Elena Burceanu

29 papers A* 3A 2C 1Journal 18Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Closing the gap on tabular data with Fourier and Implicit Categorical Features.
CoRR
Marius Dragoi, Florin Gogianu, Elena Burceanu
2025 J jnl
ChronoGraph: A Real-World Graph-Based Multivariate Time Series Dataset.
CoRR
Adrian Catalin Lutu, Ioana Pintilie, Elena Burceanu, Andrei Manolache
2025 — conf
Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation.
ICCVW
Daniel Airinei, Elena Burceanu, Marius Leordeanu
2025 J jnl
Inside Knowledge: Graph-based Path Generation with Explainable Data Augmentation and Curriculum Learning for Visual Indoor Navigation.
CoRR
Daniel Airinei, Elena Burceanu, Marius Leordeanu
2025 J jnl
Learning a fast 3D spectral approach to object segmentation and tracking over space and time.
Artif. Intell.
Elena Burceanu, Marius Leordeanu
2025 J jnl
Not All Splits Are Equal: Rethinking Attribute Generalization Across Unrelated Categories.
CoRR
Liviu Nicolae Firca, Antonio Barbalau, Dan Oneata, Elena Burceanu
2025 J jnl
Rethinking Sparse Autoencoders: Select-and-Project for Fairness and Control from Encoder Features Alone.
CoRR
Antonio Barbalau, Cristian Daniel Paduraru, Teodor Poncu, Alexandru Tifrea, Elena Burceanu
2025 A conf
Robust Novelty Detection Through Style-Conscious Feature Ranking.
WACV
Stefan Smeu, Elena Burceanu, Emanuela Haller, Andrei Liviu Nicolicioiu
2024 J jnl
ConceptDrift: Uncovering Biases through the Lens of Foundational Models.
CoRR
Cristian Daniel Paduraru, Antonio Barbalau, Radu Filipescu, Andrei Liviu Nicolicioiu, Elena Burceanu
2023 J jnl
Stylist: Style-Driven Feature Ranking for Robust Novelty Detection.
CoRR
Stefan Smeu, Elena Burceanu, Emanuela Haller, Andrei Liviu Nicolicioiu
2022 A* conf
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection.
NeurIPS
Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad
2022 J jnl
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection.
CoRR
Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad
2022 J jnl
Env-Aware Anomaly Detection: Ignore Style Changes, Stay True to Content!
CoRR
Stefan Smeu, Elena Burceanu, Andrei Liviu Nicolicioiu, Emanuela Haller
2022 J jnl
Learning a Fast 3D Spectral Approach to Object Segmentation and Tracking over Space and Time.
CoRR
Elena Burceanu, Marius Leordeanu
2022 A* conf
Rethinking the Authorship Verification Experimental Setups.
EMNLP
Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
2021 — conf
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers.
NAACL-HLT
Andrei Manolache, Florin Brad, Elena Burceanu
2021 J jnl
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers.
CoRR
Andrei Manolache, Florin Brad, Elena Burceanu
2021 A conf
Self-Supervised Learning in Multi-Task Graphs through Iterative Consensus Shift.
BMVC
Emanuela Haller, Elena Burceanu, Marius Leordeanu
2021 J jnl
Transferring BERT-like Transformers' Knowledge for Authorship Verification.
CoRR
Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
2021 J jnl
Unsupervised Domain Adaptation through Iterative Consensus Shift in a Multi-Task Graph.
CoRR
Emanuela Haller, Elena Burceanu, Marius Leordeanu
2020 A* conf
A 3D Convolutional Approach to Spectral Object Segmentation in Space and Time.
IJCAI
Elena Burceanu, Marius Leordeanu
2020 — conf
SFTrack++: A Fast Learnable Spectral Segmentation Approach for Space-Time Consistent Tracking.
Preregister@NeurIPS
Elena Burceanu
2020 J jnl
SFTrack++: A Fast Learnable Spectral Segmentation Approach for Space-Time Consistent Tracking.
CoRR
Elena Burceanu
2019 J jnl
A Spectral Approach to Unsupervised Object Segmentation in Video.
CoRR
Elena Burceanu, Marius Leordeanu
2018 — conf
Learning a Robust Society of Tracking Parts Using Co-occurrence Constraints.
ECCV Workshops (1)
Elena Burceanu, Marius Leordeanu
2018 J jnl
Learning a Robust Society of Tracking Parts using Co-occurrence Constraints.
CoRR
Elena Burceanu, Marius Leordeanu
2017 J jnl
Learning a Robust Society of Tracking Parts.
CoRR
Elena Burceanu, Marius Leordeanu
2015 — conf
Continuous User Authentication Using Machine Learning on Touch Dynamics.
ICONIP (1)
Stefania Budulan, Elena Burceanu, Traian Rebedea, Costin Chiru
2013 C conf
Distributed Data Storage in Support for Context-Aware Applications.
ISPDC
Elena Burceanu, Ciprian Dobre, Valentin Cristea, Alexandru Costan, Gabriel Antoniu