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Deep Learning
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Self-Supervised Learning
2959 directly classified papers
Papers per year
2006: 3
2007: 1
2008: 2
2009: 3
2010: 1
2011: 3
2012: 5
2013: 5
2014: 8
2015: 9
2016: 15
2017: 23
2018: 59
2019: 146
2020: 289
2021: 389
2022: 485
2023: 547
2024: 445
2025: 502
2026: 19
Papers
IDR: Self-Supervised Image Denoising via Iterative Data Refinement
CVPR 2022
Neural Shape Mating: Self-Supervised Object Assembly With Adversarial Shape Priors
CVPR 2022
Replacing Labeled Real-Image Datasets With Auto-Generated Contours
CVPR 2022
Uncertainty-Aware Adaptation for Self-Supervised 3D Human Pose Estimation
CVPR 2022
Dynamic Scene Graph Generation via Anticipatory Pre-Training
CVPR 2022
Enhancing Face Recognition With Self-Supervised 3D Reconstruction
CVPR 2022
Masked Feature Prediction for Self-Supervised Visual Pre-Training
CVPR 2022
Robust Cross-Modal Representation Learning With Progressive Self-Distillation
CVPR 2022
SimMIM: A Simple Framework for Masked Image Modeling
CVPR 2022
Advancing High-Resolution Video-Language Representation With Large-Scale Video Transcriptions
CVPR 2022
Backdoor Attacks on Self-Supervised Learning
CVPR 2022
MM-TTA: Multi-Modal Test-Time Adaptation for 3D Semantic Segmentation
CVPR 2022
Scaling Vision Transformers to Gigapixel Images via Hierarchical Self-Supervised Learning
CVPR 2022
Neural Reflectance for Shape Recovery With Shadow Handling
CVPR 2022
Implicit Motion Handling for Video Camouflaged Object Detection
CVPR 2022
GAN-Supervised Dense Visual Alignment
CVPR 2022
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling
CVPR 2022
Self-Supervised Transformers for Unsupervised Object Discovery Using Normalized Cut
CVPR 2022
FWD: Real-Time Novel View Synthesis With Forward Warping and Depth
CVPR 2022
Interactive Segmentation and Visualization for Tiny Objects in Multi-Megapixel Images
CVPR 2022
Chitransformer: Towards Reliable Stereo From Cues
CVPR 2022
Text2Mesh: Text-Driven Neural Stylization for Meshes
CVPR 2022
Neural MoCon: Neural Motion Control for Physically Plausible Human Motion Capture
CVPR 2022
UnweaveNet: Unweaving Activity Stories
CVPR 2022
Cross Modal Retrieval With Querybank Normalisation
CVPR 2022
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