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Methodology
← Learning Types
Machine Learning
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Learning Types
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Self-Supervised Learning
8255 directly classified 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
Investigating the Effect of Backtranslation for Indic Languages
COLING 2025
Neural Combinatorial Optimization for Stochastic Flexible Job Shop Scheduling Problems
AAAI 2025
Efficient Spiking Point Mamba for Point Cloud Analysis
ICCV 2025
MonoSOWA: Scalable Monocular 3D Object Detector Without Human Annotations
ICCV 2025
Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis
ICCV 2025
Unified Multi-Agent Trajectory Modeling with Masked Trajectory Diffusion
ICCV 2025
MoSiC: Optimal-Transport Motion Trajectory for Dense Self-Supervised Learning
ICCV 2025
Blind2Sound: Self-Supervised Image Denoising without Residual Noise
ICCV 2025
TESPEC: Temporally-Enhanced Self-Supervised Pretraining for Event Cameras
ICCV 2025
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion
ICCV 2025
VehicleMAE: View-asymmetry Mutual Learning for Vehicle Re-identification Pre-training via Masked AutoEncoders
ICCV 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding
ICCV 2025
Seeing the Unseen: Composing Outliers for Compositional Zero-Shot Learning
IJCAI 2025
IGD: Instructional Graphic Design with Multimodal Layer Generation
ICCV 2025
Graph Prompts: Adapting Video Graph for Video Question Answering
IJCAI 2025
Self-Supervised Monocular 4D Scene Reconstruction for Egocentric Videos
ICCV 2025
Learning Real Facial Concepts for Independent Deepfake Detection
IJCAI 2025
SAMora: Enhancing SAM through Hierarchical Self-Supervised Pre-Training for Medical Images
ICCV 2025
Self-calibration Enhanced Whole Slide Pathology Image Analysis
IJCAI 2025
CoSMIC: Continual Self-supervised Learning for Multi-Domain Medical Imaging via Conditional Mutual Information Maximization
ICCV 2025
Multimodal Prior Learning with Double Constraint Alignment for Snapshot Spectral Compressive Imaging
IJCAI 2025
SplArt: Articulation Estimation and Part-Level Reconstruction with 3D Gaussian Splatting
ICCV 2025
Constrained Sequential Inference in Machine Learning Using Constraint Programming
IJCAI 2025
COIN: Confidence Score-Guided Distillation for Annotation-Free Cell Segmentation
ICCV 2025
Combinative Matching for Geometric Shape Assembly
ICCV 2025
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