OpenCodePapers
universal-domain-adaptation-on-office-31
Universal Domain Adaptation
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Paper
Code
H-score
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Source-Free
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ModelName
ReleaseDate
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Universal Domain Adaptation via Compressive Attention Matching
95.95
no
UniAM
2023-04-24
MLNet: Mutual Learning Network with Neighborhood Invariance for Universal Domain Adaptation
✓ Link
92.8
no
MLNet
2023-12-13
Boosting Novel Category Discovery Over Domains with Soft Contrastive Learning and All in One Classifier
✓ Link
91.8
no
SAN
2023-01-01
Unified Optimal Transport Framework for Universal Domain Adaptation
✓ Link
91.13
no
UniOT
2022-10-31
Upcycling Models under Domain and Category Shift
✓ Link
87.8
yes
GLC
2023-03-13
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
✓ Link
87.8
yes
LEAD
2024-03-06
Geometric Anchor Correspondence Mining With Uncertainty Modeling for Universal Domain Adaptation
87.6
no
GATE
2022-01-01
UMAD: Universal Model Adaptation under Domain and Category Shift
87.0
yes
UMAD
2021-12-16
OVANet: One-vs-All Network for Universal Domain Adaptation
✓ Link
86.5
no
OVANet
2021-04-07
Domain Consensus Clustering for Universal Domain Adaptation
✓ Link
80.16
no
DCC
2021-06-05
Learning to Detect Open Classes for Universal Domain Adaptation
✓ Link
73.14
no
CMU
Universal Domain Adaptation
63.46
no
UAN
2019-06-01