Kavli Affiliate: Xiang Zhang | First 5 Authors: Haiyang Xu, Yu Lei, Zeyuan Chen, Xiang Zhang, Yue Zhao | Summary: We present Bayesian Diffusion Models (BDM), a prediction algorithm that performs effective Bayesian inference by tightly coupling the top-down (prior) information with the bottom-up (data-driven) procedure via joint diffusion processes. We show the effectiveness of […]
Kavli Affiliate: Xiang Zhang | First 5 Authors: Haiyang Xu, Yu Lei, Zeyuan Chen, Xiang Zhang, Yue Zhao | Summary: We present Bayesian Diffusion Models (BDM), a prediction algorithm that performs effective Bayesian inference by tightly coupling the top-down (prior) information with the bottom-up (data-driven) procedure via joint diffusion processes. We show the effectiveness of […]
Kavli Affiliate: Claudio Ricci | First 5 Authors: Kristína Kallová, Peter G. Boorman, Claudio Ricci, , | Summary: X-ray spectroscopy of heavily obscured Active Galactic Nuclei (AGN) offers a unique opportunity to study the circum-nuclear environment of accreting supermassive black holes (SMBHs). However, individual models describing the obscurer have unique parameter spaces that give distinct […]
Kavli Affiliate: Anirvan Nandy | Authors: Mitchell P Morton, Sachira Denagamage, Nyomi V Hudson and Anirvan S Nandy | Summary: A prevailing assumption in our understanding of how neurons in the primary visual cortex (V1) integrate contextual information is that such processes are spatially uniform. Conversely, perceptual phenomena such as visual crowding, the impaired ability […]
Kavli Affiliate: Elena Gracheva | Authors: Sarah M Mohr, Rafael Dai Pra, Maryann P Platt, Viktor V Feketa, Marya Shanabrough, Luis Varela, Ashley Kristant, Haoran Cao, Dana K Merriman, Tamas L Horvath, Sviatoslav N Bagriantsev and Elena O Gracheva | Summary: Mammalian hibernators survive prolonged periods of cold and resource scarcity by temporarily modulating normal […]
Kavli Affiliate: Vikaas Sohal | Authors: Aarron Justin Phensy, Lara Louise Hagopian and Vikaas Singh Sohal | Summary: The prefrontal cortex (PFC) is required for many cognitive processes that are disrupted in conditions such as schizophrenia. The PFC is composed of neuronal networks which are organized by both local microcircuitry and inter-regional projections, within which […]
Kavli Affiliate: Zheng Zhu | First 5 Authors: Guosheng Zhao, Xiaofeng Wang, Zheng Zhu, Xinze Chen, Guan Huang | Summary: World models have demonstrated superiority in autonomous driving, particularly in the generation of multi-view driving videos. However, significant challenges still exist in generating customized driving videos. In this paper, we propose DriveDreamer-2, which builds upon […]
Kavli Affiliate: Zheng Zhu | First 5 Authors: Guosheng Zhao, Xiaofeng Wang, Zheng Zhu, Xinze Chen, Guan Huang | Summary: World models have demonstrated superiority in autonomous driving, particularly in the generation of multi-view driving videos. However, significant challenges still exist in generating customized driving videos. In this paper, we propose DriveDreamer-2, which builds upon […]
Kavli Affiliate: Jia Liu | First 5 Authors: Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu | Summary: We investigate non-collaborative dialogue agents, which are expected to engage in strategic conversations with diverse users, for securing a mutual agreement that leans favorably towards the system’s objectives. This poses two main challenges for existing […]
Kavli Affiliate: Jia Liu | First 5 Authors: Tong Zhang, Chen Huang, Yang Deng, Hongru Liang, Jia Liu | Summary: We investigate non-collaborative dialogue agents that must engage in tailored strategic planning for diverse users to secure a favorable agreement. This poses challenges for existing dialogue agents due to two main reasons: their inability to […]