"source-free adaptation" Papers

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FreeDNA: Endowing Domain Adaptation of Diffusion-Based Dense Prediction with Training-Free Domain Noise Alignment

Hang Xu, Jie Huang, Linjiang Huang et al.

ICCV 2025arXiv:2506.22509

Optimal Transport-Guided Source-Free Adaptation for Face Anti-Spoofing

Zhuowei Li, Tianchen Zhao, Xiang Xu et al.

CVPR 2025arXiv:2503.22984

SPACE: SPike-Aware Consistency Enhancement for Test-Time Adaptation in Spiking Neural Networks

Xinyu Luo, Kecheng Chen, Pao-Sheng Sun et al.

NEURIPS 2025oralarXiv:2504.02298

Unlocking Constraints: Source-Free Occlusion-Aware Seamless Segmentation

Yihong Cao, Jiaming Zhang, Xu Zheng et al.

ICCV 2025arXiv:2506.21198

Is user feedback always informative? Retrieval Latent Defending for Semi-Supervised Domain Adaptation without Source Data

Junha Song, Tae Soo Kim, Junha Kim et al.

ECCV 2024arXiv:2407.15383

Learn from the Learnt: Source-Free Active Domain Adaptation via Contrastive Sampling and Visual Persistence

Mengyao Lyu, Tianxiang Hao, Xinhao Xu et al.

ECCV 2024arXiv:2407.18899

Test-Time Adaptation for Depth Completion

Hyoungseob Park, Anjali W Gupta, Alex Wong

CVPR 2024arXiv:2402.03312