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ORCIDJan Chorowski
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- affiliation: University of Wroclaw, Institute of Computer Science
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2020 – today
- 2023
[c28]Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo Maria Ponti:
Efficient Transformers with Dynamic Token Pooling. ACL (1) 2023: 6403-6417- [i29]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 abs/2307.13116 (2023) - 2022
- [c27]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: 3189-3193 - [c26]Santiago Cuervo, Adrian Lancucki, Ricard Marxer, Pawel Rychlikowski, Jan Chorowski:
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech. NeurIPS 2022 - [i28]Santiago Cuervo, Adrian Lancucki, Ricard Marxer, Pawel Rychlikowski, Jan Chorowski:
Variable-rate hierarchical CPC leads to acoustic unit discovery in speech. CoRR abs/2206.02211 (2022) - [i27]Piotr Nawrot, Jan Chorowski, Adrian Lancucki, Edoardo M. Ponti:
Efficient Transformers with Dynamic Token Pooling. CoRR abs/2211.09761 (2022) - 2021
- [j5]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: 26-32 (2021) - [c25]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: 971-975 - [c24]Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski:
Aligned Contrastive Predictive Coding. Interspeech 2021: 976-980 - [i26]Jan Chorowski, Grzegorz Ciesielski, Jaroslaw Dzikowski, Adrian Lancucki, Ricard Marxer, Mateusz Opala, Piotr Pusz, Pawel Rychlikowski, Michal Stypulkowski:
Aligned Contrastive Predictive Coding. CoRR abs/2104.11946 (2021) - [i25]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 abs/2106.11603 (2021) - [i24]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 abs/2110.15909 (2021) - 2020
- [c23]Hans J. G. A. Dolfing, Jerome R. Bellegarda, Jan Chorowski, Ricard Marxer, Antoine Laurent:
The "ScribbleLens" Dutch Historical Handwriting Corpus. ICFHR 2020: 67-72 - [c22]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: 1-7 - [c21]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: 3790-3794 - [i23]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 abs/2005.08520 (2020) - [i22]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 abs/2006.02547 (2020) - [i21]Michal Stypulkowski, Kacper Kania, Maciej Zamorski, Maciej Zieba, Tomasz Trzcinski, Jan Chorowski:
Representing Point Clouds with Generative Conditional Invertible Flow Networks. CoRR abs/2010.11087 (2020)
2010 – 2019
- 2019
- [j4]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): 2041-2053 (2019) - [c20]Michal Zapotoczny, Piotr Pietrzak, Adrian Lancucki, Jan Chorowski:
Lattice Generation in Attention-Based Speech Recognition Models. INTERSPEECH 2019: 2225-2229 - [c19]Jan Chorowski, Adrian Lancucki, Bartosz Kostka, Michal Zapotoczny:
Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees. INTERSPEECH 2019: 4385-4389 - [i20]Jan Chorowski, Adrian Lancucki, Bartosz Kostka, Michal Zapotoczny:
Towards Using Context-Dependent Symbols in CTC Without State-Tying Decision Trees. CoRR abs/1901.04379 (2019) - [i19]Jan Chorowski, Ron J. Weiss, Samy Bengio, Aäron van den Oord:
Unsupervised speech representation learning using WaveNet autoencoders. CoRR abs/1901.08810 (2019) - [i18]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 abs/1902.08295 (2019) - [i17]Michal Stypulkowski, Maciej Zamorski, Maciej Zieba, Jan Chorowski:
Conditional Invertible Flow for Point Cloud Generation. CoRR abs/1910.07344 (2019) - 2018
- [c18]Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio:
On Using Backpropagation for Speech Texture Generation and Voice Conversion. ICASSP 2018: 2256-2260 - [c17]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: 4774-4778 - [c16]Szymon Malik, Adrian Lancucki, Jan Chorowski:
Efficient Purely Convolutional Text Encoding. LaCATODA@IJCAI 2018: 14-23 - [i16]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 abs/1805.08032 (2018) - [i15]Szymon Malik, Adrian Lancucki, Jan Chorowski:
Efficient Purely Convolutional Text Encoding. CoRR abs/1808.01160 (2018) - 2017
- [c15]Gabriel Pereyra, George Tucker, Jan Chorowski, Lukasz Kaiser, Geoffrey E. Hinton:
Regularizing Neural Networks by Penalizing Confident Output Distributions. ICLR (Workshop) 2017 - [c14]Jakob N. Foerster, Justin Gilmer, Jascha Sohl-Dickstein, Jan Chorowski, David Sussillo:
Input Switched Affine Networks: An RNN Architecture Designed for Interpretability. ICML 2017: 1136-1145 - [c13]Jan Chorowski, Navdeep Jaitly:
Towards Better Decoding and Language Model Integration in Sequence to Sequence Models. INTERSPEECH 2017: 523-527 - [c12]Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen:
Sequence-to-Sequence Models Can Directly Translate Foreign Speech. INTERSPEECH 2017: 2625-2629 - [c11]Michal Zapotoczny, Pawel Rychlikowski, Jan Chorowski:
On Multilingual Training of Neural Dependency Parsers. TSD 2017: 326-334 - [c10]Adrian Lancucki, Jan Chorowski:
Multipoint Neighbor Embedding. TSD 2017: 456-464 - [i14]Gabriel Pereyra, George Tucker, Jan Chorowski, Lukasz Kaiser, Geoffrey E. Hinton:
Regularizing Neural Networks by Penalizing Confident Output Distributions. CoRR abs/1701.06548 (2017) - [i13]Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen:
Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech. CoRR abs/1703.08581 (2017) - [i12]Michal Zapotoczny, Pawel Rychlikowski, Jan Chorowski:
On Multilingual Training of Neural Dependency Parsers. CoRR abs/1705.10209 (2017) - [i11]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 abs/1712.01769 (2017) - [i10]Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio:
On Using Backpropagation for Speech Texture Generation and Voice Conversion. CoRR abs/1712.08363 (2017) - 2016
- [c9]Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio:
End-to-end attention-based large vocabulary speech recognition. ICASSP 2016: 4945-4949 - [i9]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 abs/1605.02688 (2016) - [i8]Jan Chorowski, Michal Zapotoczny, Pawel Rychlikowski:
Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing. CoRR abs/1609.03441 (2016) - [i7]Jakob N. Foerster, Justin Gilmer, Jan Chorowski, Jascha Sohl-Dickstein, David Sussillo:
Intelligible Language Modeling with Input Switched Affine Networks. CoRR abs/1611.09434 (2016) - [i6]Jan Chorowski, Navdeep Jaitly:
Towards better decoding and language model integration in sequence to sequence models. CoRR abs/1612.02695 (2016) - 2015
- [j3]Jan Chorowski, Jacek M. Zurada:
Learning Understandable Neural Networks With Nonnegative Weight Constraints. IEEE Trans. Neural Networks Learn. Syst. 26(1): 62-69 (2015) - [c8]Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio:
Attention-Based Models for Speech Recognition. NIPS 2015: 577-585 - [i5]Bart van Merriënboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio:
Blocks and Fuel: Frameworks for deep learning. CoRR abs/1506.00619 (2015) - [i4]Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, KyungHyun Cho, Yoshua Bengio:
Attention-Based Models for Speech Recognition. CoRR abs/1506.07503 (2015) - [i3]Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio:
End-to-End Attention-based Large Vocabulary Speech Recognition. CoRR abs/1508.04395 (2015) - [i2]Dzmitry Bahdanau, Dmitriy Serdyuk, Philemon Brakel, Nan Rosemary Ke, Jan Chorowski, Aaron C. Courville, Yoshua Bengio:
Task Loss Estimation for Sequence Prediction. CoRR abs/1511.06456 (2015) - 2014
- [j2]Jan Chorowski, Jian Wang, Jacek M. Zurada:
Review and performance comparison of SVM- and ELM-based classifiers. Neurocomputing 128: 507-516 (2014) - [c7]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: 457-464 - [i1]Jan Chorowski, Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio:
End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results. CoRR abs/1412.1602 (2014) - 2013
- [c6]Jacek M. Zurada, Tolga Ensari, Ehsan Hosseini-Asl, Jan Chorowski:
Nonnegative Matrix Factorization and Its Application to Pattern Analysis and Text Mining. FedCSIS 2013: 11-16 - 2012
- [c5]Jiang Wang, Zicheng Liu, Jan Chorowski, Zhuoyuan Chen, Ying Wu:
Robust 3D Action Recognition with Random Occupancy Patterns. ECCV (2) 2012: 872-885 - [c4]Tolga Ensari, Jan Chorowski, Jacek M. Zurada:
Correntropy-Based Document Clustering via Nonnegative Matrix Factorization. ICANN (2) 2012: 347-354 - [c3]Jan Chorowski, Jacek M. Zurada:
Obtaining Full Regularization Paths for Robust Sparse Coding with Applications to Face Recognition. ICMLA (1) 2012: 356-361 - [c2]Tolga Ensari, Jan Chorowski, Jacek M. Zurada:
Occluded Face Recognition Using Correntropy-Based Nonnegative Matrix Factorization. ICMLA (1) 2012: 606-609 - 2011
- [j1]Jan Chorowski, Jacek M. Zurada:
Extracting Rules From Neural Networks as Decision Diagrams. IEEE Trans. Neural Networks 22(12): 2435-2446 (2011) - [c1]Jan Chorowski, Jacek M. Zurada:
Top-Down Induction of Reduced Ordered Decision Diagrams from Neural Networks. ICANN (2) 2011: 309-316
Coauthor Index
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