Andrei Bursuc
- Papers
- 14
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Authored papers
14Boosting Visual Instruction Tuning with Self-Supervised Guidance
arXiv 2026
Franca: Nested Matryoshka Clustering for Scalable Visual Representation Learning
arXiv 2025
DIP: Unsupervised Dense In-Context Post-training of Visual Representations
ICCV 2025
Fine-Tuning CLIP's Last Visual Projector: A Few-Shot Cornucopia
arXiv 2024
No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations
arXiv 2024
Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models
CVPR 2024 1
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation
arXiv 2023
Three Pillars improving Vision Foundation Model Distillation for Lidar
CVPR 2024 1
Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data
CVPR 2022 1
PØDA: Prompt-driven Zero-shot Domain Adaptation
arXiv 2022
What to Hide from Your Students: Attention-Guided Masked Image Modeling
arXiv 2022
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation
arXiv 2022
Localizing Objects with Self-Supervised Transformers and no Labels
arXiv 2021
OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning
obow-online-bag-of-visual-words-generation
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