Alexander Schindler

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 63

Top Topics

Scene Classification

Video Analytics

Top Venues

Publications

Lam Pham, Phat Lam, Truong Nguyen, Huyen Nguyen, Alexander Schindler
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models. CoRR (2024)
Mina Schütz, Daniela Pisoiu, Daria Liakhovets, Alexander Schindler, Melanie Siegel
GerDISDETECT: A German Multilabel Dataset for Disinformation Detection. LREC/COLING (2024)
Margareta V. Stephanie, Lam Pham, Alexander Schindler, Michael Waltl, Tibor Grasser, Bernhard Schrenk
Neural Network with Optical Frequency-Coded ReLU. OFC (2024)
Phat Lam, Lam Pham, Tin Nguyen, Hieu Tang, Michael Seidl, Alexander Schindler
LSTM-based Deep Neural Network With A Focus on Sentence Representation for Sequential Sentence Classification in Medical Scientific Abstracts. CoRR (2024)
Lam Pham, Phat Lam, Tin Nguyen, Hieu Tang, Alexander Schindler
A Toolchain for Comprehensive Audio/Video Analysis Using Deep Learning Based Multimodal Approach (A use case of riot or violent context detection). CoRR (2024)
Tin Nguyen, Lam Pham, Phat Lam, Dat Ngo, Hieu Tang, Alexander Schindler
The Impact of Frequency Bands on Acoustic Anomaly Detection of Machines using Deep Learning Based Model. CoRR (2024)
Peter Biegelbauer, Alexander Schindler, Rodrigo Conde-Jimenez, Pia Weinlinger
Exciting Opportunities and Necessary Safeguards for Large Language Models in the Public Sector. ERCIM News 2024 (136) (2024)
Jonas Gläsel, Alexander Schindler, Hendrik Boerma, Thanh T. Tran, Felix Ganzer, Duy P. Nguyen, Billy Allen, Patrick Runge, Martin Schell
128 GBaud Coherent Receiver Engine with Flat Frequency Response. OFC (2024)
Jaqueline Böck, Mina Schütz, Daria Liakhovets, Nathanya Queby Satriani, Andreas Babic, Djordje Slijepcevic, Matthias Zeppelzauer, Alexander Schindler
AIT_FHSTP at EXIST 2023 Benchmark: Sexism Detection by Transfer Learning, Sentiment and Toxicity Embeddings and Hand-Crafted Features. CLEF (Working Notes) (2023)
Lam Pham, Trang Le, Cam Le, Dat Ngo, Axel Weissenfeld, Alexander Schindler
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification. CBMI (2023)
Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin
A Light-weight Deep Learning Model for Remote Sensing Image Classification. CoRR (2023)
Lam Pham, Trang Le, Cam Le, Dat Ngo, Weissenfeld Axel, Alexander Schindler
Deep Learning Based Multimodal with Two-phase Training Strategy for Daily Life Video Classification. CoRR (2023)
Lam Pham, Cam Le, Dat Ngo, Anh Nguyen, Jasmin Lampert, Alexander Schindler, Ian McLoughlin
A Light-Weight Deep Learning Model for Remote Sensing Image Classification. ISPA (2023)
Lam Pham, Dat Ngo, Cam Le, Anahid N. Jalali, Alexander Schindler
Low-complexity deep learning frameworks for acoustic scene classification using teacher-student scheme and multiple spectrograms. CoRR (2023)
Cam Le, Lam Pham, Jasmin Lampert, Matthias Schlögl, Alexander Schindler
Landslide Detection and Segmentation Using Remote Sensing Images and Deep Neural Network. CoRR (2023)
Anahid N. Jalali, Alexander Schindler, Anita Zolles
A Pathway to Combat Climate Change with Human-Centred XAI. ERCIM News 2023 (134) (2023)
Lam Pham, Dat Ngo, Tho Nguyen, Phu X. Nguyen, Truong Van Hoang, Alexander Schindler
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification. CBMI (2022)
Lam Pham, Dat Ngo, Anahid N. Jalali, Alexander Schindler
Low-complexity deep learning frameworks for acoustic scene classification. CoRR (2022)
Lam Pham, Khoa Tran, Dat Ngo, Hieu Tang, Son Phan, Alexander Schindler
Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices. MMAsia (2022)
Lam Pham, Dusan Salovic, Anahid N. Jalali, Alexander Schindler, Khoa Tran, Canh Vu, Phu X. Nguyen
Robust, General, and Low Complexity Acoustic Scene Classification Systems and An Effective Visualization for Presenting a Sound Scene Context. CoRR (2022)
Lam Pham, Dat Ngo, Khoa Tran, Truong Van Hoang, Alexander Schindler, Ian McLoughlin
An Ensemble of Deep Learning Frameworks for Predicting Respiratory Anomalies. EMBC (2022)
Lam Pham, Dat Ngo, Truong Van Hoang, Alexander Schindler, Ian McLoughlin
An Ensemble of Deep Learning Frameworks Applied For Predicting Respiratory Anomalies. CoRR (2022)
Mina Schütz, Jaqueline Böck, Medina Andresel, Armin Kirchknopf, Daria Liakhovets, Djordje Slijepcevic, Alexander Schindler
AIT_FHSTP at CheckThat!-2022: Cross-Lingual Fake News Detection with a Large Pre-Trained Transformer. CLEF (Working Notes) (2022)
Lam Pham, Khoa Dinh, Dat Ngo, Hieu Tang, Alexander Schindler
Wider or Deeper Neural Network Architecture for Acoustic Scene Classification with Mismatched Recording Devices. CoRR (2022)
Daria Liakhovets, Mina Schütz, Jaqueline Böck, Medina Andresel, Armin Kirchknopf, Andreas Babic, Djordje Slijepcevic, Jasmin Lampert, Alexander Schindler, Matthias Zeppelzauer
Transfer Learning for Automatic Sexism Detection with Multilingual Transformer Models - AIT_FHSTP@EXIST2022. IberLEF@SEPLN (2022)
Lam Pham, Khoa Tran, Dat Ngo, Jasmin Lampert, Alexander Schindler
Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network. CoRR (2022)
Mina Schütz, Jaqueline Boeck, Daria Liakhovets, Djordje Slijepcevic, Armin Kirchknopf, Manuel Hecht, Johannes Bogensperger, Sven Schlarb, Alexander Schindler, Matthias Zeppelzauer
Automatic Sexism Detection with Multilingual Transformer Models AIT FHSTP@EXIST2021. IberLEF@SEPLN (2021)
Lam Pham, Dat Ngo, Phu X. Nguyen, Truong Van Hoang, Alexander Schindler
An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification. CoRR (2021)
Marko Perestjuk, Hendrik Boerma, Alexander Schindler, Shahram Keyvaninia, Patrick Runge, Martin Schell
Inverse-Designed InP-Based Polarization Rotator-Splitter. OFC (2021)
Lam Pham, Huy Phan, Alexander Schindler, Ross King, Alfred Mertins, Ian McLoughlin
Inception-Based Network and Multi-Spectrogram Ensemble Applied To Predict Respiratory Anomalies and Lung Diseases. EMBC (2021)
Lam Pham, Alexander Schindler, Mina Schütz, Jasmin Lampert, Sven Schlarb, Ross King
Deep Learning Frameworks Applied For Audio-Visual Scene Classification. CoRR (2021)
Mina Schütz, Jaqueline Boeck, Daria Liakhovets, Djordje Slijepcevic, Armin Kirchknopf, Manuel Hecht, Johannes Bogensperger, Sven Schlarb, Alexander Schindler, Matthias Zeppelzauer
Automatic Sexism Detection with Multilingual Transformer Models. CoRR (2021)
Lam Pham, Hieu Tang, Anahid N. Jalali, Alexander Schindler, Ross King
A Low-Compexity Deep Learning Framework For Acoustic Scene Classification. CoRR (2021)
Jaqueline Böck, Daria Liakhovets, Mina Schütz, Armin Kirchknopf, Djordje Slijepcevic, Matthias Zeppelzauer, Alexander Schindler
AIT_FHSTP at GermEval 2021: Automatic Fact Claiming Detection with Multilingual Transformer Models. GermEval@KONVENS (2021)
Alexander Schindler, Alexander Dietz
KI im Unterricht mit TensorFlow programmieren. LOG IN 40 (1) (2020)
Alexander Schindler, Sergiu Gordea, Peter Knees
Unsupervised cross-modal audio representation learning from unstructured multilingual text. SAC (2020)
Carmina Coronel, Christoph Wiesmeyr, Heinrich Garn, Bernhard Kohn, Anahid Naghibzadeh-Jalali, Alexander Schindler, Markus Wimmer, Magdalena Mandl, Martin Glos, Thomas Penzel, Gerhard Kloesch, Andrijana Stefanic-Kejik, Marion Böck, Eugenijus Kaniusas, Stefan Seidel
Comparison of PSG signals and Respiratory Movement Signal via 3D Camera in Detecting Sleep Respiratory Events by LSTM Models. APSIPA (2020)
Alexander Schindler, Thomas Lidy, Sebastian Böck
Deep Learning for MIR Tutorial. CoRR (2020)
Alexander Schindler
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis. CoRR (2020)
Alexander Schindler, Sergiu Gordea, Peter Knees
Unsupervised Cross-Modal Audio Representation Learning from Unstructured Multilingual Text. CoRR (2020)
Mina Schütz, Alexander Schindler, Melanie Siegel, Kawa Nazemi
Automatic Fake News Detection with Pre-trained Transformer Models. ICPR Workshops (7) (2020)
Alexander Schindler, Andrew Lindley, Anahid N. Jalali, Martin Boyer, Sergiu Gordea, Ross King
Multi-modal video forensic platform for investigating post-terrorist attack scenarios. MMSys (2020)
Alexander Schindler, Andrew Lindley, Anahid N. Jalali, Martin Boyer, Sergiu Gordea, Ross King
Multi-Modal Video Forensic Platform for Investigating Post-Terrorist Attack Scenarios. CoRR (2020)
Alexander Schindler, Peter Knees
Multi-Task Music Representation Learning from Multi-Label Embeddings. CBMI (2019)
Anahid N. Jalali, Clemens Heistracher, Alexander Schindler, Bernhard Haslhofer, Tanja Nemeth, Robert Glawar, Wilfried Sihn, Peter De Boer
Predicting Time-to-Failure of Plasma Etching Equipment using Machine Learning. ICPHM (2019)
Anahid N. Jalali, Clemens Heistracher, Alexander Schindler, Bernhard Haslhofer, Tanja Nemeth, Robert Glawar, Wilfried Sihn, Peter De Boer
Predicting Time-to-Failure of Plasma Etching Equipment using Machine Learning. CoRR (2019)
Alexander Schindler, Andreas Rauber
On the Unsolved Problem of Shot Boundary Detection for Music Videos. MMM (1) (2019)
Alexander Schindler, Martin Boyer, Andrew Lindley, David Schreiber, Thomas Philipp
Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks. MMM (2) (2019)
Alexander Schindler, Peter Knees
Multi-Task Music Representation Learning from Multi-Label Embeddings. CoRR (2019)
Patrick Runge, Shahram Keyvaninia, Marko Gruner, Alexander Schindler, Frederik Schroder, Ronald Kaiser, Felix Ganzer, Sven Mutschall, Angela Seeger, Jens Stephan, Günter Unterbörsch
Photodetector with Monolithically Integrated SOA for Pre-Amplification of High-Speed Signals with 56GBd and Above. OFC (2019)
Anahid N. Jalali, Alexander Schindler, Bernhard Haslhofer
Understandable Deep Neural Networks for Predictive Maintenance in the Manufacturing Industry. ERCIM News 2019 (116) (2019)
Alexander Schindler, Martin Boyer, Andrew Lindley, David Schreiber, Thomas Philipp
Large Scale Audio-Visual Video Analytics Platform for Forensic Investigations of Terroristic Attacks. CoRR (2018)
Botond Fazekas, Alexander Schindler, Thomas Lidy, Andreas Rauber
A Multi-modal Deep Neural Network approach to Bird-song identification. CoRR (2018)
Alexander Schindler, Sven Schlarb
Contextualised Conversational Systems. ERCIM News 2018 (114) (2018)
Alexander Schindler, Thomas Lidy, Stephan Karner, Matthias Hecker
Fashion and Apparel Classification using Convolutional Neural Networks. CoRR (2018)
Alexander Schindler, Thomas Lidy, Andreas Rauber
Multi-Temporal Resolution Convolutional Neural Networks for Acoustic Scene Classification. CoRR (2018)
Alexander Schindler, Andreas Rauber
Harnessing Music-Related Visual Stereotypes for Music Information Retrieval. ACM Trans. Intell. Syst. Technol. 8 (2) (2017)
Botond Fazekas, Alexander Schindler, Thomas Lidy
A Multi-modal Deep Neural Network approach to Bird-song Identication. CLEF (Working Notes) (2017)
Alexander Schindler, Thomas Lidy, Andreas Rauber
Multi-Temporal Resolution Convolutional Neural Networks for Acoustic Scene Classification. DCASE (2017)
Alexander Schindler, Thomas Lidy, Stephan Karner, Matthias Hecker
Fashion and Apparel Classification using Convolutional Neural Networks. Forum Media Technology (2017)
Thomas Lidy, Alexander Schindler
CQT-based Convolutional Neural Networks for Audio Scene Classification. DCASE (2016)
Alexander Schindler, Sergiu Gordea, Harry van Biessum
The Europeana Sounds Music Information Retrieval Pilot. EuroMed (2) (2016)
Alexander Schindler, Thomas Lidy, Andreas Rauber
Comparing Shallow versus Deep Neural Network Architectures for Automatic Music Genre Classification. FMT (2016)
Thomas Lidy, Alexander Schindler, Michela Magas
MusicBricks: Connecting Digital Creators to the Internet of Music Things. ERCIM News 2015 (101) (2015)
Alexander Schindler, Andreas Rauber
An Audio-Visual Approach to Music Genre Classification through Affective Color Features. ECIR (2015)
Alexander Schindler
A Picture is Worth a Thousand Songs: Exploring Visual Aspects of Music. DLfM@JCDL (2014)
Sven Schlarb, Peter Cliff, Peter May, William Palmer, Matthias Hahn, Reinhold Huber-Mörk, Alexander Schindler, Rainer Schmidt, Johan van der Knijff
Quality assured image file format migration in large digital object repositories. iPRES (2013)
Roman Graf, Reinhold Huber-Mörk, Alexander Schindler, Sven Schlarb
Duplicate detection approaches for quality assurance of document image collections. MEDES (2013)
Reinhold Huber-Mörk, Alexander Schindler
Automatic classification of defect page content in scanned document collections. ISPA (2013)
Reinhold Huber-Mörk, Alexander Schindler
An Image Based Approach for Content Analysis in Document Collections. ISVC (2) (2013)
Reinhold Huber-Mörk, Alexander Schindler, Sven Schlarb
Duplicate Detection for Quality Assurance of Document Image Collections. iPRES (2012)
Alexander Schindler, Rudolf Mayer, Andreas Rauber
Facilitating Comprehensive Benchmarking Experiments on the Million Song Dataset. ISMIR (2012)
Reinhold Huber-Mörk, Alexander Schindler
Quality Assurance for Document Image Collections in Digital Preservation. ACIVS (2012)
Alexander Schindler, Andreas Rauber
Capturing the Temporal Domain in Echonest Features for Improved Classification Effectiveness. Adaptive Multimedia Retrieval (2012)
Roman Graf, Reinhold Huber-Mörk, Alexander Schindler, Sven Schlarb
An Expert System for Quality Assurance of Document Image Collections. EuroMed (2012)
Alexander Schindler, Andreas Rauber
Clubmixer: A Presentation Platform for MIR Projects. Adaptive Multimedia Retrieval (2010)