Composable Interventions for Language Models

Autor: Kolbeinsson, Arinbjorn, O'Brien, Kyle, Huang, Tianjin, Gao, Shanghua, Liu, Shiwei, Schwarz, Jonathan Richard, Vaidya, Anurag, Mahmood, Faisal, Zitnik, Marinka, Chen, Tianlong, Hartvigsen, Thomas

Test-time interventions for language models can enhance factual accuracy, mitigate harmful outputs, and improve model efficiency without costly retraining. But despite a flood of new methods, different types of interventions are largely developing in

Externí odkaz: http://arxiv.org/abs/2407.06483

DDOS: The Drone Depth and Obstacle Segmentation Dataset

Autor: Kolbeinsson, Benedikt, Mikolajczyk, Krystian

The advancement of autonomous drones, essential for sectors such as remote sensing and emergency services, is hindered by the absence of training datasets that fully capture the environmental challenges present in real-world scenarios, particularly o

Externí odkaz: http://arxiv.org/abs/2312.12494

Multi-Class Segmentation from Aerial Views using Recursive Noise Diffusion

Autor: Kolbeinsson, Benedikt, Mikolajczyk, Krystian

Semantic segmentation from aerial views is a crucial task for autonomous drones, as they rely on precise and accurate segmentation to navigate safely and efficiently. However, aerial images present unique challenges such as diverse viewpoints, extrem

Externí odkaz: http://arxiv.org/abs/2212.00787

Synchronous timing of return to breeding sites in a long-distance migratory seabird with ocean-scale variation in migration schedules

Autor: Rob S. A. van Bemmelen, Børge Moe, Hans Schekkerman, Sveinn Are Hansen, Katherine R. S. Snell, Elizabeth M. Humphreys, Elina Mäntylä, Gunnar Thor Hallgrimsson, Olivier Gilg, Dorothée Ehrich, John Calladine, Sjúrður Hammer, Sarah Harris, Johannes Lang, Sölvi Rúnar Vignisson, Yann Kolbeinsson, Kimmo Nuotio, Matti Sillanpää, Benoît Sittler, Aleksandr Sokolov, Raymond H. G. Klaassen, Richard A. Phillips, Ingrid Tulp

Publikováno v: Movement Ecology, Vol 12, Iss 1, Pp 1-15 (2024)

Abstract Background Migratory birds generally have tightly scheduled annual cycles, in which delays can have carry-over effects on the timing of later events, ultimately impacting reproductive output. Whether temporal carry-over effects are more pron

Externí odkaz: https://doaj.org/article/607088b619db475287d2832bc10cab5c

Unexplored microbial diversity from 2,500 food metagenomes and links with the human microbiome

Autor: Alvarez-Ordóñez, Avelino, Alvarez, Pablo, Antonielli, Livio, Arendt, Elke, Armanini, Federica, Aubry, Aurelie, Baelum, Jacob, Barcenilla, Coral, Belanche, Alejandro, Benavent-Gil, Yaiza, Blake, Tony, Blanco-Míguez, Aitor, Bongoni, Radhika, Boyer, Mickael, Brennan, Fiona, Breselge, Samuel, Briem, Helgi, Butler, Derek, Calvete-Torre, Inés, Carballo, Omar Cristobal, Cardinal, Mireille, Carlino, Niccolò, Chervaux, Christian, Chopin, Christine, Clotaire, Natallia, Coakley, Mairead, Cobo-Díaz, José Francisco, Codd, Jim, Conroy, Stephen, Corral-Jara, Karla Fabiola, Corral-Jara, Karla-Fabiola, Cotter, Paul D., Coyne, Gerard, Creevey, Chris, Cuevas, Patricia D., Curran, Brendan, Delgado, Susana, Derde, Liesbeth, Derrien, Muriel, Ercolini, Danilo, Exposito, Ruth Gomez, López Fernández, María Mercedes, De Filippis, Francesca, Fordham, Daniel, Galy, Hubert, Gavriilidou, Asimenia, Gunnarsson, Oddur, Hanson, Buck, Hermes, Gerben, Huang, Rongcai, Huws, Sharon, Ikoyi, Israel, Jaeger, Alice, Jeffery, Ian, Jérôme, Marc, Juan, Pierre-Alexandre, Kenny, David, Kers, Annelies, Khinouche, Karim-Franck, Kirwan, Stuart, Klaassens, Eline S., Knobloch, Stephen, Kolbeinsson, Kristinn, Kolypczuk, Laetitia, Kostic, Tanja, Ledda, Fabio, Leech, John, Lehmann, Doerte, Leroi, Françoise, Lewis, Eva, Ley, Johanna, Lucic, Eva, Lynch, Kieran, Mace, Sabrina, MacLaren-Lee, Iain, Mahler de Sanchez, Lisa, Marchart, Juergen, Margolles, Abelardo, Marteinsson, Viggó Thór, Masetti, Giulia, McGovern, Fiona, McHugh, Noirin, McLoughlin, Steven, Meehan, Dara, Mølbak, Lars, Monin, Thomas, Moreno, Javier, Morgavi, Diego, Morrison, Steven, Müench, Steffen, Ramos Neves, Ana Rute, Neylon, Emma, Nyhan, Laura, O’Kelly, Rhona, O’Neil, Dominic, O’Toole, Paul, Ortiz-Chura, Abimael, Palma, Juan Manuel, Pasolli, Edoardo, Passerini, Delphine, Pastar, Milica, Pinto, Federica, Pirovano, Walter, Plans, Olga, Policht, Marion, Pop, Aurel, Pop, Bianca, Popova, Milka, Prieto, Miguel, Quijada, Narciso M., Reiss, Antje, Romero, Pedro, Ruas-Madiedo, Patricia, Rubino, Francesco, Rubio, Raul Cabrera, Ruiz, Lorena, Ryan, Angela, Ryan, Clodagh, Sabater, Carlos, Sahin, Aylin, Salaun, Cecile, Santos, Fernanda Godoy, Schneider, Carolin, Segata, Nicola, Selberherr, Evelyne, Sessitsch, Angela, Skírnisdóttir, Sigurlaug, Smidt, Hauke, Smith, Paul, Sprenger-Haussels, Markus, Tapio, Ilma, Tap, Julien, Valentino, Vincenzo, Wagner, Martin, Walsh, Aaron, Walsh, Liam, Waters, Sinead M., Willcocks, Spike, Yáñez-Ruiz, David R., Yan, Tianhai, Yap, Min, Zannini, Emanuele, Zuliani, Véronique, Punčochář, Michal, Mengoni, Claudia, Tatti, Alessia, Manghi, Paolo, Avagliano, Michele, Cabrera-Rubio, Raul, Coakley, Mairéad, Cobo-Díaz, José F., Dey, Hrituraj, Asnicar, Francesco, Fackelmann, Gloria, Heidrich, Vitor, Rota Stabelli, Omar

Publikováno v: In Cell 3 October 2024 187(20):5775-5795