The Eumorphia Summer School / EMBO Lecture Course (ESS/ELC) will be a highlyinteractive lecture course with as its primary mission the training and education ofscientists for the use of mouse models of human disease. This summer school willprovide a solid theoretical basis that students and fellows will need forexperimentation in the area of mouse functional genomics. The ESS/EL...

We propose a Spatiotemporal Sampling Network (STSN) that uses deformable convolutions across time for object detection in videos. Our STSN performs object detection in a video frame by learning to spatially sample features from the adjacent frames. This naturally renders the approach robust to occlusion or motion blur in individual frames. Our framework does not require additional supervision, ...

Microsurgical training is fundamental to training in plastic and reconstructive surgery. Innovative methods are required that are simple, accessible and cheap to replicate intraoperative experience as well as enable practice in this technically demanding activity. Prior to embarking on loupes-only microsurgery, it has been suggested that intensive training under the microscope is essential.1 Th...

An artificial Neural Network (ANN) is a well known universal approximator to model smooth and continuous functions (Brown & Harris, 1994). As ANNs can realize nonlinear models, they are flexible in modeling a wide variety of real-world complex applications, such as handwriting recognition, speech recognition, fault detection, medical inspection (Zhang, 2000), etc. ANNs being applied for pattern...

The performance of automatic speech recognition can often be significantly improved by combining multiple systems together. Though beneficial, ensemble methods can be computationally expensive, often requiring multiple decoding runs. An alternative approach, appropriate for deep learning schemes, is to adopt student-teacher training. Here, a student model is trained to reproduce the outputs of ...

in this paper we proved that every g-riesz basis for hilbert space $h$ with respect to $k$ by adding a condition is a riesz basis for hilbert $b(k)$-module $b(h,k)$. this is an extension of [a. askarizadeh,m. a. dehghan, {em g-frames as special frames}, turk. j. math., 35, (2011) 1-11]. also, we derived similar results for g-orthonormal and orthogonal bases. some relationships between dual fram...