Zobrazeno 1 - 10
of 2 947
pro vyhledávání: '"Malato, A"'
Autor:
Singh, Vishwanath Pratap, Malato, Federico, Hautamaki, Ville, Sahidullah, Md., Kinnunen, Tomi
Publikováno v:
Interspeech 2024
While automatic speech recognition (ASR) greatly benefits from data augmentation, the augmentation recipes themselves tend to be heuristic. In this paper, we address one of the heuristic approach associated with balancing the right amount of augmente
Externí odkaz:
http://arxiv.org/abs/2406.09999
Autor:
Malato, Federico, Hautamaki, Ville
Imitation learning enables autonomous agents to learn from human examples, without the need for a reward signal. Still, if the provided dataset does not encapsulate the task correctly, or when the task is too complex to be modeled, such agents fail t
Externí odkaz:
http://arxiv.org/abs/2406.04913
Behavioral cloning uses a dataset of demonstrations to learn a policy. To overcome computationally expensive training procedures and address the policy adaptation problem, we propose to use latent spaces of pre-trained foundation models to index a de
Externí odkaz:
http://arxiv.org/abs/2401.16398
Massive perturbations in asymptotic flat black holes leave a distinct signature in their late-time evolution `tail': an oscillatory behavior modulated by the Compton wavelength of the field, which can be associated with the so-called quasibound state
Externí odkaz:
http://arxiv.org/abs/2401.15156
Autor:
Navid Nouri, Bailey Hannon Gussler, Amy Stockwell, Tom Truong, Gyeong Jin Kang, Kristen C. Browder, Yann Malato, Abdoulaye Sene, Sherri Van Everen, Charles C. Wykoff, David Brown, Arthur Fu, James D. Palmer, Jose Ronaldo Lima de Carvalho, Ehsan Ullah, Ranya Al Rawi, Emily Y. Chew, Wadih M. Zein, Bin Guan, Mark I. McCarthy, Jeffrey W. Hofmann, Shawnta Y. Chaney, Heinrich Jasper, Brian L. Yaspan
Publikováno v:
npj Genomic Medicine, Vol 9, Iss 1, Pp 1-13 (2024)
Abstract Age-related macular degeneration (AMD), a complex neurodegenerative disease, is a leading cause of visual impairment worldwide with a strong genetic component. Genetic studies have identified several loci, but few causal genes with functiona
Externí odkaz:
https://doaj.org/article/ab0df09aee6145bab141375377878984
Behavioural cloning uses a dataset of demonstrations to learn a behavioural policy. To overcome various learning and policy adaptation problems, we propose to use latent space to index a demonstration dataset, instantly access similar relevant experi
Externí odkaz:
http://arxiv.org/abs/2306.09082
Autor:
Milani, Stephanie, Kanervisto, Anssi, Ramanauskas, Karolis, Schulhoff, Sander, Houghton, Brandon, Mohanty, Sharada, Galbraith, Byron, Chen, Ke, Song, Yan, Zhou, Tianze, Yu, Bingquan, Liu, He, Guan, Kai, Hu, Yujing, Lv, Tangjie, Malato, Federico, Leopold, Florian, Raut, Amogh, Hautamäki, Ville, Melnik, Andrew, Ishida, Shu, Henriques, João F., Klassert, Robert, Laurito, Walter, Novoseller, Ellen, Goecks, Vinicius G., Waytowich, Nicholas, Watkins, David, Miller, Josh, Shah, Rohin
To facilitate research in the direction of fine-tuning foundation models from human feedback, we held the MineRL BASALT Competition on Fine-Tuning from Human Feedback at NeurIPS 2022. The BASALT challenge asks teams to compete to develop algorithms t
Externí odkaz:
http://arxiv.org/abs/2303.13512
Our aim is to build autonomous agents that can solve tasks in environments like Minecraft. To do so, we used an imitation learning-based approach. We formulate our control problem as a search problem over a dataset of experts' demonstrations, where t
Externí odkaz:
http://arxiv.org/abs/2212.13326
Autor:
Nuno Sepúlveda, João Malato, João Carlos Winck, António Vaz Carneiro, Joan Serra Hoffman, Jaime Branco
Publikováno v:
Acta Médica Portuguesa (2024)
N/A
Externí odkaz:
https://doaj.org/article/52f62ad2712148cc844df9311769bbcd
Autor:
Dolado, Jaime, Malato, Fernanda, Segura-Ruiz, Jaime, Taeño, María, Snigireva, Irina, Hidalgo, Pedro, Méndez, Bianchi, Martínez-Criado, Gema
Wide bandgap semiconductor heterostructures based on nanowires have attracted great interest as one of the nanoscale building blocks for the development of novel optoelectronic devices. Owing to the critical role of heterogeneities and structural imp
Externí odkaz:
http://arxiv.org/abs/2206.09730