Elena Burceanu

29 papers A* 3A 2C 1Journal 18Unranked 5

Year	Rank	Type	Title / 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