"unsupervised fine-tuning" Papers

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CleanDIFT: Diffusion Features without Noise

Nick Stracke, Stefan Andreas Baumann, Kolja Bauer et al.

CVPR 2025arXiv:2412.03439
24
citations

LORE: Lagrangian-Optimized Robust Embeddings for Visual Encoders

Borna Khodabandeh, Amirabbas Afzali, Amirhossein Afsharrad et al.

NEURIPS 2025arXiv:2505.18884

Realistic Unsupervised CLIP Fine-tuning with Universal Entropy Optimization

Jian Liang, Sheng, Zhengbo Wang et al.

ICML 2024spotlightarXiv:2308.12919
13
citations

Robust CLIP: Unsupervised Adversarial Fine-Tuning of Vision Embeddings for Robust Large Vision-Language Models

Christian Schlarmann, Naman Singh, Francesco Croce et al.

ICML 2024arXiv:2402.12336
88
citations