2 papers
cs.CV2025
A Benchmark for Omni-Modal Reasoning in Long Videos
Mohammed Irfan Kurpath, Jaseel Muhammad Kaithakkodan, Jinxing Zhou +12
Long-form omni-modal video understanding requires integrating vision, speech, and ambient audio with coherent long-context reasoning. Existing video benchmarks often trade off temp…
cs.CV2025
TPA: Temporal Prompt Alignment for Fetal Congenital Heart Defect Classification
Darya Taratynova, Alya Almsouti, Beknur Kalmakhanbet +2
Congenital heart defect (CHD) detection in ultrasound videos is hindered by image noise and probe positioning variability. While automated methods can reduce operator dependence, c…