Zobrazeno 1 - 10
of 25
pro vyhledávání: '"Wightman A."'
Autor:
Das, Sudeshna, Ge, Yao, Guo, Yuting, Rajwal, Swati, Hairston, JaMor, Powell, Jeanne, Walker, Drew, Peddireddy, Snigdha, Lakamana, Sahithi, Bozkurt, Selen, Reyna, Matthew, Sameni, Reza, Xiao, Yunyu, Kim, Sangmi, Chandler, Rasheeta, Hernandez, Natalie, Mowery, Danielle, Wightman, Rachel, Love, Jennifer, Spadaro, Anthony, Perrone, Jeanmarie, Sarker, Abeed
Retrieval augmented generation (RAG) provides the capability to constrain generative model outputs, and mitigate the possibility of hallucination, by providing relevant in-context text. The number of tokens a generative large language model (LLM) can
Externí odkaz:
http://arxiv.org/abs/2405.19519
Autor:
Cho, Joseph, Zakka, Cyril, Kaur, Dhamanpreet, Shad, Rohan, Wightman, Ross, Chaudhari, Akshay, Hiesinger, William
Diffusion models have recently gained significant traction due to their ability to generate high-fidelity and diverse images and videos conditioned on text prompts. In medicine, this application promises to address the critical challenge of data scar
Externí odkaz:
http://arxiv.org/abs/2405.09806
Realistic environments for prototyping, studying and improving analysis workflows are a crucial element on the way towards user-friendly physics analysis at HL-LHC scale. The IRIS-HEP Analysis Grand Challenge (AGC) provides such an environment. It de
Externí odkaz:
http://arxiv.org/abs/2401.02766
Autor:
Cherti, Mehdi, Beaumont, Romain, Wightman, Ross, Wortsman, Mitchell, Ilharco, Gabriel, Gordon, Cade, Schuhmann, Christoph, Schmidt, Ludwig, Jitsev, Jenia
Publikováno v:
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023, pp. 2818-2829
Scaling up neural networks has led to remarkable performance across a wide range of tasks. Moreover, performance often follows reliable scaling laws as a function of training set size, model size, and compute, which offers valuable guidance as large-
Externí odkaz:
http://arxiv.org/abs/2212.07143
Autor:
Schuhmann, Christoph, Beaumont, Romain, Vencu, Richard, Gordon, Cade, Wightman, Ross, Cherti, Mehdi, Coombes, Theo, Katta, Aarush, Mullis, Clayton, Wortsman, Mitchell, Schramowski, Patrick, Kundurthy, Srivatsa, Crowson, Katherine, Schmidt, Ludwig, Kaczmarczyk, Robert, Jitsev, Jenia
Groundbreaking language-vision architectures like CLIP and DALL-E proved the utility of training on large amounts of noisy image-text data, without relying on expensive accurate labels used in standard vision unimodal supervised learning. The resulti
Externí odkaz:
http://arxiv.org/abs/2210.08402
The influential Residual Networks designed by He et al. remain the gold-standard architecture in numerous scientific publications. They typically serve as the default architecture in studies, or as baselines when new architectures are proposed. Yet t
Externí odkaz:
http://arxiv.org/abs/2110.00476
Autor:
Matta, J. T., Rowe, A. J., Dion, M. P., Willis, M. J., Nicholson, A. D., Archer, D. E., Wightman, H. H.
A spectral decomposition method has been implemented to identify and quantify isotopic source terms in high-resolution gamma-ray spectroscopy in static geometry and shielding scenarios. Monte-Carlo simulations were used to build the response matrix o
Externí odkaz:
http://arxiv.org/abs/2107.12157
Autor:
Steiner, Andreas, Kolesnikov, Alexander, Zhai, Xiaohua, Wightman, Ross, Uszkoreit, Jakob, Beyer, Lucas
Publikováno v:
Transactions on Machine Learning Research (05/2022)
Vision Transformers (ViT) have been shown to attain highly competitive performance for a wide range of vision applications, such as image classification, object detection and semantic image segmentation. In comparison to convolutional neural networks
Externí odkaz:
http://arxiv.org/abs/2106.10270
Autor:
Goldouzian, Reza, Kim, Jeong Han, Lannon, Kevin, Martin, Adam, Mohrman, Kelci, Wightman, Andrew
Publikováno v:
JHEP 06 (2021) 151
In this paper, we explore the impact of extra radiation on predictions of $pp \to t\bar{t}X, X = h/W^{\pm}/Z$ processes within the dimension-6 SMEFT framework. While full next-to-leading order calculations are of course preferred, they are not always
Externí odkaz:
http://arxiv.org/abs/2012.06872
Autor:
Davani, Aida Mostafazadeh, Yeh, Leigh, Atari, Mohammad, Kennedy, Brendan, Portillo-Wightman, Gwenyth, Gonzalez, Elaine, Delong, Natalie, Bhatia, Rhea, Mirinjian, Arineh, Ren, Xiang, Dehghani, Morteza
Official reports of hate crimes in the US are under-reported relative to the actual number of such incidents. Further, despite statistical approximations, there are no official reports from a large number of US cities regarding incidents of hate. Her
Externí odkaz:
http://arxiv.org/abs/1909.02126