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Andrei Manolache
Andrei Manolache
PhD Student, University of Stuttgart; Bitdefender
Verified email at ki.uni-stuttgart.de - Homepage
Title
Cited by
Cited by
Year
DATE: Detecting Anomalies in Text via Self-Supervision of Transformers
A Manolache, F Brad, E Burceanu
NAACL 2021, ICML 2021 UDL Workshop, 2021
302021
AnoShift: A distribution shift benchmark for unsupervised anomaly detection
M Drăgoi, E Burceanu, E Haller, A Manolache, F Brad
NeurIPS 2022, 2022
172022
ICLR 2021 Challenge for Computational Geometry & Topology: Design and Results
N Miolane, M Caorsi, U Lupo, M Guerard, N Guigui, J Mathe, Y Cabanes, ...
arXiv preprint arXiv:2108.09810, 2021
162021
VeriDark: A Large-Scale Benchmark for Authorship Verification on the Dark Web
A Manolache, F Brad, A Barbalau, RT Ionescu, M Popescu
NeurIPS 2022, 2022
122022
Rethinking the Authorship Verification Experimental Setups
F Brad, A Manolache, E Burceanu, A Barbalau, R Ionescu, M Popescu
EMNLP 2022, 2021
12*2021
Time Series Anomaly Detection using Diffusion-based Models
I Pintilie, A Manolache, F Brad
ICDM 2023 Workshop AI4TS, 2023
62023
Anomaly Detection Systems and Methods
AM Manolache, FM Brad, A Novac, E Burceanu
US Patent 11,847,111, 2023
32023
Probabilistically Rewired Message-Passing Neural Networks
C Qian, A Manolache, K Ahmed, Z Zeng, GV Broeck, M Niepert, C Morris
ICLR 2024, 2023
32023
AD-NLP: A Benchmark for Anomaly Detection in Natural Language Processing
M Bejan, A Manolache, M Popescu
EMNLP 2023, 2023
12023
Probabilistic Task-Adaptive Graph Rewiring
C Qian, A Manolache, K Ahmed, Z Zeng, G Van den Broeck, M Niepert, ...
ICML 2023 Workshop on Differentiable Almost Everything: Differentiable …, 2023
12023
Probabilistic Graph Rewiring via Virtual Nodes
C Qian, A Manolache, C Morris, M Niepert
arXiv preprint arXiv:2405.17311, 2024
2024
Deep Anomaly Detection in Text
A Manolache
M.Sc. Thesis, University of Bucharest, 2021
2021
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