Approximate unimodal likelihood models handle both unimodal and near‑unimodal distributions, outperforming traditional methods on benchmarks. Submitted 30 Sep 2025. Read more: https://getnews.me/approximately-unimodal-likelihood-models-boost-ordinal-regression/ #ordinalregression #unimodal

Beyond Memorization: A Multi-Modal Ordinal Regression Benchmark to Expose Popularity Bias in Vision-Language Models
Chia-Jui Chang, He Syu et al.
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#VisionLanguage #OrdinalRegression #BiasBenchmark