Zobrazeno 1 - 10
of 25 129
pro vyhledávání: '"Elad, A."'
Explainable AI (XAI) methods typically focus on identifying essential input features or more abstract concepts for tasks like image or text classification. However, for algorithmic tasks like combinatorial optimization, these concepts may depend not
Externí odkaz:
http://arxiv.org/abs/2412.11205
Autor:
Nacson, Mor Shpigel, Aberdam, Aviad, Ganz, Roy, Avraham, Elad Ben, Golts, Alona, Kittenplon, Yair, Mazor, Shai, Litman, Ron
Vision-Language Models (VLMs) excel in diverse visual tasks but face challenges in document understanding, which requires fine-grained text processing. While typical visual tasks perform well with low-resolution inputs, reading-intensive applications
Externí odkaz:
http://arxiv.org/abs/2412.08746
Autor:
Paran, Elad
We construct an example of a division ring $D$ and a maximal left ideal $M$ in the polynomial ring $D[x,y]$ in two central variables over $D$, such that the intersection $M \cap D[x]$ is not a maximal left ideal in $D[x]$. This resolves a ring-theore
Externí odkaz:
http://arxiv.org/abs/2412.06230
Autor:
Gao, Mingye, Varshney, Aman, Chen, Shan, Goddla, Vikram, Gallifant, Jack, Doyle, Patrick, Novack, Claire, Dillon-Martin, Maeve, Perkins, Teresia, Correia, Xinrong, Duhaime, Erik, Isenstein, Howard, Sharon, Elad, Lehmann, Lisa Soleymani, Kozono, David, Anthony, Brian, Dligach, Dmitriy, Bitterman, Danielle S.
Cancer clinical trials often face challenges in recruitment and engagement due to a lack of participant-facing informational and educational resources. This study investigated the potential of Large Language Models (LLMs), specifically GPT4, in gener
Externí odkaz:
http://arxiv.org/abs/2412.01955
We introduce XTRA, a vision model pre-trained with a novel auto-regressive objective that significantly enhances both sample and parameter efficiency compared to previous auto-regressive image models. Unlike contrastive or masked image modeling metho
Externí odkaz:
http://arxiv.org/abs/2411.15648
Autor:
Derei, Nitay, Balberg, Shmuel, Heizler, Shay I., Steinberg, Elad, McClarren, Ryan G., Krief, Menahem
We derive a family of similarity solutions to the nonlinear non-equilibrium Marshak wave problem for an inhomogeneous planar medium which is coupled to a time dependent radiation driving source. We employ the non-equilibrium gray diffusion approximat
Externí odkaz:
http://arxiv.org/abs/2411.14891
Screening questionnaires are used in medicine as a diagnostic aid. Creating them is a long and expensive process, which could potentially be improved through analysis of social media posts related to symptoms and behaviors prior to diagnosis. Here we
Externí odkaz:
http://arxiv.org/abs/2411.11048
Connectivity Certificate against Bounded-Degree Faults: Simpler, Better and Supporting Vertex Faults
Autor:
Parter, Merav, Tzalik, Elad
An $f$-edge (or vertex) connectivity certificate is a sparse subgraph that maintains connectivity under the failure of at most $f$ edges (or vertices). It is well known that any $n$-vertex graph admits an $f$-edge (or vertex) connectivity certificate
Externí odkaz:
http://arxiv.org/abs/2411.11054
In histological pathology, frozen sections are often used for rapid diagnosis during surgeries, as they can be produced within minutes. However, they suffer from artifacts and often lack crucial diagnostic details, particularly within the cell nuclei
Externí odkaz:
http://arxiv.org/abs/2411.06583
Autor:
Fhima, Jonathan, Avraham, Elad Ben, Nuriel, Oren, Kittenplon, Yair, Ganz, Roy, Aberdam, Aviad, Litman, Ron
Vision-Language (VL) models have garnered considerable research interest; however, they still face challenges in effectively handling text within images. To address this limitation, researchers have developed two approaches. The first method involves
Externí odkaz:
http://arxiv.org/abs/2411.04642