LEAD: Learning Decomposition for Source-free Universal Domain Adaptation

LEAD: Learning Decomposition for Source-free Universal Domain Adaptation

6 March 2024

Florian Röhrbein

Guang Chen

Papers citing "LEAD: Learning Decomposition for Source-free Universal Domain Adaptation"

11 / 11 papers shown

Title
Revisiting CLIP for SF-OSDA: Unleashing Zero-Shot Potential with Adaptive Threshold and Training-Free Feature Filtering Y. Li Jindong Li Qi Wang Qianli Xing Runliang Niu Shengsheng Wang Menglin Yang VLM 30 0 0 19 Apr 2025
Analysis of Pseudo-Labeling for Online Source-Free Universal Domain Adaptation Pascal Schlachter Jonathan Fuss Bin Yang 23 0 0 16 Apr 2025
GenMix: Effective Data Augmentation with Generative Diffusion Model Image Editing Khawar Islam M. Zaheer Arif Mahmood Karthik Nandakumar Naveed Akhtar DiffM 72 0 0 03 Dec 2024
Multi-Granularity Class Prototype Topology Distillation for Class-Incremental Source-Free Unsupervised Domain Adaptation Peihua Deng Jiehua Zhang Xichun Sheng C. Yan Yaoqi Sun Ying Fu Liang-Sheng Li CLL 71 1 0 25 Nov 2024
Domain-invariant Representation Learning via Segment Anything Model for Blood Cell Classification Yongcheng Li Lingcong Cai Ying Lu Cheng Lin Yupeng Zhang ... Genan Dai Bowen Zhang Jingzhou Cao Xiangzhong Zhang Xiaomao Fan 33 1 0 14 Aug 2024
Memory-Efficient Pseudo-Labeling for Online Source-Free Universal Domain Adaptation using a Gaussian Mixture Model Pascal Schlachter Simon Wagner Bin Yang TTA 25 1 0 19 Jul 2024
HGL: Hierarchical Geometry Learning for Test-time Adaptation in 3D Point Cloud Segmentation Tianpei Zou Sanqing Qu Zhijun Li Alois C. Knoll Lianghua He Guang Chen Changjun Jiang 3DPC 19 0 0 17 Jul 2024
MAP: MAsk-Pruning for Source-Free Model Intellectual Property Protection Boyang Peng Sanqing Qu Yong Wu Tianpei Zou Lianghua He Alois C. Knoll Guang Chen Changjun Jiang AAML 24 1 0 07 Mar 2024
Upcycling Models under Domain and Category Shift Sanqing Qu Tianpei Zou Florian Roehrbein Cewu Lu Guang-Sheng Chen Dacheng Tao Changjun Jiang 33 39 0 13 Mar 2023
Mitigating Neural Network Overconfidence with Logit Normalization Hongxin Wei Renchunzi Xie Hao-Ran Cheng Lei Feng Bo An Yixuan Li OODD 158 258 0 19 May 2022
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 149 9,300 0 28 May 2015