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Dimensions underlying the representational alignment of deep neural networks with humans
Mahner, Florian P. ; Muttenthaler, Lukas ; Güçlü, Umut ; Hebart, Martin
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Robust virtual staining of landmark organelles with Cytoland
Liu, Ziwen ; Hirata-Miyasaki, Eduardo ; Pradeep, Soorya ; Rahm, Johanna V. ; Foley, Christian ; Chandler, Talon ; Ivanov, Ivan E. ; Woosley, Hunter O. ; Lee, See-Chi ; Khadka, Sudip ; Lao, Tiger ; Balasubramanian, Akilandeswari ; Marreiros, Rita ; Liu, Chad ; Januel, Camille ; Leonetti, Manuel D. ; Aviner, Ranen ; Arias, Carolina ; Jacobo, Adrian ; Mehta, Shalin B.
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The future of open human feedback
Don-Yehiya, Shachar ; Burtenshaw, Ben ; Fernandez Astudillo, Ramon ; Osborne, Cailean ; Jaiswal, Mimansa ; Kuo, Tzu-Sheng ; Zhao, Wenting ; Shenfeld, Idan ; Peng, Andi ; Yurochkin, Mikhail ; Kasirzadeh, Atoosa ; Huang, Yangsibo ; Hashimoto, Tatsunori ; Jernite, Yacine ; Vila-Suero, Daniel ; Abend, Omri ; Ding, Jennifer ; Hooker, Sara ; Rose Kirk, Hannah ; Choshen, Leshem
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A roadmap for AI in robotics
Billard, Aude ; Albu-Schaeffer, Alin ; Beetz, Michael ; Burgard, Wolfram ; Corke, Peter I. ; Ciocarlie, Matei ; Dahiya, Ravinder ; Kragic, Danica ; Goldberg, Ken ; Nagai, Yukie ; Scaramuzza, Davide
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Generalized biological foundation model with unified nucleic acid and protein language
He, Yong ; Fang, Pan ; Shan, Yongtao ; Pan, Yuanfei ; Wei, Yanhong ; Chen, Yichang ; Chen, Yihao ; Liu, Yi ; Zeng, Zhenyu ; Zhou, Zhan ; Zhu, Feng ; Holmes, Edward C. ; Ye, Jieping ; Li, Jun ; Shu, Yuelong ; Shi, Mang ; Li, Zhaorong
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Learning vision-based agile flight via differentiable physics
Zhang, Yuang ; Hu, Yu ; Song, Yunlong ; Zou, Danping ; Lin, Weiyao
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Mask-prior-guided denoising diffusion improves inverse protein folding
Bai, Peizhen ; Miljković, Filip ; Liu, Xianyuan ; Maria, Leonardo De ; Croasdale-Wood, Rebecca ; Rackham, Owen ; Lu, Haiping
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A new perspective on the simulation of stochastic problems in fluid mechanics with diffusion models
Guastoni, Luca ; Vinuesa, Ricardo
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Why design choices matter in recommender systems
Kruse, Johannes ; Lindskow, Kasper ; Andersen, Michael Riis ; Frellsen, Jes
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Human-like object concept representations emerge naturally in multimodal large language models
Du, Changde ; Fu, Kaicheng ; Wen, Bincheng ; Sun, Yi ; Peng, Jie ; Wei, Wei ; Gao, Ying ; Wang, Shengpei ; Zhang, Chuncheng ; Li, Jinpeng ; Qiu, Shuang ; Chang, Le ; He, Huiguang
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Transforming machines capable of continuous 3D shape morphing and locking
Xu, Shiwei ; Hu, Xiaonan ; Yang, Ruoxi ; Zang, Chuanqi ; Li, Lei ; Xiao, Yue ; Liu, Wenbo ; Tian, Bocheng ; Pang, Wenbo ; Bo, Renheng ; Liu, Qing ; Yang, Youzhou ; Lai, Yuchen ; Wu, Jun ; Zhao, Huichan ; Wen, Li ; Zhang, Yihui
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InstaNovo enables diffusion-powered de novo peptide sequencing in large-scale proteomics experiments
Eloff, Kevin ; Kalogeropoulos, Konstantinos ; Mabona, Amandla ; Morell, Oliver ; Catzel, Rachel ; Rivera-de-Torre, Esperanza ; Berg Jespersen, Jakob ; Williams, Wesley ; Beljouw, Sam P. B. van ; Skwark, Marcin J. ; Laustsen, Andreas Hougaard ; Brouns, Stan J. J. ; Ljungars, Anne ; Schoof, Erwin M. ; Goey, Jeroen Van ; auf dem Keller, Ulrich ; Beguir, Karim ; Lopez Carranza, Nicolas ; Jenkins, Timothy P.
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Advancing molecular machine learning representations with stereoelectronics-infused molecular graphs
Boiko, Daniil A. ; Reschützegger, Thiago ; Sanchez-Lengeling, Benjamin ; Blau, Samuel M. ; Gomes, Gabe
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Localizing AI in the global south
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Deep spectral component filtering as a foundation model for spectral analysis demonstrated in metabolic profiling
Xue, Bingsen ; Bi, Xinyuan ; Dong, Zheyi ; Xu, Yunzhe ; Liang, Minghui ; Fang, Xin ; Yuan, Yizhe ; Wang, Ruoxi ; Liu, Shuyu ; Jiao, Rushi ; Chen, Yuze ; Zu, Weitao ; Wang, Chengxiang ; Zhang, Jianhao ; Liu, Jiang ; Zhang, Qin ; Yuan, Ye ; Xu, Midie ; Zhang, Ya ; Wang, Yanfeng ; Ye, Jian ; Jin, Cheng
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Compositional pretraining improves computational efficiency and matches animal behaviour on complex tasks
Hocker, David ; Constantinople, Christine M. ; Savin, Cristina
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A personalized time-resolved 3D mesh generative model for unveiling normal heart dynamics
Qiao, Mengyun ; McGurk, Kathryn A. ; Wang, Shuo ; Matthews, Paul M. ; O’Regan, Declan P. ; Bai, Wenjia
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Back to recurrent processing at the crossroad of transformers and state-space models
Tiezzi, Matteo ; Casoni, Michele ; Betti, Alessandro ; Guidi, Tommaso ; Gori, Marco ; Melacci, Stefano
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Bridging chemistry and artificial intelligence by a reaction description language
Xiong, Jiacheng ; Zhang, Wei ; Wang, Yinquan ; Huang, Jiatao ; Shi, Yuqi ; Xu, Mingyan ; Li, Manjia ; Fu, Zunyun ; Kong, Xiangtai ; Wang, Yitian ; Xiong, Zhaoping ; Zheng, Mingyue
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Generating 3D small binding molecules using shape-conditioned diffusion models with guidance
Chen, Ziqi ; Peng, Bo ; Zhai, Tianhua ; Adu-Ampratwum, Daniel ; Ning, Xia