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Workshop
Predicting the Performance of Foundation Models via Agreement-on-the-Line
Rahul Saxena · Aman Mehra · Taeyoun Kim · Christina Baek · J. Zico Kolter · Aditi Raghunathan
Workshop
Fri 11:35 Does CLIP’s generalization performance mainly stem from high train-test similarity?
Prasanna Mayilvahanan · Thaddäus Wiedemer · Evgenia Rusak · Matthias Bethge · Wieland Brendel
Poster
Thu 15:00 ID and OOD Performance Are Sometimes Inversely Correlated on Real-world Datasets
Damien Teney · Yong Lin · Seong Joon Oh · Ehsan Abbasnejad
Workshop
Beyond Top-Class Agreement: Using Divergences to Forecast Performance under Distribution Shift
Mona Schirmer · Dan Zhang · Eric Nalisnick