Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Jan Chorowski

Representing Point Clouds with Generative Conditional Invertible Flow Networks


Oct 07, 2020
Michał Stypułkowski, Kacper Kania, Maciej Zamorski, Maciej Zięba, Tomasz Trzciński, Jan Chorowski


  Access Paper or Ask Questions

A Convolutional Deep Markov Model for Unsupervised Speech Representation Learning


Jun 03, 2020
Sameer Khurana, Antoine Laurent, Wei-Ning Hsu, Jan Chorowski, Adrian Lancucki, Ricard Marxer, James Glass

* Submitted to Interspeech 2020 

  Access Paper or Ask Questions

Robust Training of Vector Quantized Bottleneck Models


May 18, 2020
Adrian ┼üa┼äcucki, Jan Chorowski, Guillaume Sanchez, Ricard Marxer, Nanxin Chen, Hans J. G. A. Dolfing, Sameer Khurana, Tanel Alum├Ąe, Antoine Laurent

* Published at IJCNN 2020 

  Access Paper or Ask Questions

Conditional Invertible Flow for Point Cloud Generation


Oct 16, 2019
Michał Stypułkowski, Maciej Zamorski, Maciej Zięba, Jan Chorowski

* Published in Sets & Partitions Workshop at NeurIPS 2019 (https://www.sets.parts/

  Access Paper or Ask Questions

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


Feb 21, 2019
Jonathan Shen, Patrick Nguyen, Yonghui Wu, Zhifeng Chen, Mia X. Chen, Ye Jia, Anjuli Kannan, Tara 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, S├ębastien 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 Foster, John Richardson, Klaus Macherey, Antoine Bruguier, Heiga Zen, Colin Raffel, Shankar Kumar, Kanishka Rao, David Rybach, Matthew Murray, Vijayaditya Peddinti, Maxim Krikun, Michiel A. U. Bacchiani, Thomas B. Jablin, Rob 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


  Access Paper or Ask Questions

Unsupervised speech representation learning using WaveNet autoencoders


Jan 25, 2019
Jan Chorowski, Ron J. Weiss, Samy Bengio, A├Ąron van den Oord


  Access Paper or Ask Questions

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


Jan 14, 2019
Jan Chorowski, Adrian Lancucki, Bartosz Kostka, Michal Zapotoczny


  Access Paper or Ask Questions

Efficient Purely Convolutional Text Encoding


Aug 03, 2018
Szymon Malik, Adrian Lancucki, Jan Chorowski

* As accepted to: LaCATODA Workshop, ICML 2018 

  Access Paper or Ask Questions

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


May 21, 2018
Jan Chorowski, Adrian Łańcucki, Szymon Malik, Maciej Pawlikowski, Paweł Rychlikowski, Paweł Zykowski

* To appear in NIPS 2017 Competition track Springer Proceedings 

  Access Paper or Ask Questions

On Using Backpropagation for Speech Texture Generation and Voice Conversion


Mar 08, 2018
Jan Chorowski, Ron J. Weiss, Rif A. Saurous, Samy Bengio

* Accepted to ICASSP 2018 

  Access Paper or Ask Questions

State-of-the-art Speech Recognition With Sequence-to-Sequence Models


Feb 23, 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

* ICASSP camera-ready version 

  Access Paper or Ask Questions

Input Switched Affine Networks: An RNN Architecture Designed for Interpretability


Jun 12, 2017
Jakob N. Foerster, Justin Gilmer, Jan Chorowski, Jascha Sohl-Dickstein, David Sussillo

* ICLR 2107 submission: https://openreview.net/forum?id=H1MjAnqxg 

  Access Paper or Ask Questions

Sequence-to-Sequence Models Can Directly Translate Foreign Speech


Jun 12, 2017
Ron J. Weiss, Jan Chorowski, Navdeep Jaitly, Yonghui Wu, Zhifeng Chen

* 5 pages, 1 figure. Interspeech 2017 

  Access Paper or Ask Questions

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


Jun 05, 2017
Jan Chorowski, Michał Zapotoczny, Paweł Rychlikowski


  Access Paper or Ask Questions

On Multilingual Training of Neural Dependency Parsers


May 29, 2017
Michał Zapotoczny, Paweł Rychlikowski, Jan Chorowski

* preprint accepted into the TSD2017 

  Access Paper or Ask Questions

Regularizing Neural Networks by Penalizing Confident Output Distributions


Jan 23, 2017
Gabriel Pereyra, George Tucker, Jan Chorowski, Łukasz Kaiser, Geoffrey Hinton

* Submitted to ICLR 2017 

  Access Paper or Ask Questions

Towards better decoding and language model integration in sequence to sequence models


Dec 08, 2016
Jan Chorowski, Navdeep Jaitly


  Access Paper or Ask Questions

Theano: A Python framework for fast computation of mathematical expressions


May 09, 2016
The Theano Development Team, Rami Al-Rfou, Guillaume Alain, Amjad Almahairi, Christof Angermueller, Dzmitry Bahdanau, Nicolas Ballas, Fr├ęd├ęric 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 Br├ębisson, Olivier Breuleux, Pierre-Luc Carrier, Kyunghyun Cho, Jan Chorowski, Paul Christiano, Tim Cooijmans, Marc-Alexandre C├┤t├ę, Myriam C├┤t├ę, Aaron Courville, Yann N. Dauphin, Olivier Delalleau, Julien Demouth, Guillaume Desjardins, Sander Dieleman, Laurent Dinh, M├ęlanie Ducoffe, Vincent Dumoulin, Samira Ebrahimi Kahou, Dumitru Erhan, Ziye Fan, Orhan Firat, Mathieu Germain, Xavier Glorot, Ian Goodfellow, Matt Graham, Caglar Gulcehre, Philippe Hamel, Iban Harlouchet, Jean-Philippe Heng, Bal├ízs Hidasi, Sina Honari, Arjun Jain, S├ębastien Jean, Kai Jia, Mikhail Korobov, Vivek Kulkarni, Alex Lamb, Pascal Lamblin, Eric Larsen, C├ęsar Laurent, Sean Lee, Simon Lefrancois, Simon Lemieux, Nicholas L├ęonard, Zhouhan Lin, Jesse A. Livezey, Cory Lorenz, Jeremiah Lowin, Qianli Ma, Pierre-Antoine Manzagol, Olivier Mastropietro, Robert T. McGibbon, Roland Memisevic, Bart van Merri├źnboer, Vincent Michalski, Mehdi Mirza, Alberto Orlandi, Christopher Pal, Razvan Pascanu, Mohammad Pezeshki, Colin Raffel, Daniel Renshaw, Matthew Rocklin, Adriana Romero, Markus Roth, Peter Sadowski, John Salvatier, Fran├žois Savard, Jan Schl├╝ter, John Schulman, Gabriel Schwartz, Iulian Vlad Serban, Dmitriy Serdyuk, Samira Shabanian, ├ëtienne Simon, Sigurd Spieckermann, S. Ramana Subramanyam, Jakub Sygnowski, J├ęr├ęmie Tanguay, Gijs van Tulder, Joseph 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

* 19 pages, 5 figures 

  Access Paper or Ask Questions

End-to-End Attention-based Large Vocabulary Speech Recognition


Mar 14, 2016
Dzmitry Bahdanau, Jan Chorowski, Dmitriy Serdyuk, Philemon Brakel, Yoshua Bengio


  Access Paper or Ask Questions

Task Loss Estimation for Sequence Prediction


Jan 19, 2016
Dzmitry Bahdanau, Dmitriy Serdyuk, Phil├ęmon Brakel, Nan Rosemary Ke, Jan Chorowski, Aaron Courville, Yoshua Bengio

* Submitted to ICLR 2016 

  Access Paper or Ask Questions

Attention-Based Models for Speech Recognition


Jun 24, 2015
Jan Chorowski, Dzmitry Bahdanau, Dmitriy Serdyuk, Kyunghyun Cho, Yoshua Bengio


  Access Paper or Ask Questions

Blocks and Fuel: Frameworks for deep learning


Jun 01, 2015
Bart van Merri├źnboer, Dzmitry Bahdanau, Vincent Dumoulin, Dmitriy Serdyuk, David Warde-Farley, Jan Chorowski, Yoshua Bengio


  Access Paper or Ask Questions

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


Dec 04, 2014
Jan Chorowski, Dzmitry Bahdanau, Kyunghyun Cho, Yoshua Bengio

* As accepted to: Deep Learning and Representation Learning Workshop, NIPS 2014 

  Access Paper or Ask Questions