Hamid Eghbal-zadeh

56 papers A* 4A 2Journal 30Unranked 20

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Rethinking data augmentation for adversarial robustness. Inf. Sci. Hamid Eghbal-zadeh, Werner Zellinger, Maura Pintor, Kathrin Grosse, Khaled Koutini, Bernhard Alois Moser, Battista Biggio, Gerhard Widmer
2023	A*	`conf`	Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation. ICLR Marius-Constantin Dinu, Markus Holzleitner, Maximilian Beck, Hoan Duc Nguyen, Andrea Huber, Hamid Eghbal-zadeh, Bernhard Alois Moser, Sergei V. Pereverzyev, Sepp Hochreiter, Werner Zellinger
2023	J	`jnl`	Addressing Parameter Choice Issues in Unsupervised Domain Adaptation by Aggregation. CoRR Marius-Constantin Dinu, Markus Holzleitner, Maximilian Beck, Hoan Duc Nguyen, Andrea Huber, Hamid Eghbal-zadeh, Bernhard Alois Moser, Sergei V. Pereverzyev, Sepp Hochreiter, Werner Zellinger
2022	—	`conf`	A Dataset Perspective on Offline Reinforcement Learning. CoLLAs Kajetan Schweighofer, Marius-Constantin Dinu, Andreas Radler, Markus Hofmarcher, Vihang Prakash Patil, Angela Bitto-Nemling, Hamid Eghbal-zadeh, Sepp Hochreiter
2022	A	`conf`	Efficient Training of Audio Transformers with Patchout. INTERSPEECH Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
2022	—	`conf`	Few-Shot Learning by Dimensionality Reduction in Gradient Space. CoLLAs Martin Gauch, Maximilian Beck, Thomas Adler, Dmytro Kotsur, Stefan Fiel, Hamid Eghbal-zadeh, Johannes Brandstetter, Johannes Kofler, Markus Holzleitner, Werner Zellinger, Daniel Klotz, Sepp Hochreiter, Sebastian Lehner
2022	J	`jnl`	Few-Shot Learning by Dimensionality Reduction in Gradient Space. CoRR Martin Gauch, Maximilian Beck, Thomas Adler, Dmytro Kotsur, Stefan Fiel, Hamid Eghbal-zadeh, Johannes Brandstetter, Johannes Kofler, Markus Holzleitner, Werner Zellinger, Daniel Klotz, Sepp Hochreiter, Sebastian Lehner
2022	A*	`conf`	History Compression via Language Models in Reinforcement Learning. ICML Fabian Paischer, Thomas Adler, Vihang Patil, Angela Bitto-Nemling, Markus Holzleitner, Sebastian Lehner, Hamid Eghbal-zadeh, Sepp Hochreiter
2022	J	`jnl`	History Compression via Language Models in Reinforcement Learning. CoRR Fabian Paischer, Thomas Adler, Vihang Patil, Angela Bitto-Nemling, Markus Holzleitner, Sebastian Lehner, Hamid Eghbal-zadeh, Sepp Hochreiter
2022	J	`jnl`	Learning General Audio Representations with Large-Scale Training of Patchout Audio Transformers. CoRR Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
2022	—	`conf`	Reactive Exploration to Cope With Non-Stationarity in Lifelong Reinforcement Learning. CoLLAs Christian Alexander Steinparz, Thomas Schmied, Fabian Paischer, Marius-Constantin Dinu, Vihang Prakash Patil, Angela Bitto-Nemling, Hamid Eghbal-zadeh, Sepp Hochreiter
2022	J	`jnl`	Reactive Exploration to Cope with Non-Stationarity in Lifelong Reinforcement Learning. CoRR Christian Alexander Steinparz, Thomas Schmied, Fabian Paischer, Marius-Constantin Dinu, Vihang Patil, Angela Bitto-Nemling, Hamid Eghbal-zadeh, Sepp Hochreiter
2021	J	`jnl`	Efficient Training of Audio Transformers with Patchout. CoRR Khaled Koutini, Jan Schlüter, Hamid Eghbal-zadeh, Gerhard Widmer
2021	—	`conf`	Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers. HEAR@NeurIPS Khaled Koutini, Shahed Masoudian, Florian Schmid, Hamid Eghbal-zadeh, Jan Schlüter, Gerhard Widmer
2021	J	`jnl`	Over-Parameterization and Generalization in Audio Classification. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel, Jan Schlüter, Gerhard Widmer
2021	J	`jnl`	Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks. IEEE ACM Trans. Audio Speech Lang. Process. Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2021	J	`jnl`	Receptive Field Regularization Techniques for Audio Classification and Tagging with Deep Convolutional Neural Networks. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2021	A*	`conf`	The balancing principle for parameter choice in distance-regularized domain adaptation. NeurIPS Werner Zellinger, Natalia Shepeleva, Marius-Constantin Dinu, Hamid Eghbal-zadeh, Hoan Duc Nguyen, Bernhard Nessler, Sergei V. Pereverzyev, Bernhard Alois Moser
2020	—	`conf`	Context-Adaptive Reinforcement Learning using Unsupervised Learning of Context Variables. Preregister@NeurIPS Hamid Eghbal-zadeh, Florian Henkel, Gerhard Widmer
2020	—	`conf`	Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. DCASE Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
2020	J	`jnl`	Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. CoRR Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
2020	J	`jnl`	On Data Augmentation and Adversarial Risk: An Empirical Analysis. CoRR Hamid Eghbal-zadeh, Khaled Koutini, Paul Primus, Verena Haunschmid, Michal Lewandowski, Werner Zellinger, Bernhard Alois Moser, Gerhard Widmer
2020	J	`jnl`	Receptive-Field Regularized CNNs for Music Classification and Tagging. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Verena Haunschmid, Paul Primus, Shreyan Chowdhury, Gerhard Widmer
2019	—	`conf`	An automatic drum machine with touch UI based on a generative neural network. IUI Companion Richard Vogl, Hamid Eghbal-zadeh, Peter Knees
2019	J	`jnl`	DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data. J. Comput. Biol. Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard Alois Moser
2019	—	`conf`	Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. MediaEval Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer
2019	J	`jnl`	Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs. CoRR Khaled Koutini, Shreyan Chowdhury, Verena Haunschmid, Hamid Eghbal-zadeh, Gerhard Widmer
2019	—	`conf`	Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification. DCASE Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer
2019	J	`jnl`	Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification. CoRR Paul Primus, Hamid Eghbal-zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer
2019	J	`jnl`	Feature-combination hybrid recommender systems for automated music playlist continuation. User Model. User Adapt. Interact. Andreu Vall, Matthias Dorfer, Hamid Eghbal-zadeh, Markus Schedl, Keki Burjorjee, Gerhard Widmer
2019	A*	`conf`	Mixture Density Generative Adversarial Networks. CVPR Hamid Eghbal-zadeh, Werner Zellinger, Gerhard Widmer
2019	J	`jnl`	Movie genome: alleviating new item cold start in movie recommendation. User Model. User Adapt. Interact. Yashar Deldjoo, Maurizio Ferrari Dacrema, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Stefano Cereda, Markus Schedl, Bogdan Ionescu, Paolo Cremonesi
2019	—	`conf`	On Conditioning GANs to Hierarchical Ontologies. DEXA Workshops Hamid Eghbal-zadeh, Lukas Fischer, Thomas Hoch
2019	J	`jnl`	On Conditioning GANs to Hierarchical Ontologies. CoRR Hamid Eghbal-zadeh, Lukas Fischer, Thomas Hoch
2019	—	`conf`	Receptive-Field-Regularized CNN Variants for Acoustic Scene Classification. DCASE Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2019	J	`jnl`	Receptive-field-regularized CNN variants for acoustic scene classification. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2019	—	`conf`	The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. EUSIPCO Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2019	J	`jnl`	The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification. CoRR Khaled Koutini, Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2018	A	`conf`	Audio-visual encoding of multimedia content for enhancing movie recommendations. RecSys Yashar Deldjoo, Mihai Gabriel Constantin, Hamid Eghbal-zadeh, Bogdan Ionescu, Markus Schedl, Paolo Cremonesi
2018	J	`jnl`	Deep SNP: An End-to-end Deep Neural Network with Attention-based Localization for Break-point Detection in SNP Array Genomic data. CoRR Hamid Eghbal-zadeh, Lukas Fischer, Niko Popitsch, Florian Kromp, Sabine Taschner-Mandl, Khaled Koutini, Teresa Gerber, Eva Bozsaky, Peter F. Ambros, Inge M. Ambros, Gerhard Widmer, Bernhard Alois Moser
2018	—	`conf`	Iterative knowledge distillation in R-CNNs for weakly-labeled semi-supervised sound event detection. DCASE Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer
2018	J	`jnl`	Large-Scale Weakly Labeled Semi-Supervised Sound Event Detection in Domestic Environments. CoRR Romain Serizel, Nicolas Turpault, Hamid Eghbal-zadeh, Ankit Parag Shah
2018	—	`conf`	Large-scale weakly labeled semi-supervised sound event detection in domestic environments. DCASE Romain Serizel, Nicolas Turpault, Hamid Eghbal-zadeh, Ankit Parag Shah
2018	J	`jnl`	Mixture Density Generative Adversarial Networks. CoRR Hamid Eghbal-zadeh, Werner Zellinger, Gerhard Widmer
2018	J	`jnl`	On the Interrelation Between Listener Characteristics and the Perception of Emotions in Classical Orchestra Music. IEEE Trans. Affect. Comput. Markus Schedl, Emilia Gómez, Erika S. Trent, Marko Tkalcic, Hamid Eghbal-zadeh, Agustín Martorell
2017	J	`jnl`	A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification. CoRR Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
2017	—	`conf`	A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification. EUSIPCO Hamid Eghbal-zadeh, Bernhard Lehner, Matthias Dorfer, Gerhard Widmer
2017	J	`jnl`	Deep Within-Class Covariance Analysis for Acoustic Scene Classification. CoRR Hamid Eghbal-zadeh, Matthias Dorfer, Gerhard Widmer
2017	J	`jnl`	Likelihood Estimation for Generative Adversarial Networks. CoRR Hamid Eghbal-zadeh, Gerhard Widmer
2017	J	`jnl`	Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features. CoRR Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl
2017	—	`conf`	Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features: Alleviating the Cold-Start Problem for Rare and Out-of-Set Songs. DLRS@RecSys Andreu Vall, Hamid Eghbal-zadeh, Matthias Dorfer, Markus Schedl, Gerhard Widmer
2017	J	`jnl`	Probabilistic Generative Adversarial Networks. CoRR Hamid Eghbal-zadeh, Gerhard Widmer
2016	—	`conf`	An Analysis of Agreement in Classical Music Perception and its Relationship to Listener Characteristics. ISMIR Markus Schedl, Hamid Eghbal-zadeh, Emilia Gómez, Marko Tkalcic
2016	—	`conf`	Noise Robust Music Artist Recognition Using I-Vector Features. ISMIR Hamid Eghbal-zadeh, Gerhard Widmer
2015	—	`conf`	I-Vectors for Timbre-Based Music Similarity and Music Artist Classification. ISMIR Hamid Eghbal-zadeh, Bernhard Lehner, Markus Schedl, Gerhard Widmer
2015	—	`conf`	Timbral modeling for music artist recognition using i-vectors. EUSIPCO Hamid Eghbal-zadeh, Markus Schedl, Gerhard Widmer