PCA-Enhanced Stochastic Optimization Methods. - Alina Kuznetsova; Gerard Pons-Moll; Bodo Rosenhahn (DAGM/OAGM Symposium, 2012)

A Statistical Model for Coupled Human Shape and Motion Synthesis. - Alina Kuznetsova; Nikolaus F. Troje; Bodo Rosenhahn (GRAPP/IVAPP, 2013)

Real-Time Sign Language Recognition Using a Consumer Depth Camera. - Alina Kuznetsova; Laura Leal-Taixé; Bodo Rosenhahn (ICCV Workshops, 2013)

Hand Pose Estimation from a Single RGB-D Image. - Alina Kuznetsova; Bodo Rosenhahn (ISVC (2), 2013)

Learning an Image-Based Motion Context for Multiple People Tracking. - Laura Leal-Taixé; Michele Fenzi; Alina Kuznetsova; Bodo Rosenhahn; Silvio Savarese (CVPR, 2014)

On Calibration of a Low-Cost Time-of-Flight Camera. - Alina Kuznetsova; Bodo Rosenhahn (ECCV Workshops (1), 2014)

Implementing Second-Order Decision Analysis: Concepts, Algorithms, and Tool. - Aron Larsson; Alina Kuznetsova; Ola Caster; Love Ekenberg (Adv. Decis. Sci., 2014)

Expanding object detector's Horizon: Incremental learning framework for object detection in videos. - Alina Kuznetsova; Sung Ju Hwang; Bodo Rosenhahn; Leonid Sigal (CVPR, 2015)

Exploiting View-Specific Appearance Similarities Across Classes for Zero-Shot Pose Prediction: A Metric Learning Approach. - Alina Kuznetsova; Sung Ju Hwang; Bodo Rosenhahn; Leonid Sigal (AAAI, 2016)

Hand pose recogniton using a consumer depth camera. - Alina Kuznetsova (2016)

The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale. - Alina Kuznetsova; Hassan Rom; Neil Alldrin; Jasper R. R. Uijlings; Ivan Krasin; Jordi Pont-Tuset; Shahab Kamali; Stefan Popov; Matteo Malloci; Tom Duerig; Vittorio Ferrari (CoRR, 2018)

Detecting Visual Relationships Using Box Attention. - Alexander Kolesnikov 003; Alina Kuznetsova; Christoph Lampert; Vittorio Ferrari (ICCV Workshops, 2019)

The Open Images Dataset V4. - Alina Kuznetsova; Hassan Rom; Neil Alldrin; Jasper R. R. Uijlings; Ivan Krasin; Jordi Pont-Tuset; Shahab Kamali; Stefan Popov; Matteo Malloci; Alexander Kolesnikov 003; Tom Duerig; Vittorio Ferrari (Int. J. Comput. Vis., 2020)

Efficient video annotation with visual interpolation and frame selection guidance. - Alina Kuznetsova; Aakrati Talati; Yiwen Luo; Keith Simmons; Vittorio Ferrari (WACV, 2021)

Beyond SOT: It's Time to Track Multiple Generic Objects at Once. - Christoph Mayer 007; Martin Danelljan; Ming-Hsuan Yang 001; Vittorio Ferrari; Luc Van Gool; Alina Kuznetsova (CoRR, 2022)

Factors of Influence for Transfer Learning Across Diverse Appearance Domains and Task Types. - Thomas Mensink; Jasper R. R. Uijlings; Alina Kuznetsova; Michael Gygli; Vittorio Ferrari (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Beyond SOT: Tracking Multiple Generic Objects at Once. - Christoph Mayer 007; Martin Danelljan; Ming-Hsuan Yang 001; Vittorio Ferrari; Luc Van Gool; Alina Kuznetsova (WACV, 2024)

SciVid: Cross-Domain Evaluation of Video Models in Scientific Applications. - Yana Hasson; Pauline Luc; Liliane Momeni; Maks Ovsjanikov; Guillaume Le Moing; Alina Kuznetsova; Ira Ktena; Jennifer J. Sun; Skanda Koppula; Dilara Gokay; Joseph Heyward; Etienne Pot; et al. (CoRR, 2025)