Mining for meaning: from vision to language through multiple networks consensus. - Iulia Duta; Andrei Liviu Nicolicioiu; Simion-Vlad Bogolin; Marius Leordeanu (BMVC, 2018)

Recurrent Space-time Graph Neural Networks. - Andrei Liviu Nicolicioiu; Iulia Duta; Marius Leordeanu (NeurIPS, 2019)

Recurrent Space-time Graphs for Video Understanding. - Andrei Liviu Nicolicioiu; Iulia Duta; Marius Leordeanu (CoRR, 2019)

Dynamic Regions Graph Neural Networks for Spatio-Temporal Reasoning. - Iulia Duta; Andrei Liviu Nicolicioiu (CoRR, 2020)

Discovering Dynamic Salient Regions for Spatio-Temporal Graph Neural Networks. - Iulia Duta; Andrei Liviu Nicolicioiu; Marius Leordeanu (NeurIPS, 2021)

Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content! - Stefan Smeu; Elena Burceanu; Andrei Liviu Nicolicioiu; Emanuela Haller (CoRR, 2022)

DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability. - Cian Eastwood; Andrei Liviu Nicolicioiu; Julius von Kügelgen; Armin Kekic; Frederik Träuble; Andrea Dittadi; Bernhard Schölkopf (ICLR, 2023)

Spuriosity Didn't Kill the Classifier: Using Invariant Predictions to Harness Spurious Features. - Cian Eastwood; Shashank Singh 011; Andrei Liviu Nicolicioiu; Marin Vlastelica Pogancic; Julius von Kügelgen; Bernhard Schölkopf (NeurIPS, 2023)

Learning Diverse Features in Vision Transformers for Improved Generalization. - Armand Mihai Nicolicioiu; Andrei Liviu Nicolicioiu; Bogdan Alexe; Damien Teney (CoRR, 2023)

Stylist: Style-Driven Feature Ranking for Robust Novelty Detection. - Stefan Smeu; Elena Burceanu; Emanuela Haller; Andrei Liviu Nicolicioiu (CoRR, 2023)

ConceptDrift: Uncovering Biases through the Lens of Foundational Models. - Cristian Daniel Paduraru; Antonio Barbalau; Radu Filipescu; Andrei Liviu Nicolicioiu; Elena Burceanu (CoRR, 2024)

Robust Novelty Detection Through Style-Conscious Feature Ranking. - Stefan Smeu; Elena Burceanu; Emanuela Haller; Andrei Liviu Nicolicioiu (WACV, 2025)