Publications

Andrei Liviu Nicolicioiu, Jerry Huang, Dhanya Sridhar, Aaron Courville (2023). Do as your neighbors: Invariant learning through non-parametric neighbourhood matching.

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

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

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Cian Eastwood, Andrei Liviu Nicolicioiu, Julius Von Kügelgen, Armin Kekic, Frederik Träuble, Andrea Dittadi, Bernhard Schölkopf (2022). DCI-ES: An Extended Disentanglement Framework with Connections to Identifiability.

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

Iulia Duta, Andrei Liviu Nicolicioiu, Marius Leordeanu (2020). Discovering Dynamic Salient Regions with Spatio-Temporal Graph Neural Networks.

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

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Iulia Duta, Andrei Liviu Nicolicioiu, Simion-Vlad Bogolin, Marius Leordeanu (2018). Mining for Meaning: From Vision to Language Through Multiple Network Consensus. BMVC.

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