Benjamin Bergner
YOU?
Author Swipe
View article: Token Cropr: Faster ViTs for Quite a Few Tasks
Token Cropr: Faster ViTs for Quite a Few Tasks Open
The adoption of Vision Transformers (ViTs) in resource-constrained applications necessitates improvements in inference throughput. To this end several token pruning and merging approaches have been proposed that improve efficiency by succe…
View article: Modern perspective of the Rice Diet for hypertension and other metabolic diseases
Modern perspective of the Rice Diet for hypertension and other metabolic diseases Open
Background In the early 1940s, before antihypertensive drugs were available, the Rice Diet Programme (RDP) was developed to treat severe hypertension and, later, diabetes and obesity. Despite significant advancements in dietary management …
View article: <i>In situ</i> neutron diffraction to investigate the solid-state synthesis of Ni-rich cathode materials
<i>In situ</i> neutron diffraction to investigate the solid-state synthesis of Ni-rich cathode materials Open
Studying chemical reactions in real time can provide unparalleled insight into the evolution of intermediate species and can provide guidance to optimize the reaction conditions. For solid-state synthesis reactions, powder diffraction has …
View article: Iterative Patch Selection for High-Resolution Image Recognition
Iterative Patch Selection for High-Resolution Image Recognition Open
High-resolution images are prevalent in various applications, such as autonomous driving and computer-aided diagnosis. However, training neural networks on such images is computationally challenging and easily leads to out-of-memory errors…
View article: Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation
Less Is More: A Comparison of Active Learning Strategies for 3D Medical Image Segmentation Open
Since labeling medical image data is a costly and labor-intensive process, active learning has gained much popularity in the medical image segmentation domain in recent years. A variety of active learning strategies have been proposed in t…
View article: Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays
Interpretable and Interactive Deep Multiple Instance Learning for Dental Caries Classification in Bitewing X-rays Open
We propose a simple and efficient image classification architecture based on deep multiple instance learning, and apply it to the challenging task of caries detection in dental radiographs. Technically, our approach contributes in two ways…
View article: Is Nitrogen Present in Li<sub>3</sub>N·P<sub>2</sub>S<sub>5</sub> Solid Electrolytes Produced by Ball Milling?
Is Nitrogen Present in Li<sub>3</sub>N·P<sub>2</sub>S<sub>5</sub> Solid Electrolytes Produced by Ball Milling? Open
Nitrogenous solid electrolytes such as lithium phosphorus oxynitride (LiPON) have effectual interfacial compatibility with lithium metal; in part, this has enabled the development of thin-film solid-state batteries with excellent long-term…
View article: Potassium Salts as Electrolyte Additives in Lithium–Oxygen Batteries
Potassium Salts as Electrolyte Additives in Lithium–Oxygen Batteries Open
The stabilization of the intermediates formed during oxygen reduction reaction and their efficient
\nsolubilization and diffusion is a crucial issue that needs to be improved in non-aqueous lithium
\noxygen batteries. By adding 0.1 M K+ (a…
View article: Understanding the fundamentals of redox mediators in Li–O<sub>2</sub> batteries: a case study on nitroxides
Understanding the fundamentals of redox mediators in Li–O<sub>2</sub> batteries: a case study on nitroxides Open
An electrochemical model is derived for the charging of Li–O2 batteries with dissolved redox mediators and applied to selected nitroxides.