Patrick Pérez

Computer Science · Physical Sciences

52h-index14.7kcitations318works5.52yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(51), Advanced Neural Network Applications(49), Advanced Vision and Imaging(43), Domain Adaptation and Few-Shot Learning(42), Multimodal Machine Learning Applications(32)

Publications318 total

ARC-Encoder: learning compressed text representations for large language models
arXiv (Cornell University)·2025Open Access
Imbriquer les méthodes pour comprendre la dégradation des relations interpersonnelles en temps de crise
Revue Française de Sociologie·2025Open Access
Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation
International Journal of Computer Vision·2025· 4 citedOpen Access
CLIP-DINOiser: Teaching CLIP a Few DINO Tricks for Open-Vocabulary Semantic Segmentation
Lecture notes in computer science·2024· 10 cited
Reliability in Semantic Segmentation: Can We Use Synthetic Data?
Lecture notes in computer science·2024· 8 cited
Domain Adaptation with a Single Vision-Language Embedding
arXiv (Cornell University)·2024Open Access
CLIP's Visual Embedding Projector is a Few-shot Cornucopia
arXiv (Cornell University)·2024Open Access
Unsupervised Object Localization in the Era of Self-Supervised ViTs: A Survey
International Journal of Computer Vision·2024· 6 citedOpen Access
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks
2024· 9 citedOpen Access
Three Pillars Improving Vision Foundation Model Distillation for Lidar
2024· 17 cited
A Simple Recipe for Language-Guided Domain Generalized Segmentation
2024· 15 cited
PointBeV: A Sparse Approach to BeV Predictions
2024· 16 citedOpen Access
Winner-takes-all learners are geometry-aware conditional density estimators
arXiv (Cornell University)·2024Open Access
Code for reproducible research - Butterfly factorization by algorithmic identification of rank-one blocks
SPIRE - Sciences Po Institutional REpository·2024
OccFeat: Self-supervised Occupancy Feature Prediction for Pretraining BEV Segmentation Networks
arXiv (Cornell University)·2024Open Access
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images
arXiv (Cornell University)·2024· 8 citedOpen Access
ManiPose: Manifold-Constrained Multi-Hypothesis 3D Human Pose Estimation
2024
Manipulating Trajectory Prediction with Backdoors
arXiv (Cornell University)·2023· 2 citedOpen Access
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation
arXiv (Cornell University)·2023· 4 citedOpen Access
Reliability in Semantic Segmentation: Can We Use Synthetic Data?
arXiv (Cornell University)·2023· 2 citedOpen Access
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Frequent Co-authors

J. Vermaak(6), Matthieu Cord(5), Carine Hue(5), Andrew Blake(5), Christian Theobalt(5), Patrick Bouthémy(5), Michel Gangnet(4), J.-P. Le Cadre(4), Michael Zollhöfer(4), Tuan-Hung Vu(3), Ivan Laptev(3), Ayush Tewari(3), Pablo Garrido(3), Florian Bernard(3), Étienne Mémin(3), Max Mignotte(3), C. Collet(3), Gilles Puy(3), Spyros Gidaris(3), Andrei Bursuc(3)