Radu Tudor Ionescu

Nicolae Verga

Sensors, 2020

A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video.

[BibT_eX]

[DOI]

CoRR, 2020

Non-linear Neurons with Human-like Apical Dendrite Activations.

[BibT_eX]

[DOI]

Nicolae-Catalin Ristea

Nicu Sebe

CoRR, 2020

Convolutional Neural Networks With Intermediate Loss for 3D Super-Resolution of CT and MRI Scans.

[BibT_eX]

[DOI]

Nicolae Verga

IEEE Access, 2020

Convolutional Neural Networks for User Identification Based on Motion Sensors Represented as Images.

[BibT_eX]

[DOI]

IEEE Access, 2020

Image Difficulty Curriculum for Generative Adversarial Networks (CuGAN).

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020

Fully Convolutional Neural Networks for Automotive Radar Interference Mitigation.

[BibT_eX]

[DOI]

Nicolae-Catalin Ristea

Andrei Anghel

Proceedings of the 92nd IEEE Vehicular Technology Conference, 2020

Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets.

[BibT_eX]

[DOI]

Mihaela Gaman

Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 2020

A Report on the VarDial Evaluation Campaign 2020.

[BibT_eX]

[DOI]

Proceedings of the 7th Workshop on NLP for Similar Languages, Varieties and Dialects, 2020

Forward and backward feature selection for query performance prediction.

[BibT_eX]

[DOI]

Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

A Generic and Model-Agnostic Exemplar Synthetization Framework for Explainable AI.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Black-Box Ripper: Copying black-box models using generative evolutionary algorithms.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Are you Wearing a Mask? Improving Mask Detection from Speech Using Augmentation by Cycle-Consistent GANs.

[BibT_eX]

[DOI]

Nicolae-Catalin Ristea

Proceedings of the Interspeech 2020, 2020

Teacher-Student Training and Triplet Loss for Facial Expression Recognition under Occlusion.

[BibT_eX]

[DOI]

Proceedings of the 25th International Conference on Pattern Recognition, 2020

To Augment or Not to Augment? Data Augmentation in User Identification Based on Motion Sensors.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

Adversarial Attacks on Deep Learning Systems for User Identification Based on Motion Sensors.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 27th International Conference, 2020

A Breach into the Authentication with Built-in Camera (ABC) Protocol.

[BibT_eX]

[DOI]

Proceedings of the Applied Cryptography and Network Security, 2020

2019

A Convolutional Neural Network for User Identification based on Motion Sensors.

[BibT_eX]

[DOI]

CoRR, 2019

Vector of Locally-Aggregated Word Embeddings (VLAWE): A novel document-level embedding.

[BibT_eX]

[DOI]

CoRR, 2019

Local Learning With Deep and Handcrafted Features for Facial Expression Recognition.

[BibT_eX]

[DOI]

IEEE Access, 2019

ShotgunWSD 2.0: An Improved Algorithm for Global Word Sense Disambiguation.

[BibT_eX]

[DOI]

IEEE Access, 2019

Detecting Abnormal Events in Video Using Narrowed Normality Clusters.

[BibT_eX]

[DOI]

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2019

Vector of Locally-Aggregated Word Embeddings (VLAWE): A Novel Document-level Representation.

[BibT_eX]

[DOI]

Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

Recognizing Facial Expressions of Occluded Faces Using Convolutional Neural Networks.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 26th International Conference, 2019

Clustering Images by Unmasking - A New Baseline.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Object-Centric Auto-Encoders and Dummy Anomalies for Abnormal Event Detection in Video.

[BibT_eX]

[DOI]

Fahad Shahbaz Khan

Ling Shao

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

MOROCO: The Moldavian and Romanian Dialectal Corpus.

[BibT_eX]

[DOI]

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Optimizing the Trade-off between Single-Stage and Two-Stage Object Detectors using Image Difficulty Prediction.

[BibT_eX]

[DOI]

CoRR, 2018

Detecting abnormal events in video using Narrowed Motion Clusters.

[BibT_eX]

[DOI]

CoRR, 2018

Patch Autocorrelation Features: a translation and rotation invariant approach for image classification.

[BibT_eX]

[DOI]

Andreea Lavinia Ionescu

Josiane Mothe

Artif. Intell. Rev., 2018

UnibucKernel Reloaded: First Place in Arabic Dialect Identification for the Second Year in a Row.

[BibT_eX]

[DOI]

Proceedings of the Fifth Workshop on NLP for Similar Languages, Varieties and Dialects, 2018

Optimizing the Trade-Off between Single-Stage and Two-Stage Deep Object Detectors using Image Difficulty Prediction.

[BibT_eX]

[DOI]

Proceedings of the 20th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2018

Continuous Trade-off Optimization Between Fast and Accurate Deep Face Detectors.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Transductive Learning with String Kernels for Cross-Domain Text Classification.

[BibT_eX]

[DOI]

Andrei Madalin Butnaru

Proceedings of the Neural Information Processing - 25th International Conference, 2018

CocoNet: A Deep Neural Network for Mapping Pixel Coordinates to Color Values.

[BibT_eX]

[DOI]

Paul Andrei Bricman

Proceedings of the Neural Information Processing - 25th International Conference, 2018

Real-Time Deep Learning Method for Abandoned Luggage Detection in Video.

[BibT_eX]

[DOI]

Sorina Smeureanu

Proceedings of the 26th European Signal Processing Conference, 2018

Improving the results of string kernels in sentiment analysis and Arabic dialect identification by adapting them to your test set.

[BibT_eX]

[DOI]

Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

Frustratingly Easy Trade-off Optimization Between Single-Stage and Two-Stage Deep Object Detectors.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018

UnibucKernel: A kernel-based learning method for complex word identification.

[BibT_eX]

[DOI]

Proceedings of the Thirteenth Workshop on Innovative Use of NLP for Building Educational Applications@NAACL-HLT 2018, 2018

Automated essay scoring with string kernels and word embeddings.

[BibT_eX]

[DOI]

Madalina Cozma

Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018

2017

Learning to Identify Arabic and German Dialects using Multiple Kernels.

[BibT_eX]

[DOI]

Proceedings of the Fourth Workshop on NLP for Similar Languages, 2017

HASKER: An efficient algorithm for string kernels. Application to polarity classification in various languages.

[BibT_eX]

[DOI]

Cristian Grozea

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

From Image to Text Classification: A Novel Approach based on Clustering Word Embeddings.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 21st International Conference KES-2017, 2017

Deep Appearance Features for Abnormal Behavior Detection in Video.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017

Unmasking the Abnormal Events in Video.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer Vision, 2017

Local frame match distance: A novel approach for exemplar gesture recognition.

[BibT_eX]

[DOI]

Proceedings of the 25th European Signal Processing Conference, 2017

ShotgunWSD: An unsupervised algorithm for global word sense disambiguation inspired by DNA sequencing.

[BibT_eX]

[DOI]

Florentina Hristea

Proceedings of the 15th Conference of the European Chapter of the Association for Computational Linguistics, 2017

Can string kernels pass the test of time in Native Language Identification?

[BibT_eX]

[DOI]

Proceedings of the 12th Workshop on Innovative Use of NLP for Building Educational Applications, 2017

2016

Knowledge Transfer between Computer Vision and Text Mining - Similarity-based Learning Approaches

[BibT_eX]

[DOI]

Advances in Computer Vision and Pattern Recognition, Springer, ISBN: 978-3-319-30367-3, 2016

String Kernels for Native Language Identification: Insights from Behind the Curtains.

[BibT_eX]

[DOI]

Aoife Cahill

Comput. Linguistics, 2016

UnibucKernel: An Approach for Arabic Dialect Identification Based on Multiple String Kernels.

[BibT_eX]

[DOI]

Proceedings of the Third Workshop on NLP for Similar Languages, Varieties and Dialects, 2016

Measuring the Local Non-alignment Between Objects: Applications to Different Domains.

[BibT_eX]

[DOI]

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

How Hard Can It Be? Estimating the Difficulty of Visual Search in an Image.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016

2015

PQ kernel: A rank correlation kernel for visual word histograms.

[BibT_eX]

[DOI]

Pattern Recognit. Lett., 2015

Challenges in representation learning: A report on three machine learning contests.

[BibT_eX]

[DOI]

Neural Networks, 2015

BiomassID: A biomass type identification system for mobile devices.

[BibT_eX]

[DOI]

Comput. Electron. Agric., 2015

Patch Autocorrelation Features for Optical Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the VISAPP 2015, 2015

DeShaTo: Describing the Shape of Cumulative Topic Distributions to Rank Retrieval Systems Without Relevance Judgments.

[BibT_eX]

[DOI]

Adrian-Gabriel Chifu

Josiane Mothe

Proceedings of the String Processing and Information Retrieval, 2015

Texture Classification with Patch Autocorrelation Features.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

A Fast Algorithm for Local Rank Distance: Application to Arabic Native Language Identification.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 22nd International Conference, 2015

Have a SNAK. Encoding Spatial Information with the Spatial Non-alignment Kernel.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015

2014

Clustering based on median and closest string via rank distance with applications on DNA.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2014

Local Texton Dissimilarity with Applications on Biomass Classification.

[BibT_eX]

[DOI]

Proceedings of the VISAPP 2014, 2014

Objectness to improve the bag of visual words model.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE International Conference on Image Processing, 2014

Can characters reveal your native language? A language-independent approach to native language identification.

[BibT_eX]

[DOI]

Aoife Cahill

Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

2013

Local Rank Distance.

[BibT_eX]

[DOI]

Proceedings of the 15th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2013

Challenges in Representation Learning: A Report on Three Machine Learning Contests.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing - 20th International Conference, 2013

Kernels for Visual Words Histograms.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Speeding Up Local Patch Dissimilarity.

[BibT_eX]

[DOI]

Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Efficient fractal method for texture classification.

[BibT_eX]

[DOI]

Proceedings of the 2nd International Conference on Systems and Computer Science, 2013

The Story of the Characters, the DNA and the Native Language.

[BibT_eX]

[DOI]

Proceedings of the Eighth Workshop on Innovative Use of NLP for Building Educational Applications, 2013

An Efficient Algorithm for Rank Distance Consensus.

[BibT_eX]

[DOI]

Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013

2012

Word sense disambiguation to improve precision for ambiguous queries.

[BibT_eX]

[DOI]

Adrian-Gabriel Chifu

Central Eur. J. Comput. Sci., 2012

A Rank-Based Approach of Cosine Similarity with Applications in Automatic Classification.

[BibT_eX]

[DOI]

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

Clustering Methods Based on Closest String via Rank Distance.

[BibT_eX]

[DOI]

Proceedings of the 14th International Symposium on Symbolic and Numeric Algorithms for Scientific Computing, 2012

Local Patch Dissimilarity for Images.

[BibT_eX]

[DOI]

Liviu Petrisor Dinu

Proceedings of the Neural Information Processing - 19th International Conference, 2012

Clustering Based on Rank Distance with Applications on DNA.

[BibT_eX]

[DOI]

Liviu Petrisor Dinu

Proceedings of the Neural Information Processing - 19th International Conference, 2012

2011

A Genetic Approximation of Closest String via Rank Distance.

[BibT_eX]

[DOI]

Liviu Petrisor Dinu