dinov2
- AI-Generated Video Detection via Perceptual Straightening
- Ditch the Denoiser: Emergence of Noise Robustness in Self-Supervised Learning from Data Curriculum
- FastDINOv2: Frequency Based Curriculum Learning Improves Robustness and Training Speed
- REN: Fast and Efficient Region Encodings from Patch-Based Image Encoders
- Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2
- Register and [CLS] tokens induce a decoupling of local and global features in large ViTs