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Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings
v1v2v3 (latest)

Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings

IEEE International Conference on Computer Vision (ICCV), 2020
16 October 2020
Viraj Prabhu
Arjun Chandrasekaran
Kate Saenko
Judy Hoffman
    OOD
ArXiv (abs)PDFHTML

Papers citing "Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings"

13 / 63 papers shown
Cost-effective Framework for Gradual Domain Adaptation with
  Multifidelity
Cost-effective Framework for Gradual Domain Adaptation with MultifidelityNeural Networks (NN), 2022
Shogo Sagawa
H. Hino
CLL
273
6
0
09 Feb 2022
Burn After Reading: Online Adaptation for Cross-domain Streaming Data
Burn After Reading: Online Adaptation for Cross-domain Streaming Data
Luyu Yang
M. Gao
Zeyuan Chen
Ran Xu
Abhinav Shrivastava
Chetan Ramaiah
142
4
0
08 Dec 2021
Active Learning for Domain Adaptation: An Energy-Based Approach
Active Learning for Domain Adaptation: An Energy-Based Approach
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
Guoren Wang
261
140
0
02 Dec 2021
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D
  Object Detection
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection
Deepti Hegde
Vishal M. Patel
3DPC
266
15
0
30 Nov 2021
Towards Fewer Annotations: Active Learning via Region Impurity and
  Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Towards Fewer Annotations: Active Learning via Region Impurity and Prediction Uncertainty for Domain Adaptive Semantic Segmentation
Binhui Xie
Longhui Yuan
Shuang Li
Chi Harold Liu
Xinjing Cheng
UQCV
213
105
0
25 Nov 2021
Bayesian Active Learning for Sim-to-Real Robotic Perception
Bayesian Active Learning for Sim-to-Real Robotic PerceptionIEEE/RJS International Conference on Intelligent RObots and Systems (IROS), 2021
Jianxiang Feng
Jongseok Lee
M. Durner
Rudolph Triebel
292
17
0
23 Sep 2021
S$^3$VAADA: Submodular Subset Selection for Virtual Adversarial Active
  Domain Adaptation
S3^33VAADA: Submodular Subset Selection for Virtual Adversarial Active Domain Adaptation
Harsh Rangwani
Arihant Jain
Sumukh K Aithal
R. Venkatesh Babu
TTA
199
33
0
18 Sep 2021
TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation
TACS: Taxonomy Adaptive Cross-Domain Semantic SegmentationEuropean Conference on Computer Vision (ECCV), 2021
R. Gong
Martin Danelljan
Dengxin Dai
D. Paudel
Ajad Chhatkuli
Feng Yu
Luc Van Gool
225
9
0
10 Sep 2021
LabOR: Labeling Only if Required for Domain Adaptive Semantic
  Segmentation
LabOR: Labeling Only if Required for Domain Adaptive Semantic SegmentationIEEE International Conference on Computer Vision (ICCV), 2021
Inkyu Shin
Dong-Jin Kim
Jae-Won Cho
Sanghyun Woo
Kwanyong Park
In So Kweon
254
67
0
12 Aug 2021
Online Continual Adaptation with Active Self-Training
Online Continual Adaptation with Active Self-TrainingInternational Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Shiji Zhou
Han Zhao
Shanghang Zhang
Lianzhe Wang
Heng Chang
Zhi Wang
Wenwu Zhu
CLL
155
14
0
11 Jun 2021
Discrepancy-Based Active Learning for Domain Adaptation
Discrepancy-Based Active Learning for Domain AdaptationInternational Conference on Learning Representations (ICLR), 2021
Antoine de Mathelin
Francois Deheeger
Mathilde Mougeot
Nicolas Vayatis
261
26
0
05 Mar 2021
Deep Co-Training with Task Decomposition for Semi-Supervised Domain
  Adaptation
Deep Co-Training with Task Decomposition for Semi-Supervised Domain AdaptationIEEE International Conference on Computer Vision (ICCV), 2020
Luyu Yang
Yan Wang
M. Gao
Abhinav Shrivastava
Kilian Q. Weinberger
Wei-Lun Chao
Ser-Nam Lim
OOD
412
88
0
24 Jul 2020
Adversarial Discriminative Domain Adaptation
Adversarial Discriminative Domain AdaptationComputer Vision and Pattern Recognition (CVPR), 2017
Eric Tzeng
Judy Hoffman
Kate Saenko
Trevor Darrell
GANOOD
1.1K
5,056
0
17 Feb 2017
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