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Universal Domain Adaptation
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation
Optimal Transport and Adaptive Thresholding for Universal Domain Adaptation on Time Series
Reducing Source-Private Bias in Extreme Universal Domain Adaptation
Prototypical Partial Optimal Transport for Universal Domain Adaptation
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model
GLC++: Source-Free Universal Domain Adaptation through Global-Local Clustering and Contrastive Affinity Learning
Universal Semi-Supervised Domain Adaptation by Mitigating Common-Class Bias
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
COMET: Contrastive Mean Teacher for Online Source-Free Universal Domain Adaptation
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation
A Unified Framework for Unsupervised Domain Adaptation based on Instance Weighting
Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
Memory-Assisted Sub-Prototype Mining for Universal Domain Adaptation
COCA: Classifier-Oriented Calibration via Textual Prototype for Source-Free Universal Domain Adaptation
Universal Domain Adaptation from Foundation Models: A Baseline Study
Generalized Universal Domain Adaptation with Generative Flow Networks
Universal Domain Adaptation via Compressive Attention Matching
Noisy Universal Domain Adaptation via Divergence Optimization for Visual Recognition
Upcycling Models under Domain and Category Shift
Domain Adaptation for Time Series Under Feature and Label Shifts
DeepAstroUDA: Semi-Supervised Universal Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
Universal Domain Adaptation for Remote Sensing Image Scene Classification
Learning Classifiers of Prototypes and Reciprocal Points for Universal Domain Adaptation
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All-in-One Classifier
Semi-Supervised Domain Adaptation for Cross-Survey Galaxy Morphology Classification and Anomaly Detection
Unified Optimal Transport Framework for Universal Domain Adaptation
Subsidiary Prototype Alignment for Universal Domain Adaptation
HyperDomainNet: Universal Domain Adaptation for Generative Adversarial Networks
Provably Uncertainty-Guided Universal Domain Adaptation
Exploiting Inter-Sample Affinity for Knowability-Aware Universal Domain Adaptation
Towards Adaptive Unknown Authentication for Universal Domain Adaptation by Classifier Paradox
0/1 Deep Neural Networks via Block Coordinate Descent
OneRing: A Simple Method for Source-free Open-partial Domain Adaptation
UMAD: Universal Model Adaptation under Domain and Category Shift
2nd Place Solution for VisDA 2021 Challenge -- Universally Domain Adaptive Image Recognition
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