4 papers · 1 filter
Meta-Transfer Derm-Diagnosis: Exploring Few-Shot Learning and Transfer Learning for Skin Disease Classification in Long-Tail Distribution
Zeynep Ãzdemir, Hacer Yalim Keles, Ãmer Ãzgür Tanrıöver
Building accurate models for rare skin diseases remains challenging due to the lack of sufficient labeled data and the inherently long-tailed distribution of available samples. The…
CLoE: Curriculum Learning on Endoscopic Images for Robust MES Classification
Zeynep Ozdemir, Hacer Yalim Keles, Omer Ozgur Tanriover
Estimating disease severity from endoscopic images is essential in assessing ulcerative colitis, where the Mayo Endoscopic Subscore (MES) is widely used to grade inflammation. Howe…
SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work
Harry Walsh, Ed Fish, Ozge Mercanoglu Sincan +19
Sign Language Production (SLP) is the task of generating sign language video from spoken language inputs. The field has seen a range of innovations over the last few years, with th…
SkelCap: Automated Generation of Descriptive Text from Skeleton Keypoint Sequences
Ali Emre Keskin, Hacer Yalim Keles
Numerous sign language datasets exist, yet they typically cover only a limited selection of the thousands of signs used globally. Moreover, creating diverse sign language datasets…