Zobrazeno 1 - 10
of 2 022
pro vyhledávání: '"P. Kaden"'
Recent progress in imitation learning from human demonstrations has shown promising results in teaching robots manipulation skills. To further scale up training datasets, recent works start to use portable data collection devices without the need for
Externí odkaz:
http://arxiv.org/abs/2410.08464
Reinforcement Learning from Human Feedback (RLHF) and derivative techniques like Direct Preference Optimization (DPO) are task-alignment algorithms used to repurpose general, foundational models for specific tasks. We show that applying task-alignmen
Externí odkaz:
http://arxiv.org/abs/2409.17673
The electrocardiogram (ECG) is a ubiquitous diagnostic test. Conventional task-specific ECG analysis models require large numbers of expensive ECG annotations or associated labels to train. Transfer learning techniques have been shown to improve gene
Externí odkaz:
http://arxiv.org/abs/2408.05178
Autor:
Smith, Brenden, Baker, Dallin, Chase, Clayton, Barney, Myles, Parker, Kaden, Allred, Makenna, Hu, Peter, Evans, Alex, Fulda, Nancy
Large Language Models (LLMs) have an unrivaled and invaluable ability to "align" their output to a diverse range of human preferences, by mirroring them in the text they generate. The internal characteristics of such models, however, remain largely o
Externí odkaz:
http://arxiv.org/abs/2407.03621
A widely tested approach to overcoming the diffraction limit in microscopy without disturbing the sample relies on substituting widefield sample illumination with a structured light beam. This gives rise to confocal, image-scanning and structured-ill
Externí odkaz:
http://arxiv.org/abs/2405.20979
Quantum systems with SU($N$) symmetry are paradigmatic settings for quantum many-body physics. They have been studied for the insights they provide into complex materials and their ability to stabilize exotic ground states. Ultracold alkaline-earth a
Externí odkaz:
http://arxiv.org/abs/2404.15957
Autor:
Zhang, Zewen, Paredes, Roger, Sundar, Bhuvanesh, Quiroga, David, Kyrillidis, Anastasios, Duenas-Osorio, Leonardo, Pagano, Guido, Hazzard, Kaden R. A.
The SAT problem is a prototypical NP-complete problem of fundamental importance in computational complexity theory with many applications in science and engineering; as such, it has long served as an essential benchmark for classical and quantum algo
Externí odkaz:
http://arxiv.org/abs/2402.02585
Ultracold molecules confined in optical lattices or tweezer traps can be used to process quantum information and simulate the behaviour of many-body quantum systems. Molecules offer several advantages for these applications. They have a large set of
Externí odkaz:
http://arxiv.org/abs/2401.05086
Autor:
Kim, Dasom, Dasgupta, Sohail, Ma, Xiaoxuan, Park, Joong-Mok, Wei, Hao-Tian, Luo, Liang, Doumani, Jacques, Li, Xinwei, Yang, Wanting, Cheng, Di, Kim, Richard H. J., Everitt, Henry O., Kimura, Shojiro, Nojiri, Hiroyuki, Wang, Jigang, Cao, Shixun, Bamba, Motoaki, Hazzard, Kaden R. A., Kono, Junichiro
Two-level atoms coupled with single-mode cavity photons are predicted to exhibit a quantum phase transition when the coupling strength exceeds a critical value, entering a phase in which atomic polarization and photonic field are finite even at zero
Externí odkaz:
http://arxiv.org/abs/2401.01873
Autor:
Schlömer, Henning, Grusdt, Fabian, Schollwöck, Ulrich, Hazzard, Kaden R. A., Bohrdt, Annabelle
The physics of doped Mott insulators is at the heart of strongly correlated materials and is believed to constitute an essential ingredient for high-temperature superconductivity. In systems with higher SU(N) spin symmetries, even richer magnetic gro
Externí odkaz:
http://arxiv.org/abs/2312.14137