Florin Brad

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 17

Top Topics

Abnormal Events

Natural Language Interface

Anomaly Detection

Top Venues

Publications

Ioana Pintilie, Andrei Manolache, Florin Brad
Time Series Anomaly Detection using Diffusion-based Models. ICDM (Workshops) (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)
Radu Cristian Alexandru Iacob, Florin Brad, Elena Simona Apostol, Ciprian-Octavian Truica, Ionel-Alexandru Hosu, Traian Rebedea
Neural Approaches for Natural Language Interfaces to Databases: A Survey. COLING (2020)
Florin Brad
Scene Graph Contextualization in Visual Commonsense Reasoning. ICCV Workshops (2019)
Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Stefan Ruseti, Traian Rebedea
A Syntax-Guided Neural Model for Natural Language Interfaces to Databases. ICTAI (2018)
Ionel-Alexandru Hosu, Radu Cristian Alexandru Iacob, Florin Brad, Stefan Ruseti, Traian Rebedea
Natural Language Interface for Databases Using a Dual-Encoder Model. COLING (2018)
Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Traian Rebedea
Dataset for a Neural Natural Language Interface for Databases (NNLIDB). IJCNLP(1) (2017)
Florin Brad, Traian Rebedea
Neural Paraphrase Generation using Transfer Learning. INLG (2017)
Florin Brad, Radu Cristian Alexandru Iacob, Ionel-Alexandru Hosu, Traian Rebedea
Dataset for a Neural Natural Language Interface for Databases (NNLIDB). CoRR (2017)