Stanislaw Wozniak

51 papers A* 1B 4C 3Misc 1Journal 31Unranked 11
YearRankTypeTitle / Venue / Authors
2025 J jnl
FlowState: Sampling Rate Invariant Time Series Forecasting.
CoRR
Lars Graf, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi
2025 — conf
Improving LLM-Based Recommender Systems with User-Controllable Profiles.
WWW (Companion Volume)
Stanislaw Wozniak, Jacek Duszenko, Jan Kocon, Przemyslaw Kazienko
2025 C conf
Live Demonstration: Improving efficiency of speech recognition with neuro-inspired units on AIU Spyre.
ISCAS
Yannick Schnider, Thomas Ortner, Stanislaw Wozniak, Alberto Mannari, Angeliki Pantazi
2025 A* conf
Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning.
ICLR
Oleh Kolner, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi
2025 J jnl
PLLuM: A Family of Polish Large Language Models.
CoRR
Jan Kocon, Maciej Piasecki, Arkadiusz Janz, Teddy Ferdinan, Lukasz Radlinski, Bartlomiej Koptyra, Marcin Oleksy, Stanislaw Wozniak, Pawel Walkowiak, Konrad Wojtasik, Julia Moska, Tomasz Naskret, Bartosz Walkowiak, Mateusz Gniewkowski, Kamil Szyc, Dawid Motyka, Dawid Banach, Jonatan Dalasinski, Ewa Rudnicka, Bartlomiej Alberski, Tomasz Walkowiak, Aleksander Szczesny, Maciej Markiewicz, Tomasz Bernas, Hubert Mazur, Kamil Zyta, Mateusz Tykierko, Grzegorz Chodak, Tomasz Kajdanowicz, Przemyslaw Kazienko, Agnieszka Karlinska, Karolina Seweryn, Anna Kolos, Maciej Chrabaszcz, Katarzyna Lorenc, Aleksandra Krasnodebska, Artur Wilczek, Katarzyna Dziewulska, Paula Betscher, Zofia Cieslinska, Katarzyna Kowol, Daria Mikos, Maciej Trzcinski, Dawid Krutul, Marek Kozlowski, Slawomir Dadas, Rafal Poswiata, Michal Perelkiewicz, Malgorzata Grebowiec, Maciej Kazula, Marcin Bialas, Roman Roszko, Danuta Roszko, Jurgita Vaicenoniene, Andrius Utka, Pawel Levchuk, Pawel Kowalski, Irena Prawdzic-Jankowska, Maciej Ogrodniczuk, Monika Borys, Anna Bulinska, Wiktoria Gumienna, Witold Kieras, Dorota Komosinska, Katarzyna Krasnowska-Kieras, Lukasz Kobylinski, Martyna Lewandowska, Marek Lazinski, Mikolaj Latkowski, Dawid Mastalerz, Beata Milewicz, Agnieszka Anna Mykowiecka, Angelika Peljak-Lapinska, Sandra Penno, Zuzanna Przybysz, Michal Rudolf, Piotr Rybak, Karolina Saputa, Aleksandra Tomaszewska, Aleksander Wawer, Marcin Wolinski, Joanna Woloszyn, Alina Wróblewska, Bartosz Zuk, Filip Zarnecki, Konrad Kaczynski, Anna Cichosz, Zuzanna Deckert, Monika Garnys, Izabela Grabarczyk, Wojciech Janowski, Sylwia Karasinska, Aleksandra Kujawiak, Piotr Misztela, Maria Szymanska, Karolina Walkusz, Igor Siek, Jakub Kwiatkowski, Piotr Pezik
2025 J jnl
The PLLuM Instruction Corpus.
CoRR
Piotr Pezik, Filip Zarnecki, Konrad Kaczynski, Anna Cichosz, Zuzanna Deckert, Monika Garnys, Izabela Grabarczyk, Wojciech Janowski, Sylwia Karasinska, Aleksandra Kujawiak, Piotr Misztela, Maria Szymanska, Karolina Walkusz, Igor Siek, Maciej Chrabaszcz, Anna Kolos, Agnieszka Karlinska, Karolina Seweryn, Aleksandra Krasnodebska, Paula Betscher, Zofia Cieslinska, Katarzyna Kowol, Artur Wilczek, Maciej Trzcinski, Katarzyna Dziewulska, Roman Roszko, Tomasz Bernas, Jurgita Vaicenoniene, Danuta Roszko, Pawel Levchuk, Pawel Kowalski, Irena Prawdzic-Jankowska, Marek Kozlowski, Slawomir Dadas, Rafal Poswiata, Alina Wróblewska, Katarzyna Krasnowska-Kieras, Maciej Ogrodniczuk, Michal Rudolf, Piotr Rybak, Karolina Saputa, Joanna Woloszyn, Marcin Oleksy, Bartlomiej Koptyra, Teddy Ferdinan, Stanislaw Wozniak, Maciej Piasecki, Pawel Walkowiak, Konrad Wojtasik, Arkadiusz Janz, Przemyslaw Kazienko, Julia Moska, Jan Kocon
2024 J jnl
Corrigendum to 'An exact mapping from ReLU networks to spiking neural networks' [Neural Networks Volume 168 (2023) Pages 74-88].
Neural Networks
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2024 J jnl
Dynamic event-based optical identification and communication.
Frontiers Neurorobotics
Axel von Arnim, Jules Lecomte, Naima Elosegui Borras, Stanislaw Wozniak, Angeliki Pantazi
2024 J jnl
Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence.
CoRR
Bo Peng, Daniel Goldstein, Quentin Anthony, Alon Albalak, Eric Alcaide, Stella Biderman, Eugene Cheah, Xingjian Du, Teddy Ferdinan, Haowen Hou, Przemyslaw Kazienko, Kranthi Kiran GV, Jan Kocon, Bartlomiej Koptyra, Satyapriya Krishna, Ronald McClelland Jr., Niklas Muennighoff, Fares Obeid, Atsushi Saito, Guangyu Song, Haoqin Tu, Stanislaw Wozniak, Ruichong Zhang, Bingchen Zhao, Qihang Zhao, Peng Zhou, Jian Zhu, Rui-Jie Zhu
2024 J jnl
Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning.
CoRR
Oleh Kolner, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi
2024 — conf
Personalized Large Language Models.
ICDM (Workshops)
Stanislaw Wozniak, Bartlomiej Koptyra, Arkadiusz Janz, Przemyslaw Kazienko, Jan Kocon
2024 J jnl
Personalized Large Language Models.
CoRR
Stanislaw Wozniak, Bartlomiej Koptyra, Arkadiusz Janz, Przemyslaw Kazienko, Jan Kocon
2023 J jnl
A Heterogeneous and Programmable Compute-In-Memory Accelerator Architecture for Analog-AI Using Dense 2-D Mesh.
IEEE Trans. Very Large Scale Integr. Syst.
Shubham Jain, Hsinyu Tsai, Ching-Tzu Chen, Ramachandran Muralidhar, Irem Boybat, Martin M. Frank, Stanislaw Wozniak, Milos Stanisavljevic, Praneet Adusumilli, Pritish Narayanan, Kohji Hosokawa, Masatoshi Ishii, Arvind Kumar, Vijay Narayanan, Geoffrey W. Burr
2023 J jnl
An exact mapping from ReLU networks to spiking neural networks.
Neural Networks
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023 C conf
Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited).
ISCAS
Hsinyu Tsai, Pritish Narayanan, Shubham Jain, Stefano Ambrogio, Kohji Hosokawa, Masatoshi Ishii, Charles Mackin, Ching-Tzu Chen, Atsuya Okazaki, Akiyo Nomura, Irem Boybat, Ramachandran Muralidhar, Martin M. Frank, Takeo Yasuda, Alexander M. Friz, Yasuteru Kohda, An Chen, Andrea Fasoli, Malte J. Rasch, Stanislaw Wozniak, Jose Luquin, Vijay Narayanan, Geoffrey W. Burr
2023 J jnl
Are training trajectories of deep single-spike and deep ReLU network equivalent?
CoRR
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2023 — conf
Capturing Human Perspectives in NLP: Questionnaires, Annotations, and Biases.
NLPerspectives@ECAI
Wiktoria Mieleszczenko-Kowszewicz, Kamil Kanclerz, Julita Bielaniewicz, Marcin Oleksy, Marcin Gruza, Stanislaw Wozniak, Ewa Dzieciol, Przemyslaw Kazienko, Jan Kocon
2023 J jnl
ChatGPT: Jack of all trades, master of none.
CoRR
Jan Kocon, Igor Cichecki, Oliwier Kaszyca, Mateusz Kochanek, Dominika Szydlo, Joanna Baran, Julita Bielaniewicz, Marcin Gruza, Arkadiusz Janz, Kamil Kanclerz, Anna Kocon, Bartlomiej Koptyra, Wiktoria Mieleszczenko-Kowszewicz, Piotr Milkowski, Marcin Oleksy, Maciej Piasecki, Lukasz Radlinski, Konrad Wojtasik, Stanislaw Wozniak, Przemyslaw Kazienko
2023 J jnl
ChatGPT: Jack of all trades, master of none.
Inf. Fusion
Jan Kocon, Igor Cichecki, Oliwier Kaszyca, Mateusz Kochanek, Dominika Szydlo, Joanna Baran, Julita Bielaniewicz, Marcin Gruza, Arkadiusz Janz, Kamil Kanclerz, Anna Kocon, Bartlomiej Koptyra, Wiktoria Mieleszczenko-Kowszewicz, Piotr Milkowski, Marcin Oleksy, Maciej Piasecki, Lukasz Radlinski, Konrad Wojtasik, Stanislaw Wozniak, Przemyslaw Kazienko
2023 J jnl
Design of Time-Encoded Spiking Neural Networks in 7-nm CMOS Technology.
IEEE Trans. Circuits Syst. II Express Briefs
Sandro Widmer, Marcel A. Kossel, Giovanni Cherubini, Stanislaw Wozniak, Pier Andrea Francese, Ana Stanojevic, Matthias Brändli, Klaus Frick, Angeliki Pantazi
2023 J jnl
Dynamic Event-based Optical Identification and Communication.
CoRR
Axel von Arnim, Jules Lecomte, Stanislaw Wozniak, Naima Elosegui Borras, Angeliki Pantazi
2023 — conf
From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis.
ICDM (Workshops)
Stanislaw Wozniak, Jan Kocon
2023 J jnl
From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis.
CoRR
Stanislaw Wozniak, Jan Kocon
2023 — conf
Impact of Phase-Change Memory Drift on Energy Efficiency and Accuracy of Analog Compute-in-Memory Deep Learning Inference (Invited).
IRPS
Martin M. Frank, Ning Li, Malte J. Rasch, Shubham Jain, Ching-Tzu Chen, Ramachandran Muralidhar, Jin-Ping Han, Vijay Narayanan, Timothy Philip, Kevin Brew, Andrew Simon, Iqbal Saraf, Nicole Saulnier, Irem Boybat, Stanislaw Wozniak, Abu Sebastian, Pritish Narayanan, Charles Mackin, An Chen, Hsinyu Tsai, Geoffrey W. Burr
2023 — conf
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras.
CVPR Workshops
Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi
2023 J jnl
Neuromorphic Optical Flow and Real-time Implementation with Event Cameras.
CoRR
Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi
2023 J jnl
Online Spatio-Temporal Learning in Deep Neural Networks.
IEEE Trans. Neural Networks Learn. Syst.
Thomas Bohnstingl, Stanislaw Wozniak, Angeliki Pantazi, Evangelos Eleftheriou
2023 — conf
RWKV: Reinventing RNNs for the Transformer Era.
EMNLP (Findings)
Bo Peng, Eric Alcaide, Quentin Anthony, Alon Albalak, Samuel Arcadinho, Stella Biderman, Huanqi Cao, Xin Cheng, Michael Chung, Leon Derczynski, Xingjian Du, Matteo Grella, Kranthi Kiran GV, Xuzheng He, Haowen Hou, Przemyslaw Kazienko, Jan Kocon, Jiaming Kong, Bartlomiej Koptyra, Hayden Lau, Jiaju Lin, Krishna Sri Ipsit Mantri, Ferdinand Mom, Atsushi Saito, Guangyu Song, Xiangru Tang, Johan S. Wind, Stanislaw Wozniak, Zhenyuan Zhang, Qinghua Zhou, Jian Zhu, Rui-Jie Zhu
2023 J jnl
RWKV: Reinventing RNNs for the Transformer Era.
CoRR
Bo Peng, Eric Alcaide, Quentin Anthony, Alon Albalak, Samuel Arcadinho, Huanqi Cao, Xin Cheng, Michael Chung, Matteo Grella, Kranthi Kiran G. V., Xuzheng He, Haowen Hou, Przemyslaw Kazienko, Jan Kocon, Jiaming Kong, Bartlomiej Koptyra, Hayden Lau, Krishna Sri Ipsit Mantri, Ferdinand Mom, Atsushi Saito, Xiangru Tang, Bolun Wang, Johan S. Wind, Stanislaw Wozniak, Ruichong Zhang, Zhenyuan Zhang, Qihang Zhao, Peng Zhou, Jian Zhu, Rui-Jie Zhu
2023 J jnl
Time-encoded multiplication-free spiking neural networks: application to data classification tasks.
Neural Comput. Appl.
Ana Stanojevic, Giovanni Cherubini, Stanislaw Wozniak, Evangelos Eleftheriou
2023 — conf
Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems.
ICDM (Workshops)
Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocon, Stanislaw Wozniak, Przemyslaw Kazienko
2023 J jnl
Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems.
CoRR
Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocon, Stanislaw Wozniak, Przemyslaw Kazienko
2022 J jnl
An Exact Mapping From ReLU Networks to Spiking Neural Networks.
CoRR
Ana Stanojevic, Stanislaw Wozniak, Guillaume Bellec, Giovanni Cherubini, Angeliki Pantazi, Wulfram Gerstner
2022 B conf
Approximating Relu Networks by Single-Spike Computation.
ICIP
Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi, Wulfram Gerstner
2022 B conf
Multi-model Analysis of Language-Agnostic Sentiment Classification on MultiEmo Data.
ICCCI
Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon
2022 — conf
MultiEmo: Language-Agnostic Sentiment Analysis.
ICCS (1)
Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon
2022 J jnl
On the visual analytic intelligence of neural networks.
CoRR
Stanislaw Wozniak, Hlynur Jónsson, Giovanni Cherubini, Angeliki Pantazi, Evangelos Eleftheriou
2022 Misc conf
Speech Recognition Using Biologically-Inspired Neural Networks.
ICASSP
Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi
2021 J jnl
Biologically Inspired Dynamics Enhance Deep Learning.
ERCIM News
Stanislaw Wozniak, Thomas Bohnstingl, Angeliki Pantazi
2021 J jnl
Learning in Deep Neural Networks Using a Biologically Inspired Optimizer.
CoRR
Giorgia Dellaferrera, Stanislaw Wozniak, Giacomo Indiveri, Angeliki Pantazi, Evangelos Eleftheriou
2021 J jnl
Towards efficient end-to-end speech recognition with biologically-inspired neural networks.
CoRR
Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi
2020 J jnl
Deep learning incorporating biologically inspired neural dynamics and in-memory computing.
Nat. Mach. Intell.
Stanislaw Wozniak, Angeliki Pantazi, Thomas Bohnstingl, Evangelos Eleftheriou
2020 J jnl
Online spatio-temporal learning in deep neural networks.
CoRR
Thomas Bohnstingl, Stanislaw Wozniak, Wolfgang Maass, Angeliki Pantazi, Evangelos Eleftheriou
2018 J jnl
Deep Networks Incorporating Spiking Neural Dynamics.
CoRR
Stanislaw Wozniak, Angeliki Pantazi, Evangelos Eleftheriou
2018 B conf
Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition.
IJCNN
Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou
2017 — conf
Feature Learning Using Synaptic Competition in a Dynamically-Sized Neuromorphic Architecture.
ICRC
Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou
2017 J jnl
Neuromorphic Architecture With 1M Memristive Synapses for Detection of Weakly Correlated Inputs.
IEEE Trans. Circuits Syst. II Express Briefs
Stanislaw Wozniak, Angeliki Pantazi, Severin Sidler, Nikolaos Papandreou, Yusuf Leblebici, Evangelos Eleftheriou
2017 B conf
Neuromorphic system with phase-change synapses for pattern learning and feature extraction.
IJCNN
Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou
2017 — conf
Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns.
ICANN (1)
Severin Sidler, Angeliki Pantazi, Stanislaw Wozniak, Yusuf Leblebici, Evangelos Eleftheriou
2016 C conf
Learning spatio-temporal patterns in the presence of input noise using phase-change memristors.
ISCAS
Stanislaw Wozniak, Tomas Tuma, Angeliki Pantazi, Evangelos Eleftheriou
2016 J jnl
Review of advances in neural networks: Neural design technology stack.
Neurocomputing
Adela-Diana Almasi, Stanislaw Wozniak, Valentin Cristea, Yusuf Leblebici, Ton Engbersen