7 citations · 17 across the 6 of their papers we have counts for
5 papers · 1 filter
Beyond Templates: Revisiting Zero-Shot Remote Sensing through Meta-Prompting
Eirini Baltzi, Dionysis Christopoulos, Sotiris Spanos +2
Vision-language models (VLMs) have sparked growing interest in zero-shot Earth Observation (EO) downstream tasks, with further gains enabled by remote-sensing-adapted models. We ex…
Skin Lesion Phenotyping via Nested Multi-modal Contrastive Learning
Dionysis Christopoulos, Sotiris Spanos, Eirini Baltzi +2
We introduce SLIMP (Skin Lesion Image-Metadata Pre-training) for learning rich representations of skin lesions through a novel nested contrastive learning approach that captures co…
TRACE: Transformer-based Risk Assessment for Clinical Evaluation
Dionysis Christopoulos, Sotiris Spanos, Valsamis Ntouskos +1
We present TRACE (Transformer-based Risk Assessment for Clinical Evaluation), a novel method for clinical risk assessment based on clinical data, leveraging the self-attention mech…
Anticipation and next action forecasting in video: an end-to-end model with memory
Fiora Pirri, Lorenzo Mauro, Edoardo Alati +3
Action anticipation and forecasting in videos do not require a hat-trick, as far as there are signs in the context to foresee how actions are going to be deployed. Capturing these…
Confidence driven TGV fusion
Valsamis Ntouskos, Fiora Pirri
We introduce a novel model for spatially varying variational data fusion, driven by point-wise confidence values. The proposed model allows for the joint estimation of the data and…