Research on long-tailed classification robustness has suggested that balancing or removing data from overrepresented tasks or subgroups (opens in new tab) is an effective method for ensuring good performance. Nevertheless, these insights are not fully utilized or explored when it comes to training VLMs, which at times have favored scale over careful data balancing. To achieve our goals, we conducted a set of experiments to analyze a range of data ratios between our focus domains.
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Leiter said Israel has cultivated relations with Iranian ethnic minorities, such as the Kurdish and Baluchi communities. But he said the country’s ethnic Persian majority would need to buy in as well.
[5] Redpoint. (2025年11月13日). Sora创作者Bill Peebles, Rohan Sahai, Thomas Dimson谈意外走红经历. Redpoint内容中心