Stanislaw Wozniak
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
17
Venues
12
Active years
2016–2025
Best venue rank
A*
Where they publish
Papers
17 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ICLR | Mind the GAP: Glimpse-based Active Perception improves generalization and sample efficiency of visual reasoning. | Oleh Kolner, Thomas Ortner, Stanislaw Wozniak, Angeliki Pantazi |
| 2025 | ISCAS | Live Demonstration: Improving efficiency of speech recognition with neuro-inspired units on AIU Spyre. | Yannick Schnider, Thomas Ortner, Stanislaw Wozniak, Alberto Mannari, Angeliki Pantazi |
| 2025 | WWW | Improving LLM-Based Recommender Systems with User-Controllable Profiles. | Stanislaw Wozniak, Jacek Duszenko, Jan Kocon, Przemyslaw Kazienko |
| 2024 | ICDM | Personalized Large Language Models. | Stanislaw Wozniak, Bartlomiej Koptyra, Arkadiusz Janz, Przemyslaw Kazienko, Jan Kocon |
| 2023 | CVPR | Neuromorphic Optical Flow and Real-time Implementation with Event Cameras. | Yannick Schnider, Stanislaw Wozniak, Mathias Gehrig, Jules Lecomte, Axel von Arnim, Luca Benini, Davide Scaramuzza, Angeliki Pantazi |
| 2023 | EMNLP | RWKV: Reinventing RNNs for the Transformer Era. | 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 | ICDM | Towards Model-Based Data Acquisition for Subjective Multi-Task NLP Problems. | Kamil Kanclerz, Julita Bielaniewicz, Marcin Gruza, Jan Kocon, Stanislaw Wozniak, Przemyslaw Kazienko |
| 2023 | ICDM | From Big to Small Without Losing It All: Text Augmentation with ChatGPT for Efficient Sentiment Analysis. | Stanislaw Wozniak, Jan Kocon |
| 2023 | ISCAS | Architectures and Circuits for Analog-memory-based Hardware Accelerators for Deep Neural Networks (Invited). | 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 |
| 2022 | ICASSP | Speech Recognition Using Biologically-Inspired Neural Networks. | Thomas Bohnstingl, Ayush Garg, Stanislaw Wozniak, George Saon, Evangelos Eleftheriou, Angeliki Pantazi |
| 2022 | ICCCI | Multi-model Analysis of Language-Agnostic Sentiment Classification on MultiEmo Data. | Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon |
| 2022 | ICCS | MultiEmo: Language-Agnostic Sentiment Analysis. | Piotr Milkowski, Marcin Gruza, Przemyslaw Kazienko, Joanna Szolomicka, Stanislaw Wozniak, Jan Kocon |
| 2022 | ICIP | Approximating Relu Networks by Single-Spike Computation. | Ana Stanojevic, Evangelos Eleftheriou, Giovanni Cherubini, Stanislaw Wozniak, Angeliki Pantazi, Wulfram Gerstner |
| 2018 | IJCNN | Online Feature Learning from a non-i.i.d. Stream in a Neuromorphic System with Synaptic Competition. | Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou |
| 2017 | ICANN | Unsupervised Learning Using Phase-Change Synapses and Complementary Patterns. | Severin Sidler, Angeliki Pantazi, Stanislaw Wozniak, Yusuf Leblebici, Evangelos Eleftheriou |
| 2017 | IJCNN | Neuromorphic system with phase-change synapses for pattern learning and feature extraction. | Stanislaw Wozniak, Angeliki Pantazi, Yusuf Leblebici, Evangelos Eleftheriou |
| 2016 | ISCAS | Learning spatio-temporal patterns in the presence of input noise using phase-change memristors. | Stanislaw Wozniak, Tomas Tuma, Angeliki Pantazi, Evangelos Eleftheriou |