Sara Beery Team Proposes Transductive Active Labeling for Bioacoustic Data
Sara Beery gave a BioDCASE keynote on optimizing scarce expert labeling time for bioacoustic data, accompanied by an arXiv paper introducing transductive active labeling to tackle long-tailed species annotation in ecological datasets.
2026-10-28 ~ 2026-10-28 · 3 related posts
- Keynote at BioDCASE: how human verification shapes bioacoustic data labeling — sarameghanbeery · 2026-10-28
- BioDCASE keynote: optimally allocating scarce expert time for bioacoustic data labeling — sarameghanbeery · 2026-10-28
- New paper reframes active labeling as transductive discovery to recover rare species in ecology — sarameghanbeery · 2026-10-28