Zobrazeno 1 - 10
of 1 319
pro vyhledávání: '"Korzekwa, P."'
Autor:
Sreenivas, Sharath Turuvekere, Muralidharan, Saurav, Joshi, Raviraj, Chochowski, Marcin, Mahabaleshwarkar, Ameya Sunil, Shen, Gerald, Zeng, Jiaqi, Chen, Zijia, Suhara, Yoshi, Diao, Shizhe, Yu, Chenhan, Chen, Wei-Chun, Ross, Hayley, Olabiyi, Oluwatobi, Aithal, Ashwath, Kuchaiev, Oleksii, Korzekwa, Daniel, Molchanov, Pavlo, Patwary, Mostofa, Shoeybi, Mohammad, Kautz, Jan, Catanzaro, Bryan
We present a comprehensive report on compressing the Llama 3.1 8B and Mistral NeMo 12B models to 4B and 8B parameters, respectively, using pruning and distillation. We explore two distinct pruning strategies: (1) depth pruning and (2) joint hidden/at
Externí odkaz:
http://arxiv.org/abs/2408.11796
Quantum catalysis, the ability to enable previously impossible transformations by using auxiliary systems without degrading them, has emerged as a powerful tool in various resource theories. Although catalytically enabled state transformations have b
Externí odkaz:
http://arxiv.org/abs/2405.08914
Recently normalizing flows have been gaining traction in text-to-speech (TTS) and voice conversion (VC) due to their state-of-the-art (SOTA) performance. Normalizing flows are unsupervised generative models. In this paper, we introduce supervision to
Externí odkaz:
http://arxiv.org/abs/2312.16552
Autor:
Bilinski, Piotr, Merritt, Thomas, Ezzerg, Abdelhamid, Pokora, Kamil, Cygert, Sebastian, Yanagisawa, Kayoko, Barra-Chicote, Roberto, Korzekwa, Daniel
Publikováno v:
Interspeech 2022, 2958-2962
Creating realistic and natural-sounding synthetic speech remains a big challenge for voice identities unseen during training. As there is growing interest in synthesizing voices of new speakers, here we investigate the ability of normalizing flows in
Externí odkaz:
http://arxiv.org/abs/2312.14569
Autor:
Piotrak, Michał, Kopciuch, Marek, Fard, Arash Dezhang, Smolis, Magdalena, Pustelny, Szymon, Korzekwa, Kamil
Publikováno v:
Quantum 8, 1459 (2024)
In this paper we introduce and investigate the concept of a perfect quantum protractor, a pure quantum state $|\psi\rangle\in\mathcal{H}$ that generates three different orthogonal bases of $\mathcal{H}$ under rotations around each of the three perpen
Externí odkaz:
http://arxiv.org/abs/2310.13045
Autor:
Zhang, Guangyan, Merritt, Thomas, Ribeiro, Manuel Sam, Tura-Vecino, Biel, Yanagisawa, Kayoko, Pokora, Kamil, Ezzerg, Abdelhamid, Cygert, Sebastian, Abbas, Ammar, Bilinski, Piotr, Barra-Chicote, Roberto, Korzekwa, Daniel, Lorenzo-Trueba, Jaime
Neural text-to-speech systems are often optimized on L1/L2 losses, which make strong assumptions about the distributions of the target data space. Aiming to improve those assumptions, Normalizing Flows and Diffusion Probabilistic Models were recently
Externí odkaz:
http://arxiv.org/abs/2307.16679
Publikováno v:
Quantum 8, 1549 (2024)
We present a classical algorithm for simulating universal quantum circuits composed of "free" nearest-neighbour matchgates or equivalently fermionic-linear-optical (FLO) gates, and "resourceful" non-Gaussian gates. We achieve the promotion of the eff
Externí odkaz:
http://arxiv.org/abs/2307.12702
Autor:
Shahbeigi, Fereshte, Chubb, Christopher T., Kukulski, Ryszard, Pawela, Łukasz, Korzekwa, Kamil
Publikováno v:
Quantum 8, 1404 (2024)
The classical embeddability problem asks whether a given stochastic matrix $T$, describing transition probabilities of a $d$-level system, can arise from the underlying homogeneous continuous-time Markov process. Here, we investigate the quantum vers
Externí odkaz:
http://arxiv.org/abs/2305.17163
Publikováno v:
Quantum 8, 1222 (2024)
In this paper we aim to push the analogy between thermodynamics and quantum resource theories one step further. Previous inspirations were based predominantly on thermodynamic considerations concerning scenarios with a single heat bath, neglecting an
Externí odkaz:
http://arxiv.org/abs/2304.09559
Publikováno v:
PRX Quantum 4, 040304 (2023)
We develop a resource-theoretic framework that allows one to bridge the gap between two approaches to quantum thermodynamics based on Markovian thermal processes (which model memoryless dynamics) and thermal operations (which model arbitrarily non-Ma
Externí odkaz:
http://arxiv.org/abs/2303.12840