2 papers
cs.CV2026
When Does a Laugh Begin? Structured Annotator Disagreement in Temporal Laughter Localization
Eyal Hanania, Daniel Arkushin, Naveh Ayal +4
Annotators routinely disagree on laughter boundaries and subtle chuckles, yet temporal laughter localization typically evaluates against a single reference annotation. We show that…
cs.CV2026
MTLLFM: Multimodal-Temporal Laughter Localization: UR-FUNNY-Temporal and SMILE-Temporal Benchmarks with an Adaptive Multimodal Fusion Model
Eyal Hanania, Nadav Kirsch, Daniel Arkushin +4
Detecting laughter in video is essential for affective computing and narrative understanding, yet existing approaches treat it as coarse clip-level classification, failing to captu…