Alina Kuznetsova — accepted AI-conference papers

2025

SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications

Yana Hasson, Pauline Luc, Liliane Momeni, Maks Ovsjanikov, Guillaume Le Moing, Alina Kuznetsova +7

ICCV 2025poster

In recent years, there has been a proliferation of spatiotemporal foundation models in different scientific disciplines. While promising, these models are often domain-specific and are only assessed within the particular applications for which they are designed. Given that many tasks can be represen…

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2015

Expanding Object Detector's Horizon: Incremental Learning Framework for Object Detection in Videos

Alina Kuznetsova, Sung Ju Hwang, Bodo Rosenhahn, Leonid Sigal

CVPR 2015poster

Over the last several years it has been shown that image-based object detectors are sensitive to the training data and often fail to generalize to examples that fall outside the original training sample domain (e.g., videos). A number of domain adaptation (DA) techniques have been proposed to add…

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