Jan Chorowski

Publication Activity (10 Years)

Years Active: 2011-2023
Publications (10 Years): 46

Top Topics

Negative Matrix Factorization

Dynamic Optimization Problems

Speech Recognition

Top Venues

Publications

Michal Bartoszkiewicz, Jan Chorowski, Adrian Kosowski, Jakub Kowalski, Sergey Kulik, Mateusz Lewandowski, Krzysztof Nowicki, Kamil Piechowiak, Olivier Ruas, Zuzanna Stamirowska, Przemyslaw Uznanski
Pathway: a fast and flexible unified stream data processing framework for analytical and Machine Learning applications. CoRR (2023)
Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo Maria Ponti
Efficient Transformers with Dynamic Token Pooling. ACL (1) (2023)
Santiago Cuervo, Adrian Lancucki, Ricard Marxer, Pawel Rychlikowski, Jan Chorowski
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech. NeurIPS (2022)
Santiago Cuervo, Maciej Grabias, Jan Chorowski, Grzegorz Ciesielski, Adrian Lancucki, Pawel Rychlikowski, Ricard Marxer
Contrastive Prediction Strategies for Unsupervised Segmentation and Categorization of Phonemes and Words. ICASSP (2022)
Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo M. Ponti
Efficient Transformers with Dynamic Token Pooling. CoRR (2022)
Santiago Cuervo, Adrian Lancucki, Ricard Marxer, Pawel Rychlikowski, Jan Chorowski
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech. CoRR (2022)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw. Interspeech (2021)
Santiago Cuervo, Maciej Grabias, Jan Chorowski, Grzegorz Ciesielski, Adrian Lancucki, Pawel Rychlikowski, Ricard Marxer
Contrastive prediction strategies for unsupervised segmentation and categorization of phonemes and words. CoRR (2021)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Aligned Contrastive Predictive Coding. Interspeech (2021)
Michal Stypulkowski, Kacper Kania, Maciej Zamorski, Maciej Zieba, Tomasz Trzcinski, Jan Chorowski
Representing point clouds with generative conditional invertible flow networks. Pattern Recognit. Lett. 150 (2021)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw. CoRR (2021)
Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski
Aligned Contrastive Predictive Coding. CoRR (2021)
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James R. Glass
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. CoRR (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. IJCNN (2020)
Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent
Robust Training of Vector Quantized Bottleneck Models. CoRR (2020)
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James R. Glass
A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning. INTERSPEECH (2020)
Michal Stypulkowski, Kacper Kania, Maciej Zamorski, Maciej Zieba, Tomasz Trzcinski, Jan Chorowski
Representing Point Clouds with Generative Conditional Invertible Flow Networks. CoRR (2020)
Hans J. G. A. Dolfing, Jerome R. Bellegarda, Jan Chorowski, Ricard Marxer, Antoine Laurent
The "ScribbleLens" Dutch Historical Handwriting Corpus. ICFHR (2020)
Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron van den Oord
Unsupervised speech representation learning using WaveNet autoencoders. CoRR (2019)
Michal Stypulkowski, Maciej Zamorski, Maciej Zieba, Jan Chorowski
Conditional Invertible Flow for Point Cloud Generation. CoRR (2019)
Jan Chorowski, Adrian Lancucki, Bartosz Kostka, Michal Zapotoczny
Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees. INTERSPEECH (2019)
Michal Zapotoczny, Piotr Pietrzak, Adrian Lancucki, Jan Chorowski
Lattice Generation in Attention-Based Speech Recognition Models. INTERSPEECH (2019)
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia Xu Chen, Ye Jia, Anjuli Kannan, Tara N. Sainath, Yuan Cao, Chung-Cheng Chiu, Yanzhang He, Jan Chorowski, Smit Hinsu, Stella Laurenzo, James Qin, Orhan Firat, Wolfgang Macherey, Suyog Gupta, Ankur Bapna, Shuyuan Zhang, Ruoming Pang, Ron J. Weiss, Rohit Prabhavalkar, Qiao Liang, Benoit Jacob, Bowen Liang, HyoukJoong Lee, Ciprian Chelba, Sébastien Jean, Bo Li, Melvin Johnson, Rohan Anil, Rajat Tibrewal, Xiaobing Liu, Akiko Eriguchi, Navdeep Jaitly, Naveen Ari, Colin Cherry, Parisa Haghani, Otavio Good, Youlong Cheng, Raziel Alvarez, Isaac Caswell, Wei-Ning Hsu, Zongheng Yang, Kuan-Chieh Wang, Ekaterina Gonina, Katrin Tomanek, Ben Vanik, Zelin Wu, Llion Jones, Mike Schuster, Yanping Huang, Dehao Chen, Kazuki Irie, George F. Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel Bacchiani, Thomas B. Jablin, Robert Suderman, Ian Williams, Benjamin Lee, Deepti Bhatia, Justin Carlson, Semih Yavuz, Yu Zhang, Ian McGraw, Max Galkin, Qi Ge, Golan Pundak, Chad Whipkey, Todd Wang, Uri Alon, Dmitry Lepikhin, Ye Tian, Sara Sabour, William Chan, Shubham Toshniwal, Baohua Liao, Michael Nirschl, Pat Rondon
Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling. CoRR (2019)
Jan Chorowski, Adrian Lancucki, Bartosz Kostka, Michal Zapotoczny
Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees. CoRR (2019)
Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron van den Oord
Unsupervised Speech Representation Learning Using WaveNet Autoencoders. IEEE ACM Trans. Audio Speech Lang. Process. 27 (12) (2019)
Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio
On Using Backpropagation for Speech Texture Generation and Voice Conversion. ICASSP (2018)
Jan Chorowski, Adrian Lancucki, Szymon Malik, Maciej Pawlikowski, Pawel Rychlikowski, Pawel Zykowski
A Talker Ensemble: the University of Wrocław's Entry to the NIPS 2017 Conversational Intelligence Challenge. CoRR (2018)
Szymon Malik, Adrian Lancucki, Jan Chorowski
Efficient Purely Convolutional Text Encoding. CoRR (2018)
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Ekaterina Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
State-of-the-Art Speech Recognition with Sequence-to-Sequence Models. ICASSP (2018)
Szymon Malik, Adrian Lancucki, Jan Chorowski
Efficient Purely Convolutional Text Encoding. LaCATODA@IJCAI (2018)
Chung-Cheng Chiu, Tara N. Sainath, Yonghui Wu, Rohit Prabhavalkar, Patrick Nguyen, Zhifeng Chen, Anjuli Kannan, Ron J. Weiss, Kanishka Rao, Katya Gonina, Navdeep Jaitly, Bo Li, Jan Chorowski, Michiel Bacchiani
State-of-the-art Speech Recognition With Sequence-to-Sequence Models. CoRR (2017)
Jan Chorowski, Navdeep Jaitly
Towards Better Decoding and Language Model Integration in Sequence to Sequence Models. INTERSPEECH (2017)
Gabriel Pereyra, George Tucker, Jan Chorowski, Lukasz Kaiser, Geoffrey E. Hinton
Regularizing Neural Networks by Penalizing Confident Output Distributions. CoRR (2017)
Jakob N. Foerster, Justin Gilmer, Jascha Sohl-Dickstein, Jan Chorowski, David Sussillo
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability. ICML (2017)
Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen
Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech. CoRR (2017)
Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen
Sequence-to-Sequence Models Can Directly Translate Foreign Speech. INTERSPEECH (2017)
Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio
On Using Backpropagation for Speech Texture Generation and Voice Conversion. CoRR (2017)
Gabriel Pereyra, George Tucker, Jan Chorowski, Lukasz Kaiser, Geoffrey E. Hinton
Regularizing Neural Networks by Penalizing Confident Output Distributions. ICLR (Workshop) (2017)
Adrian Lancucki, Jan Chorowski
Multipoint Neighbor Embedding. TSD (2017)
Michal Zapotoczny, Pawel Rychlikowski, Jan Chorowski
On Multilingual Training of Neural Dependency Parsers. TSD (2017)
Michal Zapotoczny, Pawel Rychlikowski, Jan Chorowski
On Multilingual Training of Neural Dependency Parsers. CoRR (2017)
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio
End-to-end attention-based large vocabulary speech recognition. ICASSP (2016)
Jakob N. Foerster, Justin Gilmer, Jan Chorowski, Jascha Sohl-Dickstein, David Sussillo
Intelligible Language Modeling with Input Switched Affine Networks. CoRR (2016)
Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermüller, Dzmitry Bahdanau, Nicolas Ballas, Frédéric Bastien, Justin Bayer, Anatoly Belikov, Alexander Belopolsky, Yoshua Bengio, Arnaud Bergeron, James Bergstra, Valentin Bisson, Josh Bleecher Snyder, Nicolas Bouchard, Nicolas Boulanger-Lewandowski, Xavier Bouthillier, Alexandre de Brébisson, Olivier Breuleux, Pierre Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul F. Christiano, Tim Cooijmans, Marc-Alexandre Côté, Myriam Côté, Aaron C. Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, Melanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian J. Goodfellow, Matthew Graham, Çaglar Gülçehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Balázs Hidasi, Sina Honari, Arjun Jain, Sébastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, César Laurent, Sean Lee, Simon Lefrançois, Simon Lemieux, Nicholas Léonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert McGibbon, Roland Memisevic, Bart van Merriënboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Joseph Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, François Savard, Jan Schlüter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, Étienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, Jérémie Tanguay, Gijs van Tulder, Joseph P. Turian, Sebastian Urban, Pascal Vincent, Francesco Visin, Harm de Vries, David Warde-Farley, Dustin J. Webb, Matthew Willson, Kelvin Xu, Lijun Xue, Li Yao, Saizheng Zhang, Ying Zhang
Theano: A Python framework for fast computation of mathematical expressions. CoRR (2016)
Jan Chorowski, Navdeep Jaitly
Towards better decoding and language model integration in sequence to sequence models. CoRR (2016)
Jan Chorowski, Michal Zapotoczny, Pawel Rychlikowski
Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing. CoRR (2016)
Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, KyungHyun Cho, Yoshua Bengio
Attention-Based Models for Speech Recognition. CoRR (2015)
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio
End-to-End Attention-based Large Vocabulary Speech Recognition. CoRR (2015)
Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio
Attention-Based Models for Speech Recognition. NIPS (2015)
Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio
Blocks and Fuel: Frameworks for deep learning. CoRR (2015)
Jan Chorowski, Jacek M. Zurada
Learning Understandable Neural Networks With Nonnegative Weight Constraints. IEEE Trans. Neural Networks Learn. Syst. 26 (1) (2015)
Dzmitry Bahdanau, Dmitriy Serdyuk, Philemon Brakel, Nan Rosemary Ke, Jan Chorowski, Aaron C. Courville, Yoshua Bengio
Task Loss Estimation for Sequence Prediction. CoRR (2015)
Jan Chorowski, Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results. CoRR (2014)
Adrian Lancucki, Jan Chorowski, Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski
Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems. IDEAL (2014)
Jan Chorowski, Jian Wang, Jacek M. Zurada
Review and performance comparison of SVM- and ELM-based classifiers. Neurocomputing 128 (2014)
Jacek M. Zurada, Tolga Ensari, Ehsan Hosseini-Asl, Jan Chorowski
Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining. FedCSIS (2013)
Jiang Wang, Zicheng Liu, Jan Chorowski, Zhuoyuan Chen, Ying Wu
Robust 3D Action Recognition with Random Occupancy Patterns. ECCV (2) (2012)
Tolga Ensari, Jan Chorowski, Jacek M. Zurada
Correntropy-Based Document Clustering via Nonnegative Matrix Factorization. ICANN (2) (2012)
Tolga Ensari, Jan Chorowski, Jacek M. Zurada
Occluded Face Recognition Using Correntropy-Based Nonnegative Matrix Factorization. ICMLA (1) (2012)
Jan Chorowski, Jacek M. Zurada
Obtaining Full Regularization Paths for Robust Sparse Coding with Applications to Face Recognition. ICMLA (1) (2012)
Jan Chorowski, Jacek M. Zurada
Extracting Rules From Neural Networks as Decision Diagrams. IEEE Trans. Neural Networks 22 (12) (2011)
Jan Chorowski, Jacek M. Zurada
Top-Down Induction of Reduced Ordered Decision Diagrams from Neural Networks. ICANN (2) (2011)