Andrei Bursuc

27 papers · 2019–2026 · 8 conferences · across top CS/AI conferences

Achievements

+8 more ↓

🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (10)

🗺️ Taxonomy Completionist (54) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🤝 Dynamic Duo (12) ⚡ Prolific Year (7) 🗃️ Keyword Collector (91) 🔥 Unstoppable (8) 💎 Century Club (27)

Conferences

CVPR (8) ECCV (6) ICCV (5) CORL (2) NIPS (2) WACV (2) AAAI (1) ICLR (1)

Top co-authors

Patrick Pérez (12) Spyros Gidaris (11) Gianni Franchi (5) Oriane Siméoni (5) Matthieu Cord (4) Mohammad Fahes (4) Raoul de Charette (4) Gilles Puy (4) Tuan-Hung VU (4) Nikos Komodakis (4)

Keywords

semantic segmentation (7) representation learning (5) self-supervised learning (5) vision-language model (3) image classification (3) few-shot learning (3) domain adaptation (3) autonomous driving (3) domain generalization (2) unsupervised learning (2) 3d semantic segmentation (2) zero-shot learning (2) out-of-distribution detection (2) knowledge distillation (2) contrastive learning (2) lidar point cloud (2) feature learning (2) transfer learning (1) probabilistic modeling (1) image generation (1)

Papers

CLIP's Visual Embedding Projector is a Few-shot Cornucopia WACV 2026 DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025 FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation ICCV 2025 CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation ECCV 2024 Make Me a BNN: A Simple Strategy for Estimating Bayesian Uncertainty from Pre-trained Models CVPR 2024 No Train, all Gain: Self-Supervised Gradients Improve Deep Frozen Representations NIPS 2024 Three Pillars Improving Vision Foundation Model Distillation for Lidar CVPR 2024 A Simple Recipe for Language-guided Domain Generalized Segmentation CVPR 2024 Learning To Generate Training Datasets for Robust Semantic Segmentation WACV 2024 POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images NIPS 2023 RangeViT: Towards Vision Transformers for 3D Semantic Segmentation in Autonomous Driving CVPR 2023 PODA: Prompt-driven Zero-shot Domain Adaptation ICCV 2023 Packed Ensembles for efficient uncertainty estimation ICLR 2023 Latent Discriminant Deterministic Uncertainty ECCV 2022 LaRa: Latents and Rays for Multi-Camera Bird’s-Eye-View Semantic Segmentation CORL 2022 Active Learning Strategies for Weakly-Supervised Object Detection ECCV 2022 What to Hide from Your Students: Attention-Guided Masked Image Modeling ECCV 2022 Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation ECCV 2022 Image-to-Lidar Self-Supervised Distillation for Autonomous Driving Data CVPR 2022 Solving Disjunctive Temporal Networks with Uncertainty under Restricted Time-Based Controllability Using Tree Search and Graph Neural Networks AAAI 2022 OBoW: Online Bag-of-Visual-Words Generation for Self-Supervised Learning CVPR 2021 Triggering Failures: Out-of-Distribution Detection by Learning From Local Adversarial Attacks in Semantic Segmentation ICCV 2021 PLOP: Probabilistic Polynomial Objects trajectory Prediction for autonomous driving CORL 2020 Learning Representations by Predicting Bags of Visual Words CVPR 2020 TRADI: Tracking Deep Neural network Weight Distributions ECCV 2020 Dense Classification and Implanting for Few-Shot Learning CVPR 2019 Boosting Few-Shot Visual Learning With Self-Supervision ICCV 2019