Zobrazeno 1 - 10
of 37
pro vyhledávání: '"Gupta, Ritwik"'
Autor:
Gupta, Ritwik, Walker, Leah, Corona, Rodolfo, Fu, Stephanie, Petryk, Suzanne, Napolitano, Janet, Darrell, Trevor, Reddie, Andrew W.
Current regulations on powerful AI capabilities are narrowly focused on "foundation" or "frontier" models. However, these terms are vague and inconsistently defined, leading to an unstable foundation for governance efforts. Critically, policy debates
Externí odkaz:
http://arxiv.org/abs/2409.17216
Autor:
Wu, Tsung-Han, Biamby, Giscard, Quenum, Jerome, Gupta, Ritwik, Gonzalez, Joseph E., Darrell, Trevor, Chan, David M.
Large Multimodal Models (LMMs) have made significant strides in visual question-answering for single images. Recent advancements like long-context LMMs have allowed them to ingest larger, or even multiple, images. However, the ability to process a la
Externí odkaz:
http://arxiv.org/abs/2407.13766
Autor:
Gupta, Ritwik, Walker, Leah, Glickman, Eli, Koizumi, Raine, Bhatnagar, Sarthak, Reddie, Andrew W.
The integration of artificial intelligence (AI) into military capabilities has become a norm for major military power across the globe. Understanding how these AI models operate is essential for maintaining strategic advantages and ensuring security.
Externí odkaz:
http://arxiv.org/abs/2405.12167
Autor:
Gupta, Ritwik, Li, Shufan, Zhu, Tyler, Malik, Jitendra, Darrell, Trevor, Mangalam, Karttikeya
Modern computer vision pipelines handle large images in one of two sub-optimal ways: down-sampling or cropping. These two methods incur significant losses in the amount of information and context present in an image. There are many downstream applica
Externí odkaz:
http://arxiv.org/abs/2403.01915
Autor:
Wu, Tsung-Han, Biamby, Giscard, Chan, David, Dunlap, Lisa, Gupta, Ritwik, Wang, Xudong, Gonzalez, Joseph E., Darrell, Trevor
Current open-source Large Multimodal Models (LMMs) excel at tasks such as open-vocabulary language grounding and segmentation but can suffer under false premises when queries imply the existence of something that is not actually present in the image.
Externí odkaz:
http://arxiv.org/abs/2312.08366
Autor:
Shoker, Sarah, Reddie, Andrew, Barrington, Sarah, Booth, Ruby, Brundage, Miles, Chahal, Husanjot, Depp, Michael, Drexel, Bill, Gupta, Ritwik, Favaro, Marina, Hecla, Jake, Hickey, Alan, Konaev, Margarita, Kumar, Kirthi, Lambert, Nathan, Lohn, Andrew, O'Keefe, Cullen, Rajani, Nazneen, Sellitto, Michael, Trager, Robert, Walker, Leah, Wehsener, Alexa, Young, Jessica
Foundation models could eventually introduce several pathways for undermining state security: accidents, inadvertent escalation, unintentional conflict, the proliferation of weapons, and the interference with human diplomacy are just a few on a long
Externí odkaz:
http://arxiv.org/abs/2308.00862
Autor:
Yu, Sungduk, Hu, Zeyuan, Subramaniam, Akshay, Hannah, Walter, Peng, Liran, Lin, Jerry, Bhouri, Mohamed Aziz, Gupta, Ritwik, Lütjens, Björn, Will, Justus C., Behrens, Gunnar, Busecke, Julius J. M., Loose, Nora, Stern, Charles I., Beucler, Tom, Harrop, Bryce, Heuer, Helge, Hillman, Benjamin R., Jenney, Andrea, Liu, Nana, White, Alistair, Zheng, Tian, Kuang, Zhiming, Ahmed, Fiaz, Barnes, Elizabeth, Brenowitz, Noah D., Bretherton, Christopher, Eyring, Veronika, Ferretti, Savannah, Lutsko, Nicholas, Gentine, Pierre, Mandt, Stephan, Neelin, J. David, Yu, Rose, Zanna, Laure, Urban, Nathan, Yuval, Janni, Abernathey, Ryan, Baldi, Pierre, Chuang, Wayne, Huang, Yu, Iglesias-Suarez, Fernando, Jantre, Sanket, Ma, Po-Lun, Shamekh, Sara, Zhang, Guang, Pritchard, Michael
Modern climate projections lack adequate spatial and temporal resolution due to computational constraints, leading to inaccuracies in representing critical processes like thunderstorms that occur on the sub-resolution scale. Hybrid methods combining
Externí odkaz:
http://arxiv.org/abs/2306.08754
Autor:
Reed, Colorado J., Gupta, Ritwik, Li, Shufan, Brockman, Sarah, Funk, Christopher, Clipp, Brian, Keutzer, Kurt, Candido, Salvatore, Uyttendaele, Matt, Darrell, Trevor
Large, pretrained models are commonly finetuned with imagery that is heavily augmented to mimic different conditions and scales, with the resulting models used for various tasks with imagery from a range of spatial scales. Such models overlook scale-
Externí odkaz:
http://arxiv.org/abs/2212.14532
Autor:
Gupta, Ritwik, Bayen, Alexander, Rohrschneider, Sarah, Fulk, Adrienne, Reddie, Andrew, Seshia, Sanjit A., Sastry, Shankar, Napolitano, Janet
The rapid technological growth observed in the sUAS sector over the past decade has been unprecedented and has left gaps in policies and regulations to adequately provide for a safe and trusted environment in which to operate these devices. The Cente
Externí odkaz:
http://arxiv.org/abs/2212.02795
Remote sensing images are useful for a wide variety of planet monitoring applications, from tracking deforestation to tackling illegal fishing. The Earth is extremely diverse -- the amount of potential tasks in remote sensing images is massive, and t
Externí odkaz:
http://arxiv.org/abs/2211.15660