Andrei Manolache

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Natural Language

Computational Geometry

Anomaly Detection

Detecting Anomalies

Top Venues

Publications

Andrei Manolache
Deep Anomaly Detection in Text. CoRR (2024)
Chendi Qian, Andrei Manolache, Kareem Ahmed, Zhe Zeng, Guy Van den Broeck, Mathias Niepert, Christopher Morris
Probabilistically Rewired Message-Passing Neural Networks. ICLR (2024)
Chendi Qian, Andrei Manolache, Christopher Morris, Mathias Niepert
Probabilistic Graph Rewiring via Virtual Nodes. CoRR (2024)
Ioana Pintilie, Andrei Manolache, Florin Brad
Time Series Anomaly Detection using Diffusion-based Models. ICDM (Workshops) (2023)
Chendi Qian, Andrei Manolache, Kareem Ahmed, Zhe Zeng, Guy Van den Broeck, Mathias Niepert, Christopher Morris
Probabilistically Rewired Message-Passing Neural Networks. CoRR (2023)
Matei Bejan, Andrei Manolache, Marius Popescu
AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing. EMNLP (2023)
Ioana Pintilie, Andrei Manolache, Florin Brad
Time Series Anomaly Detection using Diffusion-based Models. CoRR (2023)
Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web. NeurIPS (2022)
Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
Rethinking the Authorship Verification Experimental Setups. EMNLP (2022)
Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web. CoRR (2022)
Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection. NeurIPS (2022)
Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection. CoRR (2022)
Andrei Manolache, Florin Brad, Elena Burceanu
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. CoRR (2021)
Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
Transferring BERT-like Transformers' Knowledge for Authorship Verification. CoRR (2021)
Andrei Manolache, Florin Brad, Elena Burceanu
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. NAACL-HLT (2021)
Nina Miolane, Matteo Caorsi, Umberto Lupo, Marius Guerard, Nicolas Guigui, Johan Mathe, Yann Cabanes, Wojciech Reise, Thomas Davies, António Leitão, Somesh Mohapatra, Saiteja Utpala, Shailja Shailja, Gabriele Corso, Guoxi Liu, Federico Iuricich, Andrei Manolache, Mihaela Nistor, Matei Bejan, Armand Mihai Nicolicioiu, Bogdan-Alexandru Luchian, Mihai-Sorin Stupariu, Florent Michel, Khanh Dao Duc, Bilal Abdulrahman, Maxim Beketov, Elodie Maignant, Zhiyuan Liu, Marek Cerný, Martin Bauw, Santiago Velasco-Forero, Jesús Angulo, Yanan Long
ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. CoRR (2021)