Klaudia Balazy

According to our database, Klaudia Balazy authored at least 9 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters.

Klaudia Balazy, Mohammadreza Banaei, Karl Aberer, Jacek Tabor

CoRR, 2024

2023

Zero time waste in pre-trained early exit neural networks.

Bartosz Wójcik, Marcin Przewiezlikowski, Filip Szatkowski, Maciej Wolczyk, Klaudia Balazy, Bartlomiej Krzepkowski, Igor T. Podolak, Jacek Tabor, Marek Smieja, Tomasz Trzcinski

Neural Networks, November, 2023

Exploiting Transformer Activation Sparsity with Dynamic Inference.

Mikolaj Piórczynski, Filip Szatkowski, Klaudia Balazy, Bartosz Wójcik

CoRR, 2023

r-softmax: Generalized Softmax with Controllable Sparsity Rate.

Klaudia Balazy, Lukasz Struski, Marek Smieja, Jacek Tabor

Proceedings of the Computational Science - ICCS 2023, 2023

Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks.

Piotr Gainski, Klaudia Balazy

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models.

Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer

Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

2021

Direction is what you need: Improving Word Embedding Compression in Large Language Models.

Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer

Proceedings of the 6th Workshop on Representation Learning for NLP, 2021

Zero Time Waste: Recycling Predictions in Early Exit Neural Networks.

Maciej Wolczyk, Bartosz Wójcik, Klaudia Balazy, Igor T. Podolak, Jacek Tabor, Marek Smieja, Tomasz Trzcinski

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

2020

Finding the Optimal Network Depth in Classification Tasks.

Bartosz Wójcik, Maciej Wolczyk, Klaudia Balazy, Jacek Tabor

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020