Elena Burceanu

According to our database, Elena Burceanu authored at least 17 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

ConceptDrift: Uncovering Biases through the Lens of Foundational Models.

Cristian Daniel Paduraru, Antonio Barbalau, Radu Filipescu, Andrei Liviu Nicolicioiu, Elena Burceanu

CoRR, 2024

2023

Stylist: Style-Driven Feature Ranking for Robust Novelty Detection.

Stefan Smeu, Elena Burceanu, Emanuela Haller, Andrei Liviu Nicolicioiu

CoRR, 2023

2022

Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time.

Elena Burceanu, Marius Leordeanu

CoRR, 2022

Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!

Stefan Smeu, Elena Burceanu, Andrei Liviu Nicolicioiu, Emanuela Haller

CoRR, 2022

AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection.

Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Rethinking the Authorship Verification Experimental Setups.

Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

Transferring BERT-like Transformers' Knowledge for Authorship Verification.

Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu

CoRR, 2021

Unsupervised Domain Adaptation through Iterative Consensus Shift in a Multi-Task Graph.

Emanuela Haller, Elena Burceanu, Marius Leordeanu

CoRR, 2021

DATE: Detecting Anomalies in Text via Self-Supervision of Transformers.

Andrei Manolache, Florin Brad, Elena Burceanu

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift.

Emanuela Haller, Elena Burceanu, Marius Leordeanu

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

SFTrack++: A Fast Learnable Spectral Segmentation Approach for Space-Time Consistent Tracking.

Elena Burceanu

Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020

A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time.

Elena Burceanu, Marius Leordeanu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

A Spectral Approach to Unsupervised Object Segmentation in Video.

Elena Burceanu, Marius Leordeanu

CoRR, 2019

2018

Learning a Robust Society of Tracking Parts Using Co-occurrence Constraints.

Elena Burceanu, Marius Leordeanu

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

2017

Learning a Robust Society of Tracking Parts.

Elena Burceanu, Marius Leordeanu

CoRR, 2017

2015

Continuous User Authentication Using Machine Learning on Touch Dynamics.

Stefania Budulan, Elena Burceanu, Traian Rebedea, Costin Chiru

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

2013

Distributed Data Storage in Support for Context-Aware Applications.

Elena Burceanu, Ciprian Dobre, Valentin Cristea, Alexandru Costan, Gabriel Antoniu

Proceedings of the IEEE 12th International Symposium on Parallel and Distributed Computing, 2013