re-vision-init.bsky.social

(1/6) Do our visual neuroscience findings actually replicate? And do they generalize beyond the datasets they were found in? We've lauched re:vision, a community-driven initiative to answer these questions, and we are looking for scientistis to participate. re-vision-initiative.org

(5/6) How you can participate: teams of 1–3 pick a published finding and replicate it using LAION-fMRI. No new data collection. Everything is provided via our Python package. Every valid report gets the chance at co-authorship on the consortium paper and to win one of our cash prices of $2,500

(1/6) Do our visual neuroscience findings actually replicate? And do they generalize beyond the datasets they were found in? We've lauched re:vision, a community-driven initiative to answer these questions, and we are looking for scientistis to participate. re-vision-initiative.org

(3/6) They're rarely tested directly. And recent work (e.g. by @ykamit.bsky.social) suggests common datasets may lack image diversity and have high train/test similarity, opening the door to leakage. doi.org/10.1016/j.ne...

(1/6) Do our visual neuroscience findings actually replicate? And do they generalize beyond the datasets they were found in? We've lauched re:vision, a community-driven initiative to answer these questions, and we are looking for scientistis to participate. re-vision-initiative.org