Poster "outlier detection" Papers

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PolyPythias: Stability and Outliers across Fifty Language Model Pre-Training Runs

Oskar van der Wal, Pietro Lesci, Max Müller-Eberstein et al.

ICLR 2025arXiv:2503.09543

Binary Decomposition: A Problem Transformation Perspective for Open-Set Semi-Supervised Learning

Jun-Yi Hang, Min-Ling Zhang

Near-Linear Time Approximation Algorithms for k-means with Outliers

Junyu Huang, Qilong Feng, Ziyun Huang et al.

ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models

Dongha Kim, Jaesung Hwang, Jongjin Lee et al.

ICML 2024arXiv:2301.04257

RODEO: Robust Outlier Detection via Exposing Adaptive Out-of-Distribution Samples

Hossein Mirzaei, Mohammad Jafari Varnousfaderani, Hamid Reza Dehbashi et al.

ICML 2024arXiv:2501.16971

STAMP: Outlier-Aware Test-Time Adaptation with Stable Memory Replay

Yu Yongcan, Lijun Sheng, Ran He et al.

ECCV 2024arXiv:2407.15773