V ariable batch size According to our budget decay scheme, the total budget (200 human annotations + 800 GPT -3.5 annotations) allocated for human annotation is 100, 50, 25, 13 (rounded up from

Recent studies have shown promising results on utilizing large pre-trained image-language models for video question answering.

Usage Application The model is intended for open-vocabulary object detection.Known Caveats

Major challenges in scaling self-training are the choice of label space, pseudo-annotation filtering, and training efficiency.

Project lead, main contributor, correspondence to alexandre.rame@isir.upmc.fr. Equal experimental contribution, order determined at random. Further information and resources related to this project can be found on this website.