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← Learning Types
Machine Learning
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Learning Types
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Unsupervised Learning
4,596 papers
Papers per year
2001: 2
2002: 1
2003: 12
2004: 5
2005: 4
2006: 34
2007: 21
2008: 23
2009: 32
2010: 43
2011: 37
2012: 63
2013: 100
2014: 82
2015: 83
2016: 120
2017: 193
2018: 255
2019: 504
2020: 516
2021: 570
2022: 516
2023: 537
2024: 406
2025: 330
2026: 107
Papers
Locally Regularized Sparse Graph by Fast Proximal Gradient Descent
UAI 2023
Multi-modal differentiable unsupervised feature selection
UAI 2023
Contrastive Losses Are Natural Criteria for Unsupervised Video Summarization
WACV 2023
Bi-Directional Frame Interpolation for Unsupervised Video Anomaly Detection
WACV 2023
Zero-Shot Versus Many-Shot: Unsupervised Texture Anomaly Detection
WACV 2023
Unsupervised Audio-Visual Lecture Segmentation
WACV 2023
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion
WACV 2023
AnoLeaf: Unsupervised Leaf Disease Segmentation via Structurally Robust Generative Inpainting
WACV 2023
TVT: Transferable Vision Transformer for Unsupervised Domain Adaptation
WACV 2023
Anomaly Clustering: Grouping Images Into Coherent Clusters of Anomaly Types
WACV 2023
RIFT: Disentangled Unsupervised Image Translation via Restricted Information Flow
WACV 2023
Unsupervised Video Object Segmentation via Prototype Memory Network
WACV 2023
Unsupervised 4D LiDAR Moving Object Segmentation in Stationary Settings With Multivariate Occupancy Time Series
WACV 2023
ConfMix: Unsupervised Domain Adaptation for Object Detection via Confidence-Based Mixing
WACV 2023
Reconstructing Humpty Dumpty: Multi-Feature Graph Autoencoder for Open Set Action Recognition
WACV 2023
Tracking Growth and Decay of Plant Roots in Minirhizotron Images
WACV 2023
LiveSeg: Unsupervised Multimodal Temporal Segmentation of Long Livestream Videos
WACV 2023
CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection
WACV 2023
PSENet: Progressive Self-Enhancement Network for Unsupervised Extreme-Light Image Enhancement
WACV 2023
BrightFlow: Brightness-Change-Aware Unsupervised Learning of Optical Flow
WACV 2023
Unsupervised Multi-Object Segmentation Using Attention and Soft-Argmax
WACV 2023
Foreground Guidance and Multi-Layer Feature Fusion for Unsupervised Object Discovery With Transformers
WACV 2023
TTTFlow: Unsupervised Test-Time Training With Normalizing Flow
WACV 2023
Generative Alignment of Posterior Probabilities for Source-Free Domain Adaptation
WACV 2023
SeCo: Separating Unknown Musical Visual Sounds With Consistency Guidance
WACV 2023
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