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2020 – today
- 2024
[i8]Klaudia Balazy, Mohammadreza Banaei, Karl Aberer, Jacek Tabor:
LoRA-XS: Low-Rank Adaptation with Extremely Small Number of Parameters. CoRR abs/2405.17604 (2024)- 2023
- [j1]Bartosz Wójcik
, Marcin Przewiezlikowski, Filip Szatkowski, Maciej Wolczyk, Klaudia Balazy, Bartlomiej Krzepkowski, Igor T. Podolak, Jacek Tabor, Marek Smieja, Tomasz Trzcinski:
Zero time waste in pre-trained early exit neural networks. Neural Networks 168: 580-601 (2023) - [c6]Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer:
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models. EACL (Findings) 2023: 1743-1760 - [c5]Piotr Gainski, Klaudia Balazy:
Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks. EACL 2023: 2030-2040 - [c4]Klaudia Balazy, Lukasz Struski, Marek Smieja, Jacek Tabor:
r-softmax: Generalized Softmax with Controllable Sparsity Rate. ICCS (2) 2023: 137-145 - [i7]Mohammadreza Banaei, Klaudia Balazy, Artur Kasymov, Rémi Lebret, Jacek Tabor, Karl Aberer:
Revisiting Offline Compression: Going Beyond Factorization-based Methods for Transformer Language Models. CoRR abs/2302.04045 (2023) - [i6]Piotr Gainski, Klaudia Balazy:
Step by Step Loss Goes Very Far: Multi-Step Quantization for Adversarial Text Attacks. CoRR abs/2302.05120 (2023) - [i5]Klaudia Balazy, Lukasz Struski, Marek Smieja, Jacek Tabor:
r-softmax: Generalized Softmax with Controllable Sparsity Rate. CoRR abs/2304.05243 (2023) - [i4]Mikolaj Piórczynski, Filip Szatkowski, Klaudia Balazy, Bartosz Wójcik:
Exploiting Transformer Activation Sparsity with Dynamic Inference. CoRR abs/2310.04361 (2023) - 2021
- [c3]Maciej Wolczyk, Bartosz Wójcik, Klaudia Balazy, Igor T. Podolak, Jacek Tabor, Marek Smieja, Tomasz Trzcinski:
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks. NeurIPS 2021: 2516-2528 - [c2]Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer:
Direction is what you need: Improving Word Embedding Compression in Large Language Models. RepL4NLP@ACL-IJCNLP 2021: 322-330 - [i3]Maciej Wolczyk, Bartosz Wójcik, Klaudia Balazy, Igor T. Podolak, Jacek Tabor, Marek Smieja, Tomasz Trzcinski:
Zero Time Waste: Recycling Predictions in Early Exit Neural Networks. CoRR abs/2106.05409 (2021) - [i2]Klaudia Balazy, Mohammadreza Banaei, Rémi Lebret, Jacek Tabor, Karl Aberer:
Direction is what you need: Improving Word Embedding Compression in Large Language Models. CoRR abs/2106.08181 (2021) - 2020
- [c1]Bartosz Wójcik, Maciej Wolczyk, Klaudia Balazy, Jacek Tabor:
Finding the Optimal Network Depth in Classification Tasks. ECML/PKDD (3) 2020: 263-278 - [i1]Bartosz Wójcik, Maciej Wolczyk, Klaudia Balazy, Jacek Tabor:
Finding the Optimal Network Depth in Classification Tasks. CoRR abs/2004.08172 (2020)
Coauthor Index
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