EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions

Autor: Chen, Kai, Gou, Yunhao, Huang, Runhui, Liu, Zhili, Tan, Daxin, Xu, Jing, Wang, Chunwei, Zhu, Yi, Zeng, Yihan, Yang, Kuo, Wang, Dingdong, Xiang, Kun, Li, Haoyuan, Bai, Haoli, Han, Jianhua, Li, Xiaohui, Jin, Weike, Xie, Nian, Zhang, Yu, Kwok, James T., Zhao, Hengshuang, Liang, Xiaodan, Yeung, Dit-Yan, Chen, Xiao, Li, Zhenguo, Zhang, Wei, Liu, Qun, Yao, Jun, Hong, Lanqing, Hou, Lu, Xu, Hang

GPT-4o, an omni-modal model that enables vocal conversations with diverse emotions and tones, marks a milestone for omni-modal foundation models. However, empowering Large Language Models to perceive and generate images, texts, and speeches end-to-en

Externí odkaz: http://arxiv.org/abs/2409.18042

FinDKG: Dynamic Knowledge Graphs with Large Language Models for Detecting Global Trends in Financial Markets

Autor: Li, Xiaohui Victor, Passino, Francesco Sanna

Dynamic knowledge graphs (DKGs) are popular structures to express different types of connections between objects over time. They can also serve as an efficient mathematical tool to represent information extracted from complex unstructured data source

Externí odkaz: http://arxiv.org/abs/2407.10909

Compositional Kronecker Context Optimization for Vision-Language Models

Autor: Ding, Kun, Li, Xiaohui, Yu, Qiang, Wang, Ying, Zhang, Haojian, Xiang, Shiming

Context Optimization (CoOp) has emerged as a simple yet effective technique for adapting CLIP-like vision-language models to downstream image recognition tasks. Nevertheless, learning compact context with satisfactory base-to-new, domain and cross-ta

Externí odkaz: http://arxiv.org/abs/2403.11631

SEAL: A Framework for Systematic Evaluation of Real-World Super-Resolution

Autor: Zhang, Wenlong, Li, Xiaohui, Chen, Xiangyu, Qiao, Yu, Wu, Xiao-Ming, Dong, Chao

Real-world Super-Resolution (Real-SR) methods focus on dealing with diverse real-world images and have attracted increasing attention in recent years. The key idea is to use a complex and high-order degradation model to mimic real-world degradations.

Externí odkaz: http://arxiv.org/abs/2309.03020

The genetics of blood pressure regulation and its target organs from association studies in 342,415 individuals

Autor: Ehret, Georg B, Ferreira, Teresa, Chasman, Daniel I, Jackson, Anne U, Schmidt, Ellen M, Johnson, Toby, Thorleifsson, Gudmar, Luan, Jian'an, Donnelly, Louise A, Kanoni, Stavroula, Petersen, Ann-Kristin, Wong, Tien Y, Yang, Tsun-Po, Yao, Jie, Yengo, Loic, Zhang, Weihua, Magnusson, Patrik K, Zhao, Jing Hua, Zhu, Xiaofeng, Bovet, Pascal, Goodall, Alison H, Mulas, Antonella, Cooper, Richard S, Mohlke, Karen L, Saleheen, Danish, Lee, Jong-Young, Elliott, Paul, Gierman, Hinco J, Willer, Cristen J, Salfati, Elias L, Franke, Lude, Hovingh, G Kees, Nagaraja, Ramaiah, Goodarzi, Mark O, Taylor, Kent D, Dedoussis, George, Sever, Peter, Wong, Andrew, Lind, Lars, Assimes, Themistocles L, Njølstad, Inger, Schwarz, Peter E H, Rallidis, Loukianos S, Narisu, Narisu, Langenberg, Claudia, Pihur, Vasyl, Snieder, Harold, Caulfield, Mark J, Melander, Olle, Laakso, Markku, Saltevo, Juha, Rauramaa, Rainer, Tuomilehto, Jaakko, Ingelsson, Erik, Nikus, Kjell, Lehtimäki, Terho, Theusch, Elizabeth, Gorski, Mathias, Hveem, Kristian, Palmas, Walter, März, Winfried, Kumari, Meena, Salomaa, Veikko, Chen, Yii-Der I, Rotter, Jerome I, O'Donnell, Christopher J, Froguel, Philippe, Jarvelin, Marjo-Riitta, Lakatta, Edward G, Gräßler, Jürgen, Smith, Andrew J P, Kuulasmaa, Kari, Franks, Paul W, Hamsten, Anders, Wichmann, H-Erich, Palmer, Colin N A, O'Reilly, Paul F, Stefansson, Kari, Ridker, Paul M, Loos, Ruth J F, Chakravarti, Aravinda, Groves, Christopher J, Deloukas, Panos, Folkersen, Lasse, Morris, Andrew P, Newton-Cheh, Christopher, Munroe, Patricia B, Ong, Ken K, Witkowska, Kate, Pers, Tune H, Joehanes, Roby, Kim, Stuart K, Lataniotis, Lazaros, Gudnason, Vilmundur, Jansen, Rick, Johnson, Andrew D, Warren, Helen, Kim, Young Jin, Paccaud, Fred, Zhao, Wei, Wu, Ying, Tayo, Bamidele O, Bochud, Murielle, Absher, Devin, Adair, Linda S, Gyllensten, Ulf, Amin, Najaf, Arking, Dan E, Axelsson, Tomas, Palmer, Cameron D, Baldassarre, Damiano, Balkau, Beverley, Bandinelli, Stefania, Barnes, Michael R, Barroso, Inês, Bevan, Stephen, Bis, Joshua C, Hallmans, Göran, Bjornsdottir, Gyda, Boehnke, Michael, Shah, Sonia, Boerwinkle, Eric, Bonnycastle, Lori L, Boomsma, Dorret I, Bornstein, Stefan R, Brown, Morris J, Burnier, Michel, Cabrera, Claudia P, Chambers, John C, Hartikainen, Anna-Liisa, Chang, I-Shou, Fraser, Ross M, Cheng, Ching-Yu, Chines, Peter S, Chung, Ren-Hua, Collins, Francis S, Connell, John M, Döring, Angela, Dallongeville, Jean, Danesh, John, de Faire, Ulf, Hassinen, Maija, Parsa, Afshin, Delgado, Graciela, Dominiczak, Anna F, Doney, Alex S F, Drenos, Fotios, Edkins, Sarah, Eicher, John D, Elosua, Roberto, Enroth, Stefan, Erdmann, Jeanette, Eriksson, Per, Pedersen, Nancy L, Havulinna, Aki S, Esko, Tonu, Evangelou, Evangelos, Evans, Alun, Fall, Tove, Farrall, Martin, Felix, Janine F, Ferrières, Jean, Ferrucci, Luigi, Fornage, Myriam, Penninx, Brenda W, Forrester, Terrence, Hayward, Caroline, Franceschini, Nora, Franco, Oscar H, Franco-Cereceda, Anders, Strawbridge, Rona J, Hercberg, Serge, Herzig, Karl-Heinz, Hicks, Andrew A, Hingorani, Aroon D, Perola, Markus, Hirschhorn, Joel N, Hofman, Albert, Holmen, Jostein, Holmen, Oddgeir Lingaas, Hottenga, Jouke-Jan, Howard, Phil, Shungin, Dmitry, Hsiung, Chao A, Hunt, Steven C, Ikram, M Arfan, Peters, Annette, Illig, Thomas, Iribarren, Carlos, Jensen, Richard A, Kähönen, Mika, Kang, Hyun Min, Kathiresan, Sekar, Keating, Brendan J, Hughes, Maria F, Khaw, Kay-Tee, Kim, Yun Kyoung, Poulter, Neil, Kim, Eric, Kivimaki, Mika, Klopp, Norman, Kolovou, Genovefa, Komulainen, Pirjo, Kooner, Jaspal S, Kosova, Gulum, Krauss, Ronald M, Meirelles, Osorio, Kuh, Diana, Pramstaller, Peter P, Kutalik, Zoltan, Kuusisto, Johanna, Kvaløy, Kirsti, Lakka, Timo A, Lee, Nanette R, Lee, I-Te, Lee, Wen-Jane, Levy, Daniel, Li, Xiaohui, Kaakinen, Marika, Psaty, Bruce M, Liang, Kae-Woei, Lin, Honghuang, Lin, Li, Lindström, Jaana, Lobbens, Stéphane, Männistö, Satu, Müller, Gabriele, Müller-Nurasyid, Martina, Mach, François, Markus, Hugh S, Quertermous, Thomas, Bouatia-Naji, Nabila, Marouli, Eirini, McCarthy, Mark I, McKenzie, Colin A, Meneton, Pierre, Menni, Cristina, Metspalu, Andres, Mijatovic, Vladan, Moilanen, Leena, Montasser, May E, Rao, Dabeeru C, Morris, Andrew D, Kristiansson, Kati, Morrison, Alanna C, Ganesh, Santhi K, Kleber, Marcus E, Rasheed, Asif, Rayner, N William, Renström, Frida, Rettig, Rainer, Rice, Kenneth M, Roberts, Robert, Rose, Lynda M, Rossouw, Jacques, Samani, Nilesh J, Gao, He, Sanna, Serena, Guo, Xiuqing, Saramies, Jouko, Schunkert, Heribert, Sebert, Sylvain, Sheu, Wayne H-H, Shin, Young-Ah, Sim, Xueling, Smit, Johannes H, Smith, Albert V, Gertow, Karl, Sosa, Maria X, Spector, Tim D, Lyytikäinen, Leo-Pekka, Stančáková, Alena, Stanton, Alice V, Stirrups, Kathleen E, Stringham, Heather M, Sundstrom, Johan, Swift, Amy J, Syvänen, Ann-Christine, Gianfagna, Francesco, Tai, E-Shyong, Tanaka, Toshiko, Tarasov, Kirill V, Fava, Cristiano, Teumer, Alexander, Thorsteinsdottir, Unnur, Tobin, Martin D, Tremoli, Elena, Uitterlinden, Andre G, Uusitupa, Matti, Gigante, Bruna, Vaez, Ahmad, Vaidya, Dhananjay, van Duijn, Cornelia M, van Iperen, Erik P A, Eriksson, Niclas, Vasan, Ramachandran S, Verwoert, Germaine C, Virtamo, Jarmo, Vitart, Veronique, Voight, Benjamin F, Giulianini, Franco, Vollenweider, Peter, Wagner, Aline, Wain, Louise V, Wareham, Nicholas J, Watkins, Hugh, Nolte, Ilja M, Weder, Alan B, Westra, Harm-Jan, Wilks, Rainford, Wilsgaard, Tom, Goel, Anuj, Wilson, James F

To dissect the genetic architecture of blood pressure and assess effects on target organ damage, we analyzed 128,272 SNPs from targeted and genome-wide arrays in 201,529 individuals of European ancestry, and genotypes from an additional 140,886 indiv

Externí odkaz: http://hdl.handle.net/10150/623255
http://arizona.openrepository.com/arizona/handle/10150/623255