupancy Fields for Perception and Forecasting
CVPR 2024
Learned Representation-Guided Diffusion Models for Large-Image Generation
CVPR 2024
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