Computing Oriented Spanners and their Dilation

Autor: Buchin, Kevin, Kalb, Antonia, Maheshwari, Anil, Odak, Saeed, Smid, Michiel, Rehs, Carolin, Wong, Sampson

Given a point set $P$ in a metric space and a real number $t \geq 1$, an \emph{oriented $t$-spanner} is an oriented graph $\overrightarrow{G}=(P,\overrightarrow{E})$, where for every pair of distinct points $p$ and $q$ in $P$, the shortest oriented c

Externí odkaz: http://arxiv.org/abs/2412.08165

Responsible AI Governance: A Response to UN Interim Report on Governing AI for Humanity

Autor: Kiden, Sarah, Stahl, Bernd, Townsend, Beverley, Maple, Carsten, Vincent, Charles, Sampson, Fraser, Gilbert, Geoff, Smith, Helen, Deshmukh, Jayati, Ross, Jen, Williams, Jennifer, del Rincon, Jesus Martinez, Lisinska, Justyna, O'Shea, Karen, Abreu, Márjory Da Costa, Bencomo, Nelly, Deb, Oishi, Winter, Peter, Li, Phoebe, Torr, Philip, Lau, Pin Lean, Iniesta, Raquel, Ramchurn, Gopal, Stein, Sebastian, Yazdanpanah, Vahid

This report presents a comprehensive response to the United Nation's Interim Report on Governing Artificial Intelligence (AI) for Humanity. It emphasizes the transformative potential of AI in achieving the Sustainable Development Goals (SDGs) while a

Externí odkaz: http://arxiv.org/abs/2412.12108

A well-separated pair decomposition for low density graphs

Autor: Gudmundsson, Joachim, Wong, Sampson

Low density graphs are considered to be a realistic graph class for modelling road networks. It has advantages over other popular graph classes for road networks, such as planar graphs, bounded highway dimension graphs, and spanners. We believe that

Externí odkaz: http://arxiv.org/abs/2411.08204

Movie Gen: A Cast of Media Foundation Models

Autor: Polyak, Adam, Zohar, Amit, Brown, Andrew, Tjandra, Andros, Sinha, Animesh, Lee, Ann, Vyas, Apoorv, Shi, Bowen, Ma, Chih-Yao, Chuang, Ching-Yao, Yan, David, Choudhary, Dhruv, Wang, Dingkang, Sethi, Geet, Pang, Guan, Ma, Haoyu, Misra, Ishan, Hou, Ji, Wang, Jialiang, Jagadeesh, Kiran, Li, Kunpeng, Zhang, Luxin, Singh, Mannat, Williamson, Mary, Le, Matt, Yu, Matthew, Singh, Mitesh Kumar, Zhang, Peizhao, Vajda, Peter, Duval, Quentin, Girdhar, Rohit, Sumbaly, Roshan, Rambhatla, Sai Saketh, Tsai, Sam, Azadi, Samaneh, Datta, Samyak, Chen, Sanyuan, Bell, Sean, Ramaswamy, Sharadh, Sheynin, Shelly, Bhattacharya, Siddharth, Motwani, Simran, Xu, Tao, Li, Tianhe, Hou, Tingbo, Hsu, Wei-Ning, Yin, Xi, Dai, Xiaoliang, Taigman, Yaniv, Luo, Yaqiao, Liu, Yen-Cheng, Wu, Yi-Chiao, Zhao, Yue, Kirstain, Yuval, He, Zecheng, He, Zijian, Pumarola, Albert, Thabet, Ali, Sanakoyeu, Artsiom, Mallya, Arun, Guo, Baishan, Araya, Boris, Kerr, Breena, Wood, Carleigh, Liu, Ce, Peng, Cen, Vengertsev, Dimitry, Schonfeld, Edgar, Blanchard, Elliot, Juefei-Xu, Felix, Nord, Fraylie, Liang, Jeff, Hoffman, John, Kohler, Jonas, Fire, Kaolin, Sivakumar, Karthik, Chen, Lawrence, Yu, Licheng, Gao, Luya, Georgopoulos, Markos, Moritz, Rashel, Sampson, Sara K., Li, Shikai, Parmeggiani, Simone, Fine, Steve, Fowler, Tara, Petrovic, Vladan, Du, Yuming

We present Movie Gen, a cast of foundation models that generates high-quality, 1080p HD videos with different aspect ratios and synchronized audio. We also show additional capabilities such as precise instruction-based video editing and generation of

Externí odkaz: http://arxiv.org/abs/2410.13720

Salient Store: Enabling Smart Storage for Continuous Learning Edge Servers

Autor: Mishra, Cyan Subhra, Chaudhary, Deeksha, Sampson, Jack, Knademir, Mahmut Taylan, Das, Chita

As continuous learning based video analytics continue to evolve, the role of efficient edge servers in efficiently managing vast and dynamic datasets is becoming increasingly crucial. Unlike their compute architecture, storage and archival system for

Externí odkaz: http://arxiv.org/abs/2410.05435