Active Domain Adaptation via Clustering Uncertainty-weighted Embeddings

16 October 2020

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

50 / 56 papers shown

Title
Adaptation Method for Misinformation Identification Yangping Chen Weijie Shi Mengze Li Yue Cui H. Chen Jia Zhu Jiajie Xu 30 0 0 19 Apr 2025
NeuroADDA: Active Discriminative Domain Adaptation in Connectomic Shashata Sawmya Thomas L. Athey Gwyneth Liu Nir Shavit 63 0 0 08 Mar 2025
Active Learning for Vision-Language Models Bardia Safaei Vishal M. Patel VLM 42 2 0 29 Oct 2024
A3: Active Adversarial Alignment for Source-Free Domain Adaptation Chrisantus Eze Christopher Crick 20 0 0 27 Sep 2024
DELTA: Dual Consistency Delving with Topological Uncertainty for Active Graph Domain Adaptation Pengyun Wang Yadi Cao Chris Russell Yanxin Shen Junyu Luo Ming Zhang Siyu Heng Xiao Luo 38 1 0 13 Sep 2024
Out-of-Distribution Learning with Human Feedback Haoyue Bai Xuefeng Du Katie Rainey Shibin Parameswaran Yixuan Li OODD 21 3 0 14 Aug 2024
Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence Mengyao Lyu Tianxiang Hao Xinhao Xu Hui Chen Zijia Lin Jungong Han Guiguang Ding VLM TTA 31 5 0 26 Jul 2024
Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data Junha Song Tae Soo Kim Junha Kim Gunhee Nam Thijs Kooi Jaegul Choo 47 1 0 22 Jul 2024
ALPBench: A Benchmark for Active Learning Pipelines on Tabular Data Valentin Margraf Marcel Wever Sandra Gilhuber Gabriel Marques Tavares Thomas Seidl Eyke Hüllermeier 36 0 0 25 Jun 2024
Camera clustering for scalable stream-based active distillation Dani Manjah Davide Cacciarelli Christophe De Vleeschouwer Benoit Macq 28 1 0 16 Apr 2024
Active Test-Time Adaptation: Theoretical Analyses and An Algorithm Shurui Gui Xiner Li Shuiwang Ji TTA 59 11 0 07 Apr 2024
Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guarantees Guang-Yuan Hao Hengguan Huang Haotian Wang Jie Gao Hao Wang OOD 41 1 0 03 Feb 2024
D3GU: Multi-Target Active Domain Adaptation via Enhancing Domain Alignment Lin Zhang Linghan Xu Saman Motamed Shayok Chakraborty Fernando De la Torre 32 4 0 10 Jan 2024
Density Matters: Improved Core-set for Active Domain Adaptive Segmentation Shizhan Liu Zhengkai Jiang Yuxi Li Jinlong Peng Yabiao Wang Weiyao Lin 24 0 0 15 Dec 2023
Federated Active Learning for Target Domain Generalisation Razvan Caramalau Binod Bhattarai Danail Stoyanov OOD FedML 24 1 0 04 Dec 2023
Few Clicks Suffice: Active Test-Time Adaptation for Semantic Segmentation Longhui Yuan Shuangliang Li Zhuo He Binhui Xie TTA VLM 42 1 0 04 Dec 2023
Benchmarking Multi-Domain Active Learning on Image Classification Jiayi Li Rohan Taori Tatsunori Hashimoto VLM 32 0 0 01 Dec 2023
Evidential Uncertainty Quantification: A Variance-Based Perspective Ruxiao Duan B. Caffo Harrison X. Bai Haris I. Sair Craig K. Jones UD EDL UQCV BDL PER 34 13 0 19 Nov 2023
Annotator: A Generic Active Learning Baseline for LiDAR Semantic Segmentation Binhui Xie Shuang Li Qingju Guo Chi Harold Liu Xinjing Cheng VLM 29 8 0 31 Oct 2023
A comprehensive survey on deep active learning in medical image analysis Haoran Wang Q. Jin Shiman Li Siyu Liu Manning Wang Zhijian Song VLM 46 22 0 22 Oct 2023
How To Overcome Confirmation Bias in Semi-Supervised Image Classification By Active Learning Sandra Gilhuber Rasmus Hvingelby Mang Ling Ada Fok Thomas Seidl 29 1 0 16 Aug 2023
Dynamic Domain Discrepancy Adjustment for Active Multi-Domain Adaptation Long-Yu Liu Bo Zhou Zhipeng Zhao Zening Liu 30 0 0 26 Jul 2023
Divide and Adapt: Active Domain Adaptation via Customized Learning Duojun Huang Jichang Li Weikai Chen Jun Steed Huang Z. Chai Guanbin Li 34 25 0 21 Jul 2023
Hyperbolic Active Learning for Semantic Segmentation under Domain Shift Luca Franco Paolo Mandica Konstantinos Kallidromitis Devin Guillory Yu-Teng Li Trevor Darrell Fabio Galasso 49 9 0 19 Jun 2023
Training-Free Neural Active Learning with Initialization-Robustness Guarantees Apivich Hemachandra Zhongxiang Dai Jasraj Singh See-Kiong Ng K. H. Low AAML 30 6 0 07 Jun 2023
Generalized Universal Domain Adaptation with Generative Flow Networks Didi Zhu Yinchuan Li Yunfeng Shao Jianye Hao Fei Wu Kun Kuang Jun Xiao Chao Wu AI4CE OOD 34 16 0 08 May 2023
Cluster Entropy: Active Domain Adaptation in Pathological Image Segmentation Xiaoqing Liu Kengo Araki S. Harada Akihiko Yoshizawa Kazuhiro Terada Mariyo Rokutan-Kurata N. Nakajima Hiroyuki Abe T. Ushiku Ryoma Bise OOD 19 1 0 26 Apr 2023
Spectral Transfer Guided Active Domain Adaptation For Thermal Imagery Berkcan Ustun Ahmet Kağan Kaya Ezgi Cakir Ayerden Fazil Altinel 21 3 0 14 Apr 2023
ASPEST: Bridging the Gap Between Active Learning and Selective Prediction Jiefeng Chen Jinsung Yoon Sayna Ebrahimi Sercan Ö. Arik S. Jha Tomas Pfister 28 1 0 07 Apr 2023
Bi3D: Bi-domain Active Learning for Cross-domain 3D Object Detection Jiakang Yuan Bo-Wen Zhang Xiangchao Yan Tao Chen Botian Shi Yikang Li Yu Qiao 45 24 0 10 Mar 2023
Dirichlet-based Uncertainty Calibration for Active Domain Adaptation Mixue Xie Shuang Li Rui Zhang Chi Harold Liu UQCV 35 29 0 27 Feb 2023
Active learning for data streams: a survey Davide Cacciarelli M. Kulahci 19 40 0 17 Feb 2023
Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation Licong Guan Xue Yuan 17 9 0 31 Jan 2023
Plug and Play Active Learning for Object Detection Chenhongyi Yang Lichao Huang Elliot J. Crowley ObjD 23 16 0 21 Nov 2022
Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey Yuecong Xu Haozhi Cao Zhenghua Chen Xiaoli Li Lihua Xie Jianfei Yang 24 14 0 17 Nov 2022
Reducing Annotation Effort by Identifying and Labeling Contextually Diverse Classes for Semantic Segmentation Under Domain Shift Sharat Agarwal Saket Anand Chetan Arora 11 1 0 13 Oct 2022
Placing Human Animations into 3D Scenes by Learning Interaction- and Geometry-Driven Keyframes James F. Mullen D. Kothandaraman Aniket Bera Dinesh Manocha 3DH 40 9 0 13 Sep 2022
Local Context-Aware Active Domain Adaptation Tao Sun Cheng Lu Haibin Ling 22 8 0 26 Aug 2022
Combating Label Distribution Shift for Active Domain Adaptation S. Hwang Sohyun Lee Sungyeon Kim Jungseul Ok Suha Kwak 27 18 0 13 Aug 2022
Prior Knowledge Guided Unsupervised Domain Adaptation Tao Sun Cheng Lu Haibin Ling 30 31 0 18 Jul 2022
Active Source Free Domain Adaptation Fan Wang Zhongyi Han Zhiyan Zhang Yilong Yin 141 11 0 22 May 2022
Loss-based Sequential Learning for Active Domain Adaptation Kyeongtak Han Youngeun Kim Dongyoon Han Sungeun Hong 19 0 0 25 Apr 2022
Learning Distinctive Margin toward Active Domain Adaptation Ming-Kun Xie Yuxi Li Yabiao Wang Zekun Luo Zhenye Gan Zhongyi Sun M. Chi Chengjie Wang Pei Wang 23 31 0 11 Mar 2022
D2ADA: Dynamic Density-aware Active Domain Adaptation for Semantic Segmentation Tsung-Han Wu Yi-Syuan Liou Shaojie Yuan Hsin-Ying Lee Tung-I Chen Kuan-Chih Huang Winston H. Hsu 39 9 0 14 Feb 2022
Cost-effective Framework for Gradual Domain Adaptation with Multifidelity Shogo Sagawa H. Hino CLL 29 6 0 09 Feb 2022
Burn After Reading: Online Adaptation for Cross-domain Streaming Data Luyu Yang M. Gao Zeyuan Chen Ran Xu Abhinav Shrivastava Chetan Ramaiah 21 4 0 08 Dec 2021
Active Learning for Domain Adaptation: An Energy-Based Approach Binhui Xie Longhui Yuan Shuang Li Chi Harold Liu Xinjing Cheng Guoren Wang 16 107 0 02 Dec 2021
Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection Deepti Hegde Vishal M. Patel 3DPC 29 14 0 30 Nov 2021
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 25 89 0 25 Nov 2021
Bayesian Active Learning for Sim-to-Real Robotic Perception Jianxiang Feng Jongseok Lee M. Durner Rudolph Triebel 44 13 0 23 Sep 2021