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RC2022
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Description with markdown (optional):
Image
Domain Adaptation
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General
• 16 methods
Methods
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Method
Year
Papers
DANCE
Universal Domain Adaptation through Self Supervision
2020
8
Source Hypothesis Transfer
Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation
2020
3
MSGAN
Multi-source Domain Adaptation for Visual Sentiment Classification
2020
2
SIFA
Unsupervised Bidirectional Cross-Modality Adaptation via Deeply Synergistic Image and Feature Alignment for Medical Image Segmentation
2020
2
SymmNet
Unsupervised Multi-Class Domain Adaptation: Theory, Algorithms, and Practice
2020
2
SSTDA
Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation
2020
2
Mechanism Transfer
Few-shot Domain Adaptation by Causal Mechanism Transfer
2020
2
L2M
Learning to Match Distributions for Domain Adaptation
2020
2
Tunable Network
Deep Network Interpolation for Continuous Imagery Effect Transition
2018
2
DistanceNet
Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits
2020
1
DAEL
Domain Adaptive Ensemble Learning
2020
1
SRDC
Unsupervised Domain Adaptation via Structurally Regularized Deep Clustering
2020
1
SGPCS
CARLANE: A Lane Detection Benchmark for Unsupervised Domain Adaptation from Simulation to multiple Real-World Domains
2022
1
STMDA-RetinaNet
A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training
2022
1
ALDI++
Align and Distill: Unifying and Improving Domain Adaptive Object Detection
2024
1