41 citations · 46 across the 9 of their papers we have counts for
3 papers · 1 filter
Mitigate the Gap: Investigating Approaches for Improving Cross-Modal Alignment in CLIP
Sedigheh Eslami, Gerard de Melo
Contrastive Language--Image Pre-training (CLIP) has manifested remarkable improvements in zero-shot classification and cross-modal vision-language tasks. Yet, from a geometrical po…
ELSA: Evaluating Localization of Social Activities in Urban Streets using Open-Vocabulary Detection
Maryam Hosseini, Marco Cipriano, Sedigheh Eslami +4
Existing Open Vocabulary Detection (OVD) models exhibit a number of challenges. They often struggle with semantic consistency across diverse inputs, and are often sensitive to slig…
Does CLIP Benefit Visual Question Answering in the Medical Domain as Much as it Does in the General Domain?
Sedigheh Eslami, Gerard de Melo, Christoph Meinel
Contrastive Language--Image Pre-training (CLIP) has shown remarkable success in learning with cross-modal supervision from extensive amounts of image--text pairs collected online.…