2 papers
cs.CV2026
What Do Audio-Visual Synchronization Metrics Actually Measure?
Jai Kumar Sharma, Peeyush Tapadiya
Automatic AV-sync metrics are widely used to rank and train audio-visual generators, but they are rarely audited as measurement instruments. We jointly audit AV-Align, ImageBind AV…
cs.CV2026
Can You Trust Frozen Hematology Foundation Models under Acquisition Shift?
Jai Kumar Sharma, Peeyush Tapadiya
Frozen hematology foundation-model (FM) embeddings reach near-saturated in-domain white-blood-cell (WBC) accuracy, but clinical deployment demands reliability across scanners, site…