388 citations · 1.6k across the 42 of their papers we have counts for
3 papers · 1 filter
Object-based (yet Class-agnostic) Video Domain Adaptation
Dantong Niu, Amir Bar, Roei Herzig +2
Existing video-based action recognition systems typically require dense annotation and struggle in environments when there is significant distribution shift relative to the trainin…
MammalNet: A Large-scale Video Benchmark for Mammal Recognition and Behavior Understanding
Jun Chen, Ming Hu, Darren J. Coker +5
Monitoring animal behavior can facilitate conservation efforts by providing key insights into wildlife health, population status, and ecosystem function. Automatic recognition of a…
Simple Token-Level Confidence Improves Caption Correctness
Suzanne Petryk, Spencer Whitehead, Joseph E. Gonzalez +3
The ability to judge whether a caption correctly describes an image is a critical part of vision-language understanding. However, state-of-the-art models often misinterpret the cor…