Program

 

MONDAY, July 31
10:00-10:30 The Elastic AI Ecosystem - An Open Platform for Embedded Deep Learning Research
Gregor Schiele
10:30-11:00 Distributed Tracing for the Troubleshooting of Native Cloud Applications via Rule-Induction Systems
Arnak Poghosyan
11:00-11:30 BREAK
11:30-12:00 Genetic Variability and Disease Resistance Analysis of Grapevine from Armenia
Emma Hovhannisyan
12:00-12:30 Guaranteed Optimal Generative Modeling with Maximum Deviation from the Empirical Distribution
Elen Vardanyan
12:30-14:00 BREAK
14:00-14:30 Challenges and Experiences in Designing Interpretable KPI-diagnostics for Cloud Applications
Ashot Harutyunyan
14:30-15:00 Hardware-Aware Neural Architecture Search for Digital Audio Effects
Christopher Ringhofer
15:00-15:30 BREAK
15:30-16:00 Deep Learning Based Old Photo Restoration and Colorization Web Service
Narek Okroyan, Karen Petrosyan

 

TUESDAY, August 1
10:00-10:30 Using a Depster Shafer Classifier
Nelson Baloian
10:30-11:00 Predicting Pathologic Complete Response to Neoadjuvant Treatment in HER2-Positive Breast Cancer Using Interpretable Classification
Sergio Peñafiel
11:00-11:30 BREAK
11:30-12:00 Quantised Transformer Models for Time Series Analysis
Tianheng Ling
12:00-12:30 Smaller3d: Smaller Models for 3D Semantic Segmentation Using Minkowski Engine and Knowledge Distillation Methods
Alen Adamyan
12:30-14:00 BREAK
14:00-14:30 Rib Fracture Detection on Chest CT Scans Using Neural Networks: The Impact of Image Processing on the Detection Results
Emma Minasyan, Diana Nersesyan, Diana Sargsyan
14:30-15:00 Energy efficient LSTM cells for Embedded FPGAs
Chao Qian

 

WEDNESDAY, August 2
10:00-10:30 Power-Efficient Spike Sorting for Brain Computer Interfaces / Online Learning for Embedded Hardware Accelerators
Leo Buron
10:30-11:00 Disease Classification on Encrypted Retina Scan Images using Neural Network
Anri Abrahamyan, Elina Israyelyan, Hovhannes Manushyan
11:00-11:30 BREAK
11:30-12:00 Estimation of High-Dimensional Inverse Covariance Matrices: Methods and Applications
Vahe Avagyan
12:00-12:30 XAI Research Directions and Challenges within the Public Sector and Recent 4.0 Initiatives - An Overview
Wolfram Luther (remote)
12:30-14:00 BREAK
14:00-16:00 MEETING WITH STUDENTS