Nearest Neighborhood-Based Deep Clustering for Source Data-absent
Unsupervised Domain Adaptation

Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation

27 July 2021

Norman Hendrich

Changshui Zhang

Papers citing "Nearest Neighborhood-Based Deep Clustering for Source Data-absent Unsupervised Domain Adaptation"

13 / 13 papers shown

Title
Proxy Denoising for Source-Free Domain Adaptation Song Tang Wenxin Su Mao Ye Jianwei Zhang Xiatian Zhu Xiatian Zhu 62 1 0 03 Jun 2024
Empowering Source-Free Domain Adaptation via MLLM-Guided Reliability-Based Curriculum Learning Dongjie Chen Kartik Patwari Zhengfeng Lai S. Cheung Chen-Nee Chuah Chen-Nee Chuah 45 0 0 28 May 2024
High-order Neighborhoods Know More: HyperGraph Learning Meets Source-free Unsupervised Domain Adaptation Jinkun Jiang Qingxuan Lv Yuezun Li Yong Du Sheng Chen Hui Yu Junyu Dong 33 0 0 11 May 2024
Source-Free Domain Adaptation with Frozen Multimodal Foundation Model Song Tang Wenxin Su Mao Ye Xiatian Zhu VLM 25 21 0 27 Nov 2023
Target-Aware Generative Augmentations for Single-Shot Adaptation Kowshik Thopalli Rakshith Subramanyam P. Turaga Jayaraman J. Thiagarajan TTA 37 5 0 22 May 2023
Soft Neighbors are Positive Supporters in Contrastive Visual Representation Learning Chongjian Ge Jiangliu Wang Zhan Tong Shoufa Chen Yibing Song Ping Luo SSL 22 27 0 30 Mar 2023
A Comprehensive Survey on Test-Time Adaptation under Distribution Shifts Jian Liang R. He Tien-Ping Tan OOD VLM TTA 27 202 0 27 Mar 2023
Source-Free Unsupervised Domain Adaptation: A Survey Yuqi Fang P. Yap W. Lin Hongtu Zhu Mingxia Liu 130 90 0 31 Dec 2022
Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation Xinyu Guan Han Sun Ningzhong Liu Huiyu Zhou 11 2 0 14 Oct 2022
Deep Clustering: A Comprehensive Survey Yazhou Ren Jingyu Pu Zhimeng Yang Jie Xu Guofeng Li X. Pu Philip S. Yu Lifang He HAI 35 100 0 09 Oct 2022
Test-Time Adaptation via Self-Training with Nearest Neighbor Information M-U Jang Sae-Young Chung Hye Won Chung OOD TTA 33 56 0 08 Jul 2022
Data-Free Knowledge Transfer: A Survey Yuang Liu Wei Zhang Jun Wang Jianyong Wang 27 48 0 31 Dec 2021
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation Zhonghao Wang Mo Yu Yunchao Wei Rogerio Feris Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD 179 232 0 18 Mar 2020