3 papers
cs.CV2026
SCOUT: Sim-to-Real Text-Based Person Retrieval by Embedding-Space Prediction over Frozen Video Features
Abdarahmane Traoré, Andy Couturier, Éric Hervet
Text-based person retrieval under a sim-to-real gap (synthetic training data, a real-image gallery) is usually tackled with costly fine-tuned cross-encoders. We ask whether a froze…
cs.CV2025
SmolRGPT: Efficient Spatial Reasoning for Warehouse Environments with 600M Parameters
Abdarahmane Traore, Éric Hervet, Andy Couturier
Recent advances in vision-language models (VLMs) have enabled powerful multimodal reasoning, but state-of-the-art approaches typically rely on extremely large models with prohibiti…
cs.CV2025
Improving Fungi Prototype Representations for Few-Shot Classification
Abdarahmane Traore, Éric Hervet, Andy Couturier
The FungiCLEF 2025 competition addresses the challenge of automatic fungal species recognition using realistic, field-collected observational data. Accurate identification tools su…