1 citations · 2 across the 10 of their papers we have counts for
3 papers · 1 filter
Evaluating Cultural Knowledge Editing in Vision-Language Models
Malvina Nikandrou, Georgios Pantazopoulos, Ioannis Konstas +1
Current Vision-Language Models (VLMs) frequently fail to recognize culture-specific concepts, especially from underrepresented regions. Effectively injecting this long-tail knowled…
Enhancing Continual Learning in Visual Question Answering with Modality-Aware Feature Distillation
Malvina Nikandrou, Georgios Pantazopoulos, Ioannis Konstas +1
Continual learning focuses on incrementally training a model on a sequence of tasks with the aim of learning new tasks while minimizing performance drop on previous tasks. Existing…
AlanaVLM: A Multimodal Embodied AI Foundation Model for Egocentric Video Understanding
Alessandro Suglia, Claudio Greco, Katie Baker +5
AI personal assistants deployed via robots or wearables require embodied understanding to collaborate with humans effectively. However, current Vision-Language Models (VLMs) primar…