1 citations · 1 across the 4 of their papers we have counts for
4 papers
World Models in Words: Auditing Physical State-Transition Commitments in Vision-Language Models
Emmanuelle Bourigault
Vision-language models (VLMs) are increasingly used to answer questions about physical scenes, yet most evaluations reduce performance to a final answer. This hides whether the mod…
FrEVL: Leveraging Frozen Pretrained Embeddings for Efficient Vision-Language Understanding
Emmanuelle Bourigault, Pauline Bourigault
The deployment of vision-language models remains constrained by substantial computational requirements. We present \textbf{FrEVL}, a framework exploring whether frozen pretrained e…
MVDiff: Scalable and Flexible Multi-View Diffusion for 3D Object Reconstruction from Single-View
Emmanuelle Bourigault, Pauline Bourigault
Generating consistent multiple views for 3D reconstruction tasks is still a challenge to existing image-to-3D diffusion models. Generally, incorporating 3D representations into dif…
Multimodal PET/CT Tumour Segmentation and Prediction of Progression-Free Survival using a Full-Scale UNet with Attention
Emmanuelle Bourigault, Daniel R. McGowan, Abolfazl Mehranian +1
Segmentation of head and neck (H\&N) tumours and prediction of patient outcome are crucial for patient's disease diagnosis and treatment monitoring. Current developments of robust…