Abstract: In the fields of machine learning and deep learning, ensuring model robustness and reliability is critical. One major challenge is the handling of Out-of-Distribution (OOD) samples, the ...

Abstract: Anomaly detection is a common application of machine learning. Out-of-distribution (OOD) detection in particular is a semi-supervised anomaly detection technique where the detection method ...

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Every weekend we comb through the sale sections at some of our favorite retailers (i.e. your favorite retailers) to see distinguish the good deals from the so-so ones. And this weekend, we've ...

Lancôme’s Idôle House is making a grand return! Following the overwhelming response of its first edition, this immersive beauty pop-up is set to takeover The Exchange TRX from 25 February to 30 March ...

We provide the commands with hyper-parameters for all datasets in NODESAFE/run.sh. For example, for Cora with structure manipulation as OOD, one can run the following scripts for training and ...

GOOD (Graph OOD) is a graph out-of-distribution (OOD) algorithm benchmarking library depending on PyTorch and PyG to make develop and benchmark OOD algorithms easily. Currently, GOOD contains 11 ...

A 'beautiful' designer perfume with a scent so 'incredible' it 'turns heads' has been massively reduced in price. Debenhams has slashed the 'gorgeous' fragrance as part of its online beauty sale.

What are the benefits of Good in the Ood? Good in the Ood is the brand's initiative to be more charitable and sustainable. The program includes a textile recycling solution, sustainable packaging ...

Chef Thitid "Ton" Tassanakajohn, the culinary maestro behind Bangkok's renowned Le Du and Nusara, has brought his innovative flair to Penang with Sood by Chef Ton Sood by Chef Ton has recently earned ...

Courtesy of Lancome It can be hard to achieve the right amount of “dew”; too much sheen can look oily under bright lights, and overly matte skin can look cakey and lifeless. Daley struck that ...