Jan Chorowski

Orcid: 0000-0002-1570-7610

Affiliations:
  • University of Wroclaw, Institute of Computer Science


According to our database1, Jan Chorowski authored at least 44 papers between 2011 and 2023.

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Bibliography

2023
Pathway: a fast and flexible unified stream data processing framework for analytical and Machine Learning applications.
CoRR, 2023

Efficient Transformers with Dynamic Token Pooling.
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.
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.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Representing point clouds with generative conditional invertible flow networks.
Pattern Recognit. Lett., 2021

Aligned Contrastive Predictive Coding.
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.
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.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Robust Training of Vector Quantized Bottleneck Models.
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

The "ScribbleLens" Dutch Historical Handwriting Corpus.
Proceedings of the 17th International Conference on Frontiers in Handwriting Recognition, 2020

2019
Unsupervised Speech Representation Learning Using WaveNet Autoencoders.
IEEE ACM Trans. Audio Speech Lang. Process., 2019

Conditional Invertible Flow for Point Cloud Generation.
CoRR, 2019

Lingvo: a Modular and Scalable Framework for Sequence-to-Sequence Modeling.
CoRR, 2019

Lattice Generation in Attention-Based Speech Recognition Models.
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.
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.
CoRR, 2018

Efficient Purely Convolutional Text Encoding.
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.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

State-of-the-Art Speech Recognition with Sequence-to-Sequence Models.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Sequence-to-Sequence Models Can Directly Transcribe Foreign Speech.
CoRR, 2017

On Multilingual Training of Neural Dependency Parsers.
Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

Multipoint Neighbor Embedding.
Proceedings of the Text, Speech, and Dialogue - 20th International Conference, 2017

Sequence-to-Sequence Models Can Directly Translate Foreign Speech.
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.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

Input Switched Affine Networks: An RNN Architecture Designed for Interpretability.
Proceedings of the 34th International Conference on Machine Learning, 2017

Regularizing Neural Networks by Penalizing Confident Output Distributions.
Proceedings of the 5th International Conference on Learning Representations, 2017

2016
Intelligible Language Modeling with Input Switched Affine Networks.
CoRR, 2016

Read, Tag, and Parse All at Once, or Fully-neural Dependency Parsing.
CoRR, 2016

Theano: A Python framework for fast computation of mathematical expressions.
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CoRR, 2016

End-to-end attention-based large vocabulary speech recognition.
Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

2015
Learning Understandable Neural Networks With Nonnegative Weight Constraints.
IEEE Trans. Neural Networks Learn. Syst., 2015

Blocks and Fuel: Frameworks for deep learning.
CoRR, 2015

Task Loss Estimation for Sequence Prediction.
CoRR, 2015

Attention-Based Models for Speech Recognition.
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.
Neurocomputing, 2014

End-to-end Continuous Speech Recognition using Attention-based Recurrent NN: First Results.
CoRR, 2014

Continuous Population-Based Incremental Learning with Mixture Probability Modeling for Dynamic Optimization Problems.
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.
Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012
Occluded Face Recognition Using Correntropy-Based Nonnegative Matrix Factorization.
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.
Proceedings of the 11th International Conference on Machine Learning and Applications, 2012

Correntropy-Based Document Clustering via Nonnegative Matrix Factorization.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Robust 3D Action Recognition with Random Occupancy Patterns.
Proceedings of the Computer Vision - ECCV 2012, 2012

2011
Extracting Rules From Neural Networks as Decision Diagrams.
IEEE Trans. Neural Networks, 2011

Top-Down Induction of Reduced Ordered Decision Diagrams from Neural Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011


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