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812214fb8e7066bfa6e32c626c2c688b-Paper.pdf

Neural Information Processing Systems

In this work, we argue that the order of play in strategic classification is fundamentally determined by the relative frequencies at which the decision-maker and the agents adapt to each other's actions.




Supplementary Material for "K-L ITE: Learning Transferable Visual Models with External Knowledge "

Neural Information Processing Systems

This appendix is organized as follows. In Section A (referred by CheckList), we discuss the societal impact. In Section B.1 (referred by Section 4.1), we summarize the statistics of the datasets used in In Section B.2 (referred by Section 4), we introduce the pre-training and model adaptation In Section B.3, we provide zero-shot retrieval comparison by introducing knowledge. In Section B.4, we provide quantitative analysis on how external knowledge benefit transfer. In Section B.5 (referred by Section 4.2 and 4.3), we provide more visualizations of success In Section B.6, we provide more object detection results by training on larger dataset for We do not anticipate a specific negative impact, but, as with any Machine Learning method, we recommend to exercise caution.