Zobrazeno 1 - 10
of 12 292
pro vyhledávání: '"A Regev"'
Autor:
Wang, Chenyu, Uehara, Masatoshi, He, Yichun, Wang, Amy, Biancalani, Tommaso, Lal, Avantika, Jaakkola, Tommi, Levine, Sergey, Wang, Hanchen, Regev, Aviv
Recent studies have demonstrated the strong empirical performance of diffusion models on discrete sequences across domains from natural language to biological sequence generation. For example, in the protein inverse folding task, conditional diffusio
Externí odkaz:
http://arxiv.org/abs/2410.13643
Autor:
Intrator, Yotam, Kelner, Ori, Cohen, Regev, Goldenberg, Roman, Rivlin, Ehud, Freedman, Daniel
Information retrieval (IR) methods, like retrieval augmented generation, are fundamental to modern applications but often lack statistical guarantees. Conformal prediction addresses this by retrieving sets guaranteed to include relevant information,
Externí odkaz:
http://arxiv.org/abs/2410.02914
Autor:
Bunne, Charlotte, Roohani, Yusuf, Rosen, Yanay, Gupta, Ankit, Zhang, Xikun, Roed, Marcel, Alexandrov, Theo, AlQuraishi, Mohammed, Brennan, Patricia, Burkhardt, Daniel B., Califano, Andrea, Cool, Jonah, Dernburg, Abby F., Ewing, Kirsty, Fox, Emily B., Haury, Matthias, Herr, Amy E., Horvitz, Eric, Hsu, Patrick D., Jain, Viren, Johnson, Gregory R., Kalil, Thomas, Kelley, David R., Kelley, Shana O., Kreshuk, Anna, Mitchison, Tim, Otte, Stephani, Shendure, Jay, Sofroniew, Nicholas J., Theis, Fabian, Theodoris, Christina V., Upadhyayula, Srigokul, Valer, Marc, Wang, Bo, Xing, Eric, Yeung-Levy, Serena, Zitnik, Marinka, Karaletsos, Theofanis, Regev, Aviv, Lundberg, Emma, Leskovec, Jure, Quake, Stephen R.
The cell is arguably the most fundamental unit of life and is central to understanding biology. Accurate modeling of cells is important for this understanding as well as for determining the root causes of disease. Recent advances in artificial intell
Externí odkaz:
http://arxiv.org/abs/2409.11654
Recent advancements in generative models have revolutionized image generation and editing, making these tasks accessible to non-experts. This paper focuses on local image editing, particularly the task of adding new content to a loosely specified are
Externí odkaz:
http://arxiv.org/abs/2409.08272
Autor:
Li, Xiner, Zhao, Yulai, Wang, Chenyu, Scalia, Gabriele, Eraslan, Gokcen, Nair, Surag, Biancalani, Tommaso, Ji, Shuiwang, Regev, Aviv, Levine, Sergey, Uehara, Masatoshi
Diffusion models excel at capturing the natural design spaces of images, molecules, DNA, RNA, and protein sequences. However, rather than merely generating designs that are natural, we often aim to optimize downstream reward functions while preservin
Externí odkaz:
http://arxiv.org/abs/2408.08252
Video generation has drawn significant interest recently, pushing the development of large-scale models capable of producing realistic videos with coherent motion. Due to memory constraints, these models typically generate short video segments that a
Externí odkaz:
http://arxiv.org/abs/2407.15153
The pursuit of high perceptual quality in image restoration has driven the development of revolutionary generative models, capable of producing results often visually indistinguishable from real data. However, as their perceptual quality continues to
Externí odkaz:
http://arxiv.org/abs/2405.16475
Autor:
Belhasin, Omer, Kligvasser, Idan, Leifman, George, Cohen, Regev, Rainaldi, Erin, Cheng, Li-Fang, Verma, Nishant, Varghese, Paul, Rivlin, Ehud, Elad, Michael
Analyzing the cardiovascular system condition via Electrocardiography (ECG) is a common and highly effective approach, and it has been practiced and perfected over many decades. ECG sensing is non-invasive and relatively easy to acquire, and yet it i
Externí odkaz:
http://arxiv.org/abs/2405.11566
It is now possible to conduct large scale perturbation screens with complex readout modalities, such as different molecular profiles or high content cell images. While these open the way for systematic dissection of causal cell circuits, integrated s
Externí odkaz:
http://arxiv.org/abs/2405.00838
Autor:
Szulc, Asaf, Regev, Ido
The origin of the transition from asymptotically reversible to asymptotically irreversible response in amorphous solids subject to oscillatory shear is still unknown. It is known that the plastic events that result from shearing always involve locali
Externí odkaz:
http://arxiv.org/abs/2404.15106