Zobrazeno 1 - 10
of 51 711
pro vyhledávání: '"P Vivek"'
We present Chunked Augmented Generation (CAG), an architecture specifically designed to overcome the context window limitations of Google Chrome's built-in Gemini Nano model. While Chrome's integration of Gemini Nano represents a significant advancem
Externí odkaz:
http://arxiv.org/abs/2412.18708
Nonlinear mathematical models introduce the relation between various physical and biological interactions present in nature. One of the most famous models is the Lotka-Volterra model which defined the interaction between predator and prey species pre
Externí odkaz:
http://arxiv.org/abs/2412.18344
Autor:
Zhao, Mingjun, Dickstein, Leah, Nadig, Akshay S., Zhou, Wenjun, Aparanji, Santosh, Estrada, Hector Garcia, Liu, Shing-Jiuan, Zhou, Ting, Yang, Weijian, Lord, Aaron, Srinivasan, Vivek J.
It has been shown that light speckle fluctuations provide a means for noninvasive measurements of cerebral blood flow index (CBFi). While conventional Diffuse Correlation Spectroscopy (DCS) provides marginal brain sensitivity for CBFi in adult humans
Externí odkaz:
http://arxiv.org/abs/2412.17724
Recent direct preference alignment algorithms (DPA), such as DPO, have shown great promise in aligning large language models to human preferences. While this has motivated the development of many new variants of the original DPO loss, understanding t
Externí odkaz:
http://arxiv.org/abs/2412.17696
Gastrointestinal (GI) bleeding, a critical indicator of digestive system disorders, re quires efficient and accurate detection methods. This paper presents our solution to the Auto-WCEBleedGen Version V1 Challenge, where we achieved the consolation p
Externí odkaz:
http://arxiv.org/abs/2412.16624
Current image generation methods, such as latent diffusion and discrete token-based generation, depend on a two-stage training approach. In stage 1, an auto-encoder is trained to compress an image into a latent space; in stage 2, a generative model i
Externí odkaz:
http://arxiv.org/abs/2412.16326
We count holomorphic curves in complex 3-space with boundaries on three special Lagrangian solid tori. The count is valued in the HOMFLYPT skein module of the union of the tori. Using 1-parameter families of curves at infinity, we derive three skein
Externí odkaz:
http://arxiv.org/abs/2412.15454
Autor:
Bakr, Mustafa, Fasciati, Simone D., Cao, Shuxiang, Campanaro, Giulio, Wills, James, Alghadeer, Mohammed, Piscitelli, Michele, Shteynas, Boris, Chidambaram, Vivek, Leek, Peter J.
Hardware efficient methods for high fidelity quantum state measurements are crucial for superconducting qubit experiments, as qubit numbers grow and feedback and state reset begin to be employed for quantum error correction. We present a 3D re-entran
Externí odkaz:
http://arxiv.org/abs/2412.14853
We introduce a category of non-symmetric operads with distinguished curvature term, and determine the right adjoint to the functor forgetting the distinction. As a result we give a universal characterization of the procedure of "twisting by a Maurer-
Externí odkaz:
http://arxiv.org/abs/2412.14851
Autor:
Longpre, Shayne, Singh, Nikhil, Cherep, Manuel, Tiwary, Kushagra, Materzynska, Joanna, Brannon, William, Mahari, Robert, Dey, Manan, Hamdy, Mohammed, Saxena, Nayan, Anis, Ahmad Mustafa, Alghamdi, Emad A., Chien, Vu Minh, Obeng-Marnu, Naana, Yin, Da, Qian, Kun, Li, Yizhi, Liang, Minnie, Dinh, An, Mohanty, Shrestha, Mataciunas, Deividas, South, Tobin, Zhang, Jianguo, Lee, Ariel N., Lund, Campbell S., Klamm, Christopher, Sileo, Damien, Misra, Diganta, Shippole, Enrico, Klyman, Kevin, Miranda, Lester JV, Muennighoff, Niklas, Ye, Seonghyeon, Kim, Seungone, Gupta, Vipul, Sharma, Vivek, Zhou, Xuhui, Xiong, Caiming, Villa, Luis, Biderman, Stella, Pentland, Alex, Hooker, Sara, Kabbara, Jad
Progress in AI is driven largely by the scale and quality of training data. Despite this, there is a deficit of empirical analysis examining the attributes of well-established datasets beyond text. In this work we conduct the largest and first-of-its
Externí odkaz:
http://arxiv.org/abs/2412.17847