Oriane Siméoni
11 papers · 2019–2025 · 6 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer
💎
Century Club · Bronze
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(6)
Analysis
(6)
Learning Types · Machine Learning
(6)
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types · Deep Learning
(3)
Application Areas
(2)
Models
(2)
Natural Language Processing
(1)
Core Methods
(1)
Domain-Specific
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
semantic segmentation
(3)
self-supervised learning
(2)
unsupervised object localization
(2)
zero-shot learning
(2)
vision-language model
(2)
image retrieval
(1)
3d vision
(1)
domain adaptation
(1)
autonomous driving
(1)
vision-language alignment
(1)
image segmentation
(1)
3d occupancy prediction
(1)
referring expression
(1)
instance segmentation
(1)
local feature matching
(1)
saliency detection
(1)
object discovery
(1)
seed selection
(1)
foundation model
(1)
knowledge distillation
(1)
Papers
DINOv2 Meets Text: A Unified Framework for Image- and Pixel-Level Vision-Language Alignment
CVPR 2025
LLM-wrapper: Black-Box Semantic-Aware Adaptation of Vision-Language Models for Referring Expression Comprehension
ICLR 2025
CLIP-DINOiser: Teaching CLIP a few DINO tricks for open-vocabulary semantic segmentation
ECCV 2024
CLIP-DIY: CLIP Dense Inference Yields Open-Vocabulary Semantic Segmentation For-Free
WACV 2024
Three Pillars Improving Vision Foundation Model Distillation for Lidar
CVPR 2024
POP-3D: Open-Vocabulary 3D Occupancy Prediction from Images
NeurIPS 2023
Unsupervised Object Localization: Observing the Background To Discover Objects
CVPR 2023
You Never Get a Second Chance To Make a Good First Impression: Seeding Active Learning for 3D Semantic Segmentation
ICCV 2023
Active Learning Strategies for Weakly-Supervised Object Detection
ECCV 2022
Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-Modal Distillation
ECCV 2022
Local Features and Visual Words Emerge in Activations
CVPR 2019