Zobrazeno 1 - 10
of 8 247
pro vyhledávání: '"P. Dayan"'
Autor:
Dayan, Baljinnyam
Recent advancements in medical image analysis have predominantly relied on Convolutional Neural Networks (CNNs), achieving impressive performance in chest X-ray classification tasks, such as the 92% AUC reported by AutoThorax-Net and the 88% AUC achi
Externí odkaz:
http://arxiv.org/abs/2411.11376
Autor:
Bortnikov, Edward, Azran, Michael, Bornstein, Asa, Dashevsky, Shmuel, Huang, Dennis, Kepten, Omer, Pan, Michael, Sheffi, Gali, Twitto, Moshe, Orzech, Tamar Weiss, Keidar, Idit, Gueta, Guy, Maor, Roey, Dayan, Niv
We present~\emph{KV-Tandem}, a modular architecture for building LSM-based storage engines on top of simple, non-ordered persistent key-value stores (KVSs). KV-Tandem enables advanced functionalities such as range queries and snapshot reads, while ma
Externí odkaz:
http://arxiv.org/abs/2411.11091
Graphs play a central role in modeling complex relationships across various domains. Most graph learning methods rely heavily on neighborhood information, raising the question of how to handle cold-start nodes - nodes with no known connections within
Externí odkaz:
http://arxiv.org/abs/2411.01532
Autor:
Cerf, Sacha, Dayan, Benjamin, De Ambroggio, Umberto, Kaufmann, Marc, Lengler, Johannes, Schaller, Ulysse
To find a shortest path between two nodes $s_0$ and $s_1$ in a given graph, a classical approach is to start a Breadth-First Search (BFS) from $s_0$ and run it until the search discovers $s_1$. Alternatively, one can start two Breadth-First Searches,
Externí odkaz:
http://arxiv.org/abs/2410.22186
In this paper, we consider the existence of constant mean curvature hypersurfaces with prescribed gradient image. Let $\Omega$ and $\tilde{\Omega}$ be uniformly convex bounded domains in $\mathbb{R}^n$ with smooth boundary. We show that there exists
Externí odkaz:
http://arxiv.org/abs/2411.00817
Humans excel at learning abstract patterns across different sequences, filtering out irrelevant details, and transferring these generalized concepts to new sequences. In contrast, many sequence learning models lack the ability to abstract, which lead
Externí odkaz:
http://arxiv.org/abs/2410.21332
Autor:
Binz, Marcel, Akata, Elif, Bethge, Matthias, Brändle, Franziska, Callaway, Fred, Coda-Forno, Julian, Dayan, Peter, Demircan, Can, Eckstein, Maria K., Éltető, Noémi, Griffiths, Thomas L., Haridi, Susanne, Jagadish, Akshay K., Ji-An, Li, Kipnis, Alexander, Kumar, Sreejan, Ludwig, Tobias, Mathony, Marvin, Mattar, Marcelo, Modirshanechi, Alireza, Nath, Surabhi S., Peterson, Joshua C., Rmus, Milena, Russek, Evan M., Saanum, Tankred, Scharfenberg, Natalia, Schubert, Johannes A., Buschoff, Luca M. Schulze, Singhi, Nishad, Sui, Xin, Thalmann, Mirko, Theis, Fabian, Truong, Vuong, Udandarao, Vishaal, Voudouris, Konstantinos, Wilson, Robert, Witte, Kristin, Wu, Shuchen, Wulff, Dirk, Xiong, Huadong, Schulz, Eric
Establishing a unified theory of cognition has been a major goal of psychology. While there have been previous attempts to instantiate such theories by building computational models, we currently do not have one model that captures the human mind in
Externí odkaz:
http://arxiv.org/abs/2410.20268
Autor:
Liu, Yufan, An, Jinyang, Zhang, Wanqian, Li, Ming, Wu, Dayan, Gu, Jingzi, Lin, Zheng, Wang, Weiping
The remarkable development of text-to-image generation models has raised notable security concerns, such as the infringement of portrait rights and the generation of inappropriate content. Concept erasure has been proposed to remove the model's knowl
Externí odkaz:
http://arxiv.org/abs/2410.09140
Visible and Infrared Image Fusion (VIF) has garnered significant interest across a wide range of high-level vision tasks, such as object detection and semantic segmentation. However, the evaluation of VIF methods remains challenging due to the absenc
Externí odkaz:
http://arxiv.org/abs/2410.06811
Compositional representations are thought to enable humans to generalize across combinatorially vast state spaces. Models with learnable object slots, which encode information about objects in separate latent codes, have shown promise for this type o
Externí odkaz:
http://arxiv.org/abs/2410.04940