Semantics of Human Behavior in Image Sequences. - Nataliya Shapovalova; Carles Fernández; F. Xavier Roca; Jordi Gonzàlez 001 (Computer Analysis of Human Behavior, 2011)

On Importance of Interactions and Context in Human Action Recognition. - Nataliya Shapovalova; Wenjuan Gong; Marco Pedersoli; Francesc Xavier Roca; Jordi Gonzàlez 001 (IbPRIA, 2011)

Similarity Constrained Latent Support Vector Machine: An Application to Weakly Supervised Action Classification. - Nataliya Shapovalova; Arash Vahdat; Kevin J. Cannons; Tian Lan 006; Greg Mori (ECCV (7), 2012)

Action is in the Eye of the Beholder: Eye-gaze Driven Model for Spatio-Temporal Action Localization. - Nataliya Shapovalova; Michalis Raptis; Leonid Sigal; Greg Mori (NIPS, 2013)

Clustered Exemplar-SVM: Discovering sub-categories for visual recognition. - Nataliya Shapovalova; Greg Mori (ICIP, 2015)

SUPERVEGAN: Super Resolution Video Enhancement GAN for Perceptually Improving Low Bitrate Streams. - Silviu S. Andrei; Nataliya Shapovalova; Walterio W. Mayol-Cuevas (IEEE Access, 2021)

SuperTran: Reference Based Video Transformer for Enhancing Low Bitrate Streams in Real Time. - Tejas Khot; Nataliya Shapovalova; Silviu S. Andrei; Walterio W. Mayol-Cuevas (CoRR, 2022)