Training-free Guidance in Text-to-Video Generation via Multimodal Planning and Structured Noise Initialization

Authors: Li, Jialu, Yu, Shoubin, Lin, Han, Cho, Jaemin, Yoon, Jaehong, Bansal, Mohit

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2504.08641

VEGGIE: Instructional Editing and Reasoning of Video Concepts with Grounded Generation

Authors: Yu, Shoubin, Liu, Difan, Ma, Ziqiao, Hong, Yicong, Zhou, Yang, Tan, Hao, Chai, Joyce, Bansal, Mohit

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2503.14350

Humanity's Last Exam

Authors: Phan, Long, Gatti, Alice, Han, Ziwen, Li, Nathaniel, Hu, Josephina, Zhang, Hugh, Zhang, Chen Bo Calvin, Shaaban, Mohamed, Ling, John, Shi, Sean, Choi, Michael, Agrawal, Anish, Chopra, Arnav, Khoja, Adam, Kim, Ryan, Ren, Richard, Hausenloy, Jason, Zhang, Oliver, Mazeika, Mantas, Dodonov, Dmitry, Nguyen, Tung, Lee, Jaeho, Anderson, Daron, Doroshenko, Mikhail, Stokes, Alun Cennyth, Mahmood, Mobeen, Pokutnyi, Oleksandr, Iskra, Oleg, Wang, Jessica P., Levin, John-Clark, Kazakov, Mstyslav, Feng, Fiona, Feng, Steven Y., Zhao, Haoran, Yu, Michael, Gangal, Varun, Zou, Chelsea, Wang, Zihan, Popov, Serguei, Gerbicz, Robert, Galgon, Geoff, Schmitt, Johannes, Yeadon, Will, Lee, Yongki, Sauers, Scott, Sanchez, Alvaro, Giska, Fabian, Roth, Marc, Riis, Søren, Utpala, Saiteja, Burns, Noah, Goshu, Gashaw M., Naiya, Mohinder Maheshbhai, Agu, Chidozie, Giboney, Zachary, Cheatom, Antrell, Fournier-Facio, Francesco, Crowson, Sarah-Jane, Finke, Lennart, Cheng, Zerui, Zampese, Jennifer, Hoerr, Ryan G., Nandor, Mark, Park, Hyunwoo, Gehrunger, Tim, Cai, Jiaqi, McCarty, Ben, Garretson, Alexis C, Taylor, Edwin, Sileo, Damien, Ren, Qiuyu, Qazi, Usman, Li, Lianghui, Nam, Jungbae, Wydallis, John B., Arkhipov, Pavel, Shi, Jack Wei Lun, Bacho, Aras, Willcocks, Chris G., Cao, Hangrui, Motwani, Sumeet, Santos, Emily de Oliveira, Veith, Johannes, Vendrow, Edward, Cojoc, Doru, Zenitani, Kengo, Robinson, Joshua, Tang, Longke, Li, Yuqi, Vendrow, Joshua, Fraga, Natanael Wildner, Kuchkin, Vladyslav, Maksimov, Andrey Pupasov, Marion, Pierre, Efremov, Denis, Lynch, Jayson, Liang, Kaiqu, Mikov, Aleksandar, Gritsevskiy, Andrew, Guillod, Julien, Demir, Gözdenur, Martinez, Dakotah, Pageler, Ben, Zhou, Kevin, Soori, Saeed, Press, Ori, Tang, Henry, Rissone, Paolo, Green, Sean R., Brüssel, Lina, Twayana, Moon, Dieuleveut, Aymeric, Imperial, Joseph Marvin, Prabhu, Ameya, Yang, Jinzhou, Crispino, Nick, Rao, Arun, Zvonkine, Dimitri, Loiseau, Gabriel, Kalinin, Mikhail, Lukas, Marco, Manolescu, Ciprian, Stambaugh, Nate, Mishra, Subrata, Hogg, Tad, Bosio, Carlo, Coppola, Brian P, Salazar, Julian, Jin, Jaehyeok, Sayous, Rafael, Ivanov, Stefan, Schwaller, Philippe, Senthilkuma, Shaipranesh, Bran, Andres M, Algaba, Andres, Houte, Kelsey Van den, Van Der Sypt, Lynn, Verbeken, Brecht, Noever, David, Kopylov, Alexei, Myklebust, Benjamin, Li, Bikun, Schut, Lisa, Zheltonozhskii, Evgenii, Yuan, Qiaochu, Lim, Derek, Stanley, Richard, Yang, Tong, Maar, John, Wykowski, Julian, Oller, Martí, Sahu, Anmol, Ardito, Cesare Giulio, Hu, Yuzheng, Kamdoum, Ariel Ghislain Kemogne, Jin, Alvin, Vilchis, Tobias Garcia, Zu, Yuexuan, Lackner, Martin, Koppel, James, Sun, Gongbo, Antonenko, Daniil S., Chern, Steffi, Zhao, Bingchen, Arsene, Pierrot, Cavanagh, Joseph M, Li, Daofeng, Shen, Jiawei, Crisostomi, Donato, Zhang, Wenjin, Dehghan, Ali, Ivanov, Sergey, Perrella, David, Kaparov, Nurdin, Zang, Allen, Sucholutsky, Ilia, Kharlamova, Arina, Orel, Daniil, Poritski, Vladislav, Ben-David, Shalev, Berger, Zachary, Whitfill, Parker, Foster, Michael, Munro, Daniel, Ho, Linh, Sivarajan, Shankar, Hava, Dan Bar, Kuchkin, Aleksey, Holmes, David, Rodriguez-Romero, Alexandra, Sommerhage, Frank, Zhang, Anji, Moat, Richard, Schneider, Keith, Kazibwe, Zakayo, Clarke, Don, Kim, Dae Hyun, Dias, Felipe Meneguitti, Fish, Sara, Elser, Veit, Kreiman, Tobias, Vilchis, Victor Efren Guadarrama, Klose, Immo, Anantheswaran, Ujjwala, Zweiger, Adam, Rawal, Kaivalya, Li, Jeffery, Nguyen, Jeremy, Daans, Nicolas, Heidinger, Haline, Radionov, Maksim, Rozhoň, Václav, Ginis, Vincent, Stump, Christian, Cohen, Niv, Poświata, Rafał, Tkadlec, Josef, Goldfarb, Alan, Wang, Chenguang, Padlewski, Piotr, Barzowski, Stanislaw, Montgomery, Kyle, Stendall, Ryan, Tucker-Foltz, Jamie, Stade, Jack, Rogers, T. Ryan, Goertzen, Tom, Grabb, Declan, Shukla, Abhishek, Givré, Alan, Ambay, John Arnold, Sen, Archan, Aziz, Muhammad Fayez, Inlow, Mark H, He, Hao, Zhang, Ling, Kaddar, Younesse, Ängquist, Ivar, Chen, Yanxu, Wang, Harrison K, Ramakrishnan, Kalyan, Thornley, Elliott, Terpin, Antonio, Schoelkopf, Hailey, Zheng, Eric, Carmi, Avishy, Brown, Ethan D. L., Zhu, Kelin, Bartolo, Max, Wheeler, Richard, Stehberger, Martin, Bradshaw, Peter, Heimonen, JP, Sridhar, Kaustubh, Akov, Ido, Sandlin, Jennifer, Makarychev, Yury, Tam, Joanna, Hoang, Hieu, Cunningham, David M., Goryachev, Vladimir, Patramanis, Demosthenes, Krause, Michael, Redenti, Andrew, Aldous, David, Lai, Jesyin, Coleman, Shannon, Xu, Jiangnan, Lee, Sangwon, Magoulas, Ilias, Zhao, Sandy, Tang, Ning, Cohen, Michael K., Paradise, Orr, Kirchner, Jan Hendrik, Ovchynnikov, Maksym, Matos, Jason O., Shenoy, Adithya, Wang, Michael, Nie, Yuzhou, Sztyber-Betley, Anna, Faraboschi, Paolo, Riblet, Robin, Crozier, Jonathan, Halasyamani, Shiv, Verma, Shreyas, Joshi, Prashant, Meril, Eli, Ma, Ziqiao, Andréoletti, Jérémy, Singhal, Raghav, Platnick, Jacob, Nevirkovets, Volodymyr, Basler, Luke, Ivanov, Alexander, Khoury, Seri, Gustafsson, Nils, Piccardo, Marco, Mostaghimi, Hamid, Chen, Qijia, Singh, Virendra, Khánh, Tran Quoc, Rosu, Paul, Szlyk, Hannah, Brown, Zachary, Narayan, Himanshu, Menezes, Aline, Roberts, Jonathan, Alley, William, Sun, Kunyang, Patel, Arkil, Lamparth, Max, Reuel, Anka, Xin, Linwei, Xu, Hanmeng, Loader, Jacob, Martin, Freddie, Wang, Zixuan, Achilleos, Andrea, Preu, Thomas, Korbak, Tomek, Bosio, Ida, Kazemi, Fereshteh, Chen, Ziye, Bálint, Biró, Lo, Eve J. Y., Wang, Jiaqi, Nunes, Maria Inês S., Milbauer, Jeremiah, Bari, M Saiful, Wang, Zihao, Ansarinejad, Behzad, Sun, Yewen, Durand, Stephane, Elgnainy, Hossam, Douville, Guillaume, Tordera, Daniel, Balabanian, George, Wolff, Hew, Kvistad, Lynna, Milliron, Hsiaoyun, Sakor, Ahmad, Eron, Murat, O., Andrew Favre D., Shah, Shailesh, Zhou, Xiaoxiang, Kamalov, Firuz, Abdoli, Sherwin, Santens, Tim, Barkan, Shaul, Tee, Allison, Zhang, Robin, Tomasiello, Alessandro, De Luca, G. Bruno, Looi, Shi-Zhuo, Le, Vinh-Kha, Kolt, Noam, Pan, Jiayi, Rodman, Emma, Drori, Jacob, Fossum, Carl J, Muennighoff, Niklas, Jagota, Milind, Pradeep, Ronak, Fan, Honglu, Eicher, Jonathan, Chen, Michael, Thaman, Kushal, Merrill, William, Firsching, Moritz, Harris, Carter, Ciobâcă, Stefan, Gross, Jason, Pandey, Rohan, Gusev, Ilya, Jones, Adam, Agnihotri, Shashank, Zhelnov, Pavel, Mofayezi, Mohammadreza, Piperski, Alexander, Zhang, David K., Dobarskyi, Kostiantyn, Leventov, Roman, Soroko, Ignat, Duersch, Joshua, Taamazyan, Vage, Ho, Andrew, Ma, Wenjie, Held, William, Xian, Ruicheng, Zebaze, Armel Randy, Mohamed, Mohanad, Leser, Julian Noah, Yuan, Michelle X, Yacar, Laila, Lengler, Johannes, Olszewska, Katarzyna, Di Fratta, Claudio, Oliveira, Edson, Jackson, Joseph W., Zou, Andy, Chidambaram, Muthu, Manik, Timothy, Haffenden, Hector, Stander, Dashiell, Dasouqi, Ali, Shen, Alexander, Golshani, Bita, Stap, David, Kretov, Egor, Uzhou, Mikalai, Zhidkovskaya, Alina Borisovna, Winter, Nick, Rodriguez, Miguel Orbegozo, Lauff, Robert, Wehr, Dustin, Tang, Colin, Hossain, Zaki, Phillips, Shaun, Samuele, Fortuna, Ekström, Fredrik, Hammon, Angela, Patel, Oam, Farhidi, Faraz, Medley, George, Mohammadzadeh, Forough, Peñaflor, Madellene, Kassahun, Haile, Friedrich, Alena, Perez, Rayner Hernandez, Pyda, Daniel, Sakal, Taom, Dhamane, Omkar, Mirabadi, Ali Khajegili, Hallman, Eric, Okutsu, Kenchi, Battaglia, Mike, Maghsoudimehrabani, Mohammad, Amit, Alon, Hulbert, Dave, Pereira, Roberto, Weber, Simon, Handoko, Peristyy, Anton, Malina, Stephen, Mehkary, Mustafa, Aly, Rami, Reidegeld, Frank, Dick, Anna-Katharina, Friday, Cary, Singh, Mukhwinder, Shapourian, Hassan, Kim, Wanyoung, Costa, Mariana, Gurdogan, Hubeyb, Kumar, Harsh, Ceconello, Chiara, Zhuang, Chao, Park, Haon, Carroll, Micah, Tawfeek, Andrew R., Steinerberger, Stefan, Aggarwal, Daattavya, Kirchhof, Michael, Dai, Linjie, Kim, Evan, Ferret, Johan, Shah, Jainam, Wang, Yuzhou, Yan, Minghao, Burdzy, Krzysztof, Zhang, Lixin, Franca, Antonio, Pham, Diana T., Loh, Kang Yong, Jackson, Abram, Giordano, Paolo, Petersen, Philipp, Cosma, Adrian, Colino, Jesus, White, Colin, Votava, Jacob, Vinnikov, Vladimir, Delaney, Ethan, Spelda, Petr, Stritecky, Vit, Shahid, Syed M., Mourrat, Jean-Christophe, Vetoshkin, Lavr, Sponselee, Koen, Bacho, Renas, Yong, Zheng-Xin, de la Rosa, Florencia, Cho, Nathan, Li, Xiuyu, Malod, Guillaume, Weller, Orion, Albani, Guglielmo, Lang, Leon, Laurendeau, Julien, Kazakov, Dmitry, Adesanya, Fatimah, Portier, Julien, Hollom, Lawrence, Souza, Victor, Zhou, Yuchen Anna, Degorre, Julien, Yalın, Yiğit, Obikoya, Gbenga Daniel, Rai, Bigi, Filippo, Boscá, M. C., Shumar, Oleg, Bacho, Kaniuar, Recchia, Gabriel, Popescu, Mara, Shulga, Nikita, Tanwie, Ngefor Mildred, Lux, Thomas C. H., Rank, Ben, Ni, Colin, Brooks, Matthew, Yakimchyk, Alesia, Huanxu, Liu, Cavalleri, Stefano, Häggström, Olle, Verkama, Emil, Newbould, Joshua, Gundlach, Hans, Brito-Santana, Leonor, Amaro, Brian, Vajipey, Vivek, Grover, Rynaa, Wang, Ting, Kratish, Yosi, Li, Wen-Ding, Gopi, Sivakanth, Caciolai, Andrea, de Witt, Christian Schroeder, Hernández-Cámara, Pablo, Rodolà, Emanuele, Robins, Jules, Williamson, Dominic, Cheng, Vincent, Raynor, Brad, Qi, Hao, Segev, Ben, Fan, Jingxuan, Martinson, Sarah, Wang, Erik Y., Hausknecht, Kaylie, Brenner, Michael P., Mao, Mao, Demian, Christoph, Kassani, Peyman, Zhang, Xinyu, Avagian, David, Scipio, Eshawn Jessica, Ragoler, Alon, Tan, Justin, Sims, Blake, Plecnik, Rebeka, Kirtland, Aaron, Bodur, Omer Faruk, Shinde, D. P., Labrador, Yan Carlos Leyva, Adoul, Zahra, Zekry, Mohamed, Karakoc, Ali, Santos, Tania C. B., Shamseldeen, Samir, Karim, Loukmane, Liakhovitskaia, Anna, Resman, Nate, Farina, Nicholas, Gonzalez, Juan Carlos, Maayan, Gabe, Anderson, Earth, Pena, Rodrigo De Oliveira, Kelley, Elizabeth, Mariji, Hodjat, Pouriamanesh, Rasoul, Wu, Wentao, Finocchio, Ross, Alarab, Ismail, Cole, Joshua, Ferreira, Danyelle, Johnson, Bryan, Safdari, Mohammad, Dai, Liangti, Arthornthurasuk, Siriphan, McAlister, Isaac C., Moyano, Alejandro José, Pronin, Alexey, Fan, Jing, Ramirez-Trinidad, Angel, Malysheva, Yana, Pottmaier, Daphiny, Taheri, Omid, Stepanic, Stanley, Perry, Samuel, Askew, Luke, Rodríguez, Raúl Adrián Huerta, Minissi, Ali M. R., Lorena, Ricardo, Iyer, Krishnamurthy, Fasiludeen, Arshad Anil, Clark, Ronald, Ducey, Josh, Piza, Matheus, Somrak, Maja, Vergo, Eric, Qin, Juehang, Borbás, Benjámin, Chu, Eric, Lindsey, Jack, Jallon, Antoine, McInnis, I. M. J., Chen, Evan, Semler, Avi, Gloor, Luk, Shah, Tej, Carauleanu, Marc, Lauer, Pascal, Huy, Tran Đuc, Shahrtash, Hossein, Duc, Emilien, Lewark, Lukas, Brown, Assaf, Albanie, Samuel, Weber, Brian, Vaz, Warren S., Clavier, Pierre, Fan, Yiyang, Silva, Gabriel Poesia Reis e, Long, Lian, Abramovitch, Marcus, Jiang, Xi, Mendoza, Sandra, Islam, Murat, Gonzalez, Juan, Mavroudis, Vasilios, Xu, Justin, Kumar, Pawan, Goswami, Laxman Prasad, Bugas, Daniel, Heydari, Nasser, Jeanplong, Ferenc, Jansen, Thorben, Pinto, Antonella, Apronti, Archimedes, Galal, Abdallah, Ze-An, Ng, Singh, Ankit, Jiang, Tong, Xavier, Joan of Arc, Agarwal, Kanu Priya, Berkani, Mohammed, Zhang, Gang, Du, Zhehang, Junior, Benedito Alves de Oliveira, Malishev, Dmitry, Remy, Nicolas, Hartman, Taylor D., Tarver, Tim, Mensah, Stephen, Loume, Gautier Abou, Morak, Wiktor, Habibi, Farzad, Hoback, Sarah, Cai, Will, Gimenez, Javier, Montecillo, Roselynn Grace, Łucki, Jakub, Campbell, Russell, Sharma, Asankhaya, Meer, Khalida, Gul, Shreen, Gonzalez, Daniel Espinosa, Alapont, Xavier, Hoover, Alex, Chhablani, Gunjan, Vargus, Freddie, Agarwal, Arunim, Jiang, Yibo, Patil, Deepakkumar, Outevsky, David, Scaria, Kevin Joseph, Maheshwari, Rajat, Dendane, Abdelkader, Shukla, Priti, Cartwright, Ashley, Bogdanov, Sergei, Mündler, Niels, Möller, Sören, Arnaboldi, Luca, Thaman, Kunvar, Siddiqi, Muhammad Rehan, Saxena, Prajvi, Gupta, Himanshu, Fruhauff, Tony, Sherman, Glen, Vincze, Mátyás, Usawasutsakorn, Siranut, Ler, Dylan, Radhakrishnan, Anil, Enyekwe, Innocent, Salauddin, Sk Md, Muzhen, Jiang, Maksapetyan, Aleksandr, Rossbach, Vivien, Harjadi, Chris, Bahaloohoreh, Mohsen, Sparrow, Claire, Sidhu, Jasdeep, Ali, Sam, Bian, Song, Lai, John, Singer, Eric, Uro, Justine Leon, Bateman, Greg, Sayed, Mohamed, Menshawy, Ahmed, Duclosel, Darling, Bezzi, Dario, Jain, Yashaswini, Aaron, Ashley, Tiryakioglu, Murat, Siddh, Sheeshram, Krenek, Keith, Shah, Imad Ali, Jin, Jun, Creighton, Scott, Peskoff, Denis, EL-Wasif, Zienab, P V, Ragavendran, Richmond, Michael, McGowan, Joseph, Patwardhan, Tejal, Sun, Hao-Yu, Sun, Ting, Zubić, Nikola, Sala, Samuele, Ebert, Stephen, Kaddour, Jean, Schottdorf, Manuel, Wang, Dianzhuo, Petruzella, Gerol, Meiburg, Alex, Medved, Tilen, ElSheikh, Ali, Hebbar, S Ashwin, Vaquero, Lorenzo, Yang, Xianjun, Poulos, Jason, Zouhar, Vilém, Bogdanik, Sergey, Zhang, Mingfang, Sanz-Ros, Jorge, Anugraha, David, Dai, Yinwei, Nhu, Anh N., Wang, Xue, Demircali, Ali Anil, Jia, Zhibai, Zhou, Yuyin, Wu, Juncheng, He, Mike, Chandok, Nitin, Sinha, Aarush, Luo, Gaoxiang, Le, Long, Noyé, Mickaël, Pantidis, Ioannis, Qi, Tianbo, Purohit, Soham Sachin, Parcalabescu, Letitia, Nguyen, Thai-Hoa, Winata, Genta Indra, Ponti, Edoardo M., Li, Hanchen, Dhole, Kaustubh, Park, Jongee, Abbondanza, Dario, Wang, Yuanli, Nayak, Anupam, Caetano, Diogo M., Wong, Antonio A. W. L., del Rio-Chanona, Maria, Kondor, Dániel, Francois, Pieter, Chalstrey, Ed, Zsambok, Jakob, Hoyer, Dan, Reddish, Jenny, Hauser, Jakob, Rodrigo-Ginés, Francisco-Javier, Datta, Suchandra, Shepherd, Maxwell, Kamphuis, Thom, Zhang, Qizheng, Kim, Hyunjun, Sun, Ruiji, Yao, Jianzhu, Dernoncourt, Franck, Krishna, Satyapriya, Rismanchian, Sina, Pu, Bonan, Pinto, Francesco, Wang, Yingheng, Shridhar, Kumar, Overholt, Kalon J., Briia, Glib, Nguyen, Hieu, David, Bartomeu, Soler, Pang, Tony CY, Wecker, Adam, Xiong, Yifan, Li, Fanfei, Huber, Lukas S., Jaeger, Joshua, De Maddalena, Romano, Lù, Xing Han, Zhang, Yuhui, Beger, Claas, Kon, Patrick Tser Jern, Li, Sean, Sanker, Vivek, Yin, Ming, Liang, Yihao, Zhang, Xinlu, Agrawal, Ankit, Yifei, Li S., Zhang, Zechen, Cai, Mu, Sonmez, Yasin, Cozianu, Costin, Li, Changhao, Slen, Alex, Yu, Shoubin, Park, Hyun Kyu, Sarti, Gabriele, Briański, Marcin, Stolfo, Alessandro, Nguyen, Truong An, Zhang, Mike, Perlitz, Yotam, Hernandez-Orallo, Jose, Li, Runjia, Shabani, Amin, Juefei-Xu, Felix, Dhingra, Shikhar, Zohar, Orr, Nguyen, My Chiffon, Pondaven, Alexander, Yilmaz, Abdurrahim, Zhao, Xuandong, Jin, Chuanyang, Jiang, Muyan, Todoran, Stefan, Han, Xinyao, Kreuer, Jules, Rabern, Brian, Plassart, Anna, Maggetti, Martino, Yap, Luther, Geirhos, Robert, Kean, Jonathon, Wang, Dingsu, Mollaei, Sina, Sun, Chenkai, Yin, Yifan, Wang, Shiqi, Li, Rui, Chang, Yaowen, Wei, Anjiang, Bizeul, Alice, Wang, Xiaohan, Arrais, Alexandre Oliveira, Mukherjee, Kushin, Chamorro-Padial, Jorge, Liu, Jiachen, Qu, Xingyu, Guan, Junyi, Bouyamourn, Adam, Wu, Shuyu, Plomecka, Martyna, Chen, Junda, Tang, Mengze, Deng, Jiaqi, Subramanian, Shreyas, Xi, Haocheng, Chen, Haoxuan, Zhang, Weizhi, Ren, Yinuo, Tu, Haoqin, Kim, Sejong, Chen, Yushun, Marjanović, Sara Vera, Ha, Junwoo, Luczyna, Grzegorz, Ma, Jeff J., Shen, Zewen, Song, Dawn, Zhang, Cedegao E., Wang, Zhun, Gendron, Gaël, Xiao, Yunze, Smucker, Leo, Weng, Erica, Lee, Kwok Hao, Ye, Zhe, Ermon, Stefano, Lopez-Miguel, Ignacio D., Knights, Theo, Gitter, Anthony, Park, Namkyu, Wei, Boyi, Chen, Hongzheng, Pai, Kunal, Elkhanany, Ahmed, Lin, Han, Siedler, Philipp D., Fang, Jichao, Mishra, Ritwik, Zsolnai-Fehér, Károly, Jiang, Xilin, Khan, Shadab, Yuan, Jun, Jain, Rishab Kumar, Lin, Xi, Peterson, Mike, Wang, Zhe, Malusare, Aditya, Tang, Maosen, Gupta, Isha, Fosin, Ivan, Kang, Timothy, Dworakowska, Barbara, Matsumoto, Kazuki, Zheng, Guangyao, Sewuster, Gerben, Villanueva, Jorge Pretel, Rannev, Ivan, Chernyavsky, Igor, Chen, Jiale, Banik, Deepayan, Racz, Ben, Dong, Wenchao, Wang, Jianxin, Bashmal, Laila, Gonçalves, Duarte V., Hu, Wei, Bar, Kaushik, Bohdal, Ondrej, Patlan, Atharv Singh, Dhuliawala, Shehzaad, Geirhos, Caroline, Wist, Julien, Kansal, Yuval, Chen, Bingsen, Tire, Kutay, Yücel, Atak Talay, Christof, Brandon, Singla, Veerupaksh, Song, Zijian, Chen, Sanxing, Ge, Jiaxin, Ponkshe, Kaustubh, Park, Isaac, Shi, Tianneng, Ma, Martin Q., Mak, Joshua, Lai, Sherwin, Moulin, Antoine, Cheng, Zhuo, Zhu, Zhanda, Zhang, Ziyi, Patil, Vaidehi, Jha, Ketan, Men, Qiutong, Wu, Jiaxuan, Zhang, Tianchi, Vieira, Bruno Hebling, Aji, Alham Fikri, Chung, Jae-Won, Mahfoud, Mohammed, Hoang, Ha Thi, Sperzel, Marc, Hao, Wei, Meding, Kristof, Xu, Sihan, Kostakos, Vassilis, Manini, Davide, Liu, Yueying, Toukmaji, Christopher, Paek, Jay, Yu, Eunmi, Demircali, Arif Engin, Sun, Zhiyi, Dewerpe, Ivan, Qin, Hongsen, Pflugfelder, Roman, Bailey, James, Morris, Johnathan, Heilala, Ville, Rosset, Sybille, Yu, Zishun, Chen, Peter E., Yeo, Woongyeong, Jain, Eeshaan, Yang, Ryan, Chigurupati, Sreekar, Chernyavsky, Julia, Reddy, Sai Prajwal, Venugopalan, Subhashini, Batra, Hunar, Park, Core Francisco, Tran, Hieu, Maximiano, Guilherme, Zhang, Genghan, Liang, Yizhuo, Shiyu, Hu, Xu, Rongwu, Pan, Rui, Suresh, Siddharth, Liu, Ziqi, Gulati, Samaksh, Zhang, Songyang, Turchin, Peter, Bartlett, Christopher W., Scotese, Christopher R., Cao, Phuong M., Nattanmai, Aakaash, McKellips, Gordon, Cheraku, Anish, Suhail, Asim, Luo, Ethan, Deng, Marvin, Luo, Jason, Zhang, Ashley, Jindel, Kavin, Halevy, Kasper, Baranov, Allen, Liu, Michael, Avadhanam, Advaith, Zhang, David, Ma, Brad, Fu, Evan, Do, Liam, Lass, Joshua, Yang, Hubert, Sunkari, Surya, Bharath, Vishruth, Ai, Violet, Leung, James, Agrawal, Rishit, Zhou, Alan, Chen, Kevin, Kalpathi, Tejas, Xu, Ziqi, Wang, Gavin, Xiao, Tyler, Maung, Erik, Lee, Sam, Yue, Roy, Zhao, Ben, Yoon, Julia, Sun, Sunny, Singh, Aryan, Peng, Clark, Osbey, Tyler, Wang, Taozhi, Echeazu, Daryl, Wu, Timothy, Patel, Spandan, Kulkarni, Vidhi, Sundarapandiyan, Vijaykaarti, Le, Andrew, Nasim, Zafir, Yalam, Srikar, Kasamsetty, Ritesh, Samal, Soham, Sun, David, Shah, Nihar, Saha, Abhijeet, Zhang, Alex, Nguyen, Leon, Nagumalli, Laasya, Wang, Kaixin, Wu, Aidan, Telluri, Anwith, Yue, Summer, Wang, Alexandr, Hendrycks, Dan

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2501.14249

Bootstrapping Language-Guided Navigation Learning with Self-Refining Data Flywheel

Authors: Wang, Zun, Li, Jialu, Hong, Yicong, Li, Songze, Li, Kunchang, Yu, Shoubin, Wang, Yi, Qiao, Yu, Wang, Yali, Bansal, Mohit, Wang, Limin

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2412.08467

Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level

Authors: Deng, Andong, Chen, Tongjia, Yu, Shoubin, Yang, Taojiannan, Spencer, Lincoln, Tian, Yapeng, Mian, Ajmal Saeed, Bansal, Mohit, Chen, Chen

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence

Access URL: http://arxiv.org/abs/2411.09921

SAFREE: Training-Free and Adaptive Guard for Safe Text-to-Image And Video Generation

Authors: Yoon, Jaehong, Yu, Shoubin, Patil, Vaidehi, Yao, Huaxiu, Bansal, Mohit

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2410.12761

VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos

Authors: Wang, Ziyang, Yu, Shoubin, Stengel-Eskin, Elias, Yoon, Jaehong, Cheng, Feng, Bertasius, Gedas, Bansal, Mohit

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.19209

RACCooN: A Versatile Instructional Video Editing Framework with Auto-Generated Narratives

Authors: Yoon, Jaehong, Yu, Shoubin, Bansal, Mohit

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2405.18406

STAR: A Benchmark for Situated Reasoning in Real-World Videos

Authors: Wu, Bo, Yu, Shoubin, Chen, Zhenfang, Tenenbaum, Joshua B, Gan, Chuang

Subject Terms: Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2405.09711

CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion

Authors: Yu, Shoubin, Yoon, Jaehong, Bansal, Mohit

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language

Access URL: http://arxiv.org/abs/2402.05889

A Simple LLM Framework for Long-Range Video Question-Answering

Authors: Zhang, Ce, Lu, Taixi, Islam, Md Mohaiminul, Wang, Ziyang, Yu, Shoubin, Bansal, Mohit, Bertasius, Gedas

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2312.17235

Self-Chained Image-Language Model for Video Localization and Question Answering

Authors: Yu, Shoubin, Cho, Jaemin, Yadav, Prateek, Bansal, Mohit

Subject Terms: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence, Computer Science - Computation and Language, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2305.06988

Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection

Authors: Yu, Shoubin, Zhao, Zhongyin, Fang, Haoshu, Deng, Andong, Su, Haisheng, Wang, Dongliang, Gan, Weihao, Lu, Cewu, Wu, Wei

Subject Terms: Computer Science - Computer Vision and Pattern Recognition

Access URL: http://arxiv.org/abs/2112.03649

Regularity Learning via Explicit Distribution Modeling for Skeletal Video Anomaly Detection

Authors: Yu, Shoubin, Zhao, Zhongyin, Fang, Haoshu, Deng, Andong, Su, Haisheng, Wang, Dongliang, Gan, Weihao, Lu, Cewu, Wu, Wei

Source: IEEE Transactions on Circuits and Systems for Video Technology; August 2024, Vol. 34 Issue: 8 p6661-6673, 13p