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Unsupervised Learning
4596 directly classified 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
FlowEO: Generative Unsupervised Domain Adaptation for Earth Observation
WACV 2026
No Label? No Problem: Unsupervised Continual Learning for Adaptive Medical ASR
EACL 2026
Reviving Unsupervised Optical Flow: Concept Reevaluation, Multi-Scale Advances and Full Open-Source Release
WACV 2026
Unsupervised Segmentation by Diffusing, Walking and Cutting
WACV 2026
Unsupervised Detection of LLM-Generated Text in Korean Using Syntactic and Semantic Cues
EACL 2026
To Paraphrase or Not: Efficient Comment Detoxification with Unsupervised Detoxifiability Discrimination
EACL 2026
Boosting Unsupervised Video Instance Segmentation with Automatic Quality-Guided Self-Training
WACV 2026
Unsupervised Memorability Modeling from Tip-of-the-Tongue Retrieval Queries
WACV 2026
Discrete Facial Encoding: A Framework for Data-driven Facial Display Discovery
WACV 2026
Unsupervised Modular Adaptive Region Growing and RegionMix Classification for Wind Turbine Segmentation
WACV 2026
Active Generalized Category Discovery with Diverse LLM Feedback
EACL 2026
STREAM-ZH: Simplified Topic Retrieval Exploration and Analysis Module for Chinese Language
EACL 2026
Automated Quality Control for Language Documentation: Detecting Phonotactic Inconsistencies in a Kokborok Wordlist
EACL 2026
To make someone do something: mining alert-style directives in Bulgarian social media for low-resource language modelling
EACL 2026
Fully Unsupervised Self-debiasing of Text-to-Image Diffusion Models
WACV 2026
VLMDiff: Leveraging Vision-Language Models for Multi-Class Anomaly Detection with Diffusion
WACV 2026
Q-Former Autoencoder: A Modern Framework for Medical Anomaly Detection
WACV 2026
Unsupervised Discovery of Long-Term Spatiotemporal Periodic Workflows in Human Activities
WACV 2026
Revisiting Layer Normalization for Point Cloud Test Time Adaptation
WACV 2026
Cycle-Consistent Multi-Graph Matching for Self-Supervised Annotation of C. Elegans
WACV 2026
Learning from Unknown for Open-Set Test-Time Adaptation
WACV 2026
Lose Your Self (LoYS): An Adversarial Entropy-based Unsupervised Approach for Model Debiasing
WACV 2026
It’s All About the Confidence: An Unsupervised Approach for Multilingual Historical Entity Linking using Large Language Models
EACL 2026
Gender and Politeness Perception: A Novel Approach for Exploring Annotations Disagreement
EACL 2026
AjamiMorph: Zero-Annotation Morphological Discovery for Hausa Ajami via Multi-Method Consensus
EACL 2026
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