Delving into the Estimation Shift of Batch Normalization in a Network

Kavli Affiliate: Yi Zhou | First 5 Authors: Lei Huang, Yi Zhou, Tian Wang, Jie Luo, Xianglong Liu | Summary: Batch normalization (BN) is a milestone technique in deep learning. It normalizes the activation using mini-batch statistics during training but the estimated population statistics during inference. This paper focuses on investigating the estimation of population […]


Continue.. Delving into the Estimation Shift of Batch Normalization in a Network

Adversarial domain translation networks for fast and accurate integration of large-scale atlas-level single-cell datasets

Kavli Affiliate: Angela Wu | Authors: Jia Zhao, Gefei Wang, Jingsi Ming, Zhixiang Lin, Yang Wang, The Tabula Microcebus Consortium, Angela Ruohao Wu and Can Yang | Summary: The rapid emergence of large-scale atlas-level single-cell RNA-seq datasets presents remarkable opportunities for broad and deep biological investigations through integrative analyses. However, harmonizing such datasets requires integration […]


Continue.. Adversarial domain translation networks for fast and accurate integration of large-scale atlas-level single-cell datasets

ASD modelling in organoids reveals imbalance of excitatory cortical neuron subtypes during early neurogenesis

Kavli Affiliate: Flora Vaccarino | Authors: Alexandre Jourdon, Feinan Wu, Jessica Mariani, Davide Capauto, Scott Norton, Livia Tomasini, Anahita Amiri, Milovan Suvakov, Jeremy Schreiner, Yeongjun Jang, Cindy Khanh Nguyen, Elise M Cummings, Gloria Han, Kelly Powell, Anna Szekely, James C McPartland, Kevin Pelphrey, Katarzyna Chawarska, Pamela Ventola, Alexej Abyzov and Flora M Vaccarino | Summary: […]


Continue.. ASD modelling in organoids reveals imbalance of excitatory cortical neuron subtypes during early neurogenesis

On the Connection between Supermassive Black Hole and Galaxy Growth in the Reionization Epoch

Kavli Affiliate: Kohei Inayoshi | First 5 Authors: Junyao Li, John D. Silverman, Takuma Izumi, Wanqiu He, Masayuki Akiyama | Summary: The correlation between the mass of supermassive black holes (SMBHs; $mathcal{M}_{rm BH}$) and their host galaxies ($mathcal{M}_star$) in the reionization epoch provides valuable constraints on how their growth are jointly assembled in the early […]


Continue.. On the Connection between Supermassive Black Hole and Galaxy Growth in the Reionization Epoch

Absorption Variability of the Highly Obscured Active Galactic Nucleus NGC 4507

Kavli Affiliate: Claudio Ricci | First 5 Authors: Arghajit Jana, Claudio Ricci, Sachindra Naik, Atsushi Tanimoto, Neeraj Kumari | Summary: We present a detailed study of the highly obscured active galaxy NGC 4507, performed using four Nuclear Spectroscopic Telescope Array (NuSTAR) observations carried out between May and August in 2015 (~ 130 ks in total). […]


Continue.. Absorption Variability of the Highly Obscured Active Galactic Nucleus NGC 4507

Persistent postnatal migration of interneurons into the human entorhinal cortex

Kavli Affiliate: Arturo Alvarez-Buylla | Authors: Marcos Assis Nascimento, Sean Biagiotti, Vicente Herranz-Perez, Raymund Bueno, Chun Jimmie Ye, Taylor Abel, Juan S Rubio Moll, Jose Manuel Garcia-Verdugo, Eric J. Huang, Arturo Alvarez-Buylla and Shawn F Sorrells | Summary: The entorhinal cortex (EC) is a highly-interconnected hub for multisensory integration and memory processing1-3, containing diverse neuronal […]


Continue.. Persistent postnatal migration of interneurons into the human entorhinal cortex

KAT5 activity regulates G0-like states in human gliomas

Kavli Affiliate: Jin Kang | Authors: Anca Mihalas, Sonali Arora, Samantha O’Connor, Heather Feldman, John Bassett, Kelly Mitchell, Kang Jin, Pia Hoellerbauer, Melissa Ling, Wesley Jenkins, Megan Kufeld, Philip Corrin, Lucas Carter, Bruce J Aronow, Christopher J Plaisier, Anoop Patel and PATRICK PADDISON | Summary: In solid tumors, G0-like cell populations likely play important roles […]


Continue.. KAT5 activity regulates G0-like states in human gliomas

Galactic angular momentum in the IllustrisTNG simulation — I. Connection to morphology, halo spin, and black hole mass

Kavli Affiliate: Mark Vogelsberger | First 5 Authors: Vicente Rodriguez-Gomez, Shy Genel, S. Michael Fall, Annalisa Pillepich, Marc Huertas-Company | Summary: We use the TNG100 simulation of the IllustrisTNG project to investigate the stellar specific angular momenta ($j_{ast}$) of $sim$12~000 central galaxies at $z=0$ in a full cosmological context, with stellar masses ($M_{ast}$) ranging from […]


Continue.. Galactic angular momentum in the IllustrisTNG simulation — I. Connection to morphology, halo spin, and black hole mass

Advancing the Landscape of Multimessenger Science in the Next Decade

Kavli Affiliate: David Shoemaker | First 5 Authors: Kristi Engel, Tiffany Lewis, Marco Stein Muzio, Tonia M. Venters, Markus Ahlers | Summary: The last decade has brought about a profound transformation in multimessenger science. Ten years ago, facilities had been built or were under construction that would eventually discover the nature of objects in our […]


Continue.. Advancing the Landscape of Multimessenger Science in the Next Decade