Jan Chorowski

According to our database, Jan Chorowski authored at least 44 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2023

Pathway: a fast and flexible unified stream data processing framework for analytical and Machine Learning applications.

Michal Bartoszkiewicz, Jan Chorowski, Adrian Kosowski, Jakub Kowalski, Sergey Kulik, Mateusz Lewandowski, Krzysztof Nowicki, Kamil Piechowiak, Olivier Ruas, Zuzanna Stamirowska, Przemyslaw Uznanski

CoRR, 2023

Efficient Transformers with Dynamic Token Pooling.

Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo Maria Ponti

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Variable-rate hierarchical CPC leads to acoustic unit discovery in speech.

Santiago Cuervo, Adrian Lancucki, Ricard Marxer, Pawel Rychlikowski, Jan Chorowski

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Contrastive Prediction Strategies for Unsupervised Segmentation and Categorization of Phonemes and Words.

Santiago Cuervo, Maciej Grabias, Jan Chorowski, Grzegorz Ciesielski, Adrian Lancucki, Pawel Rychlikowski, Ricard Marxer

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Representing point clouds with generative conditional invertible flow networks.

Michal Stypulkowski, Kacper Kania, Maciej Zamorski, Maciej Zieba, Tomasz Trzcinski, Jan Chorowski

Pattern Recognit. Lett., 2021

Aligned Contrastive Predictive Coding.

Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Information Retrieval for ZeroSpeech 2021: The Submission by University of Wroclaw.

Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning.

Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James R. Glass

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Robust Training of Vector Quantized Bottleneck Models.

Adrian Lancucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alumäe, Antoine Laurent

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

The "ScribbleLens" Dutch Historical Handwriting Corpus.

Hans J. G. A. Dolfing, Jerome R. Bellegarda, Jan Chorowski, Ricard Marxer, Antoine Laurent

Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

2019

Unsupervised Speech Representation Learning Using WaveNet Autoencoders.

Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron van den Oord

IEEE ACM Trans. Audio Speech Lang. Process., 2019

Conditional Invertible Flow for Point Cloud Generation.

Michal Stypulkowski, Maciej Zamorski, Maciej Zieba, Jan Chorowski

CoRR, 2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.

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

CoRR, 2019

Lattice Generation in Attention-Based Speech Recognition Models.

Michal Zapotoczny, Piotr Pietrzak, Adrian Lancucki, Jan Chorowski

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees.

Jan Chorowski, Adrian Lancucki, Bartosz Kostka, Michal Zapotoczny

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

2018

A Talker Ensemble: the University of Wrocław's Entry to the NIPS 2017 Conversational Intelligence Challenge.

Jan Chorowski, Adrian Lancucki, Szymon Malik, Maciej Pawlikowski, Pawel Rychlikowski, Pawel Zykowski

CoRR, 2018

Efficient Purely Convolutional Text Encoding.

Szymon Malik, Adrian Lancucki, Jan Chorowski

Proceedings of the Linguistic and Cognitive Approaches To Dialog Agents Workshop co-located with the 27th International Joint Conference on Artificial Intelligence and the 23rd European Conference on Artificial Intelligence (IJCAI-ECAI 2018), 2018

On Using Backpropagation for Speech Texture Generation and Voice Conversion.

Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

State-of-the-Art Speech Recognition with Sequence-to-Sequence Models.

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

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech.

Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen

CoRR, 2017

On Multilingual Training of Neural Dependency Parsers.

Michal Zapotoczny, Pawel Rychlikowski, Jan Chorowski

Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

Multipoint Neighbor Embedding.

Adrian Lancucki, Jan Chorowski

Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

Sequence-to-Sequence Models Can Directly Translate Foreign Speech.

Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Towards Better Decoding and Language Model Integration in Sequence to Sequence Models.

Jan Chorowski, Navdeep Jaitly

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Input Switched Affine Networks: An RNN Architecture Designed for Interpretability.

Jakob N. Foerster, Justin Gilmer, Jascha Sohl-Dickstein, Jan Chorowski, David Sussillo

Proceedings of the 34th International Conference on Machine Learning, 2017

Regularizing Neural Networks by Penalizing Confident Output Distributions.

Gabriel Pereyra, George Tucker, Jan Chorowski, Lukasz Kaiser, Geoffrey E. Hinton

Proceedings of the 5th International Conference on Learning Representations, 2017

2016

Intelligible Language Modeling with Input Switched Affine Networks.

Jakob N. Foerster, Justin Gilmer, Jan Chorowski, Jascha Sohl-Dickstein, David Sussillo

CoRR, 2016

Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing.

Jan Chorowski, Michal Zapotoczny, Pawel Rychlikowski

CoRR, 2016

Theano: A Python framework for fast computation of mathematical expressions.

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

CoRR, 2016

End-to-end attention-based large vocabulary speech recognition.

Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015

Learning Understandable Neural Networks With Nonnegative Weight Constraints.

Jan Chorowski, Jacek M. Zurada

IEEE Trans. Neural Networks Learn. Syst., 2015

Blocks and Fuel: Frameworks for deep learning.

Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio

CoRR, 2015

Task Loss Estimation for Sequence Prediction.

Dzmitry Bahdanau, Dmitriy Serdyuk, Philemon Brakel, Nan Rosemary Ke, Jan Chorowski, Aaron C. Courville, Yoshua Bengio

CoRR, 2015

Attention-Based Models for Speech Recognition.

Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2014

Review and performance comparison of SVM- and ELM-based classifiers.

Jan Chorowski, Jian Wang, Jacek M. Zurada

Neurocomputing, 2014

End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results.

Jan Chorowski, Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio

CoRR, 2014

Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems.

Adrian Lancucki, Jan Chorowski, Krzysztof Michalak, Patryk Filipiak, Piotr Lipinski

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

2013

Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining.

Jacek M. Zurada, Tolga Ensari, Ehsan Hosseini-Asl, Jan Chorowski

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012

Occluded Face Recognition Using Correntropy-Based Nonnegative Matrix Factorization.

Tolga Ensari, Jan Chorowski, Jacek M. Zurada

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Obtaining Full Regularization Paths for Robust Sparse Coding with Applications to Face Recognition.

Jan Chorowski, Jacek M. Zurada

Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Correntropy-Based Document Clustering via Nonnegative Matrix Factorization.

Tolga Ensari, Jan Chorowski, Jacek M. Zurada

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Robust 3D Action Recognition with Random Occupancy Patterns.

Jiang Wang, Zicheng Liu, Jan Chorowski, Zhuoyuan Chen, Ying Wu

Proceedings of the Computer Vision - ECCV 2012, 2012

2011

Extracting Rules From Neural Networks as Decision Diagrams.

Jan Chorowski, Jacek M. Zurada

IEEE Trans. Neural Networks, 2011

Top-Down Induction of Reduced Ordered Decision Diagrams from Neural Networks.

Jan Chorowski, Jacek M. Zurada

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011