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Andrei Manolache
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2020 – today
- 2024
- [c7]Chendi Qian, Andrei Manolache, Kareem Ahmed, Zhe Zeng, Guy Van den Broeck, Mathias Niepert, Christopher Morris:
Probabilistically Rewired Message-Passing Neural Networks. ICLR 2024 - [i10]Andrei Manolache:
Deep Anomaly Detection in Text. CoRR abs/2401.02971 (2024) - [i9]Chendi Qian, Andrei Manolache, Christopher Morris, Mathias Niepert
:
Probabilistic Graph Rewiring via Virtual Nodes. CoRR abs/2405.17311 (2024) - [i8]Andrei Manolache, Dragos Tantaru, Mathias Niepert:
MolMix: A Simple Yet Effective Baseline for Multimodal Molecular Representation Learning. CoRR abs/2410.07981 (2024) - 2023
- [c6]Matei Bejan, Andrei Manolache, Marius Popescu:
AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing. EMNLP 2023: 10766-10778 - [c5]Ioana Pintilie, Andrei Manolache, Florin Brad:
Time Series Anomaly Detection using Diffusion-based Models. ICDM (Workshops) 2023: 570-578 - [i7]Chendi Qian, Andrei Manolache, Kareem Ahmed, Zhe Zeng, Guy Van den Broeck, Mathias Niepert
Probabilistically Rewired Message-Passing Neural Networks. CoRR abs/2310.02156 (2023) - [i6]Ioana Pintilie, Andrei Manolache, Florin Brad:
Time Series Anomaly Detection using Diffusion-based Models. CoRR abs/2311.01452 (2023) - 2022
- [c4]Florin Brad, Andrei Manolache, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu:
Rethinking the Authorship Verification Experimental Setups. EMNLP 2022: 5634-5643 - [c3]Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad:
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection. NeurIPS 2022 - [c2]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 - [i5]Marius Dragoi, Elena Burceanu, Emanuela Haller, Andrei Manolache, Florin Brad:
AnoShift: A Distribution Shift Benchmark for Unsupervised Anomaly Detection. CoRR abs/2206.15476 (2022) - [i4]Andrei Manolache, Florin Brad, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web. CoRR abs/2207.03477 (2022) - 2021
- [c1]Andrei Manolache, Florin Brad, Elena Burceanu:
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. NAACL-HLT 2021: 267-277 - [i3]Andrei Manolache, Florin Brad, Elena Burceanu:
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers. CoRR abs/2104.05591 (2021) - [i2]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
ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results. CoRR abs/2108.09810 (2021) - [i1]Andrei Manolache, Florin Brad, Elena Burceanu, Antonio Barbalau, Radu Tudor Ionescu, Marius Popescu:
Transferring BERT-like Transformers' Knowledge for Authorship Verification. CoRR abs/2112.05125 (2021)
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