C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation

Author:

Karim Nazmul1,Mithun Niluthpol Chowdhury2,Rajvanshi Abhinav2,Chiu Han-pang2,Samarasekera Supun2,Rahnavard Nazanin1

Affiliation:

1. UCF,Department of ECE,Orlando,FL,USA

2. SRI International,Princeton,NJ,USA

Publisher

IEEE

Reference93 articles.

1. ImageNet: A large-scale hierarchical image database

2. Uncertainty-guided Model Generalization to Unseen Domains

3. Deepjdot: Deep joint distribution optimal transport for unsupervised domain adaptation;damodaran;Proceedings of the European Conference on Computer Vision (ECCV),0

4. Augmentation consistency-guided self-training for source-free domain adaptive semantic segmentation;prabhu;NeurIPS 2022 Workshop on Distribution Shifts Connecting Methods and Applications,0

5. Confident anchor-induced multi-source free domain adaptation;dong;Advances in neural information processing systems,0

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1. Generation, division and training: A promising method for source-free unsupervised domain adaptation;Neural Networks;2024-04

2. Similarity-Based Framework for Unsupervised Domain Adaptation: Peer Reviewing Policy for Pseudo-Labeling;Machine Learning and Knowledge Extraction;2023-10-12

3. Unsupervised Camouflaged Object Segmentation as Domain Adaptation;2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW);2023-10-02

4. Make Segment Anything Model Perfect on Shadow Detection;IEEE Transactions on Geoscience and Remote Sensing;2023

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