Fraunhofer Institute for Industrial Mathematics ITWM| 04.07.2019 | Dominik Loroch (Fraunhofer ITWM) Deep Learning is a Highly Parallelizable Task : Overview on Distributed Deep Learning More on the talk |
| 11.07.2019 | Dushyant Mehta (Max Planck Institute for Informatics) Emergence of Implicit Filter Sparsity in Convolutional Neural Networks: Examining the Causes and Implications More on the talk |
| 22.08.2019 | Valentin Tschannen (Fraunhofer ITWM) Adapting Deep Neural Classifiers to New Unlabelled Datasets with Adversarial Regularization More on the talk |
| 29.08.2019 | Dominik Straßel (Fraunhofer ITWM): AI and the GDPR – Principles to Remember More on the talk |
| 05.09.2019 | Yang Yang (Fraunhofer ITWM): Parallel Iterative Optimization Algorithms for Large-Scale Empirical Minimization Problem More on the talk |
| 12.09.2019 | Seminar cancelled |
| 19.09.2019 | Caroline König (COEVA DATA) Optimizing Asset Managment Using Machine Learning Approaches More on the talk |
| 26.09.2019 | Seminar cancelled |
| 10.10.2019 | Dominik Loroch (Fraunhofer ITWM) Advanced Deep Learning Acceleration Strategies: An Overview on Recent Papers about Accelerating DL Workloads More on the talk |
| 17.10.2019 | Ricard Durall Lopez (Fraunhofer ITWM) Few-Shot Attribute Transfer More on the talk |
| 24.10.2019 | Seminar cancelled |
| 31.10.2019 | Seminar cancelled |
| 07.11.2019 | Seminar cancelled |
| 14.11.2019 | Avraam Chatzimichailidis (Fraunhofer ITWM): GradVis: Visualization and Second Order Analysis of Optimization Surfaces during the Training of Deep Neural Networks Raju Ram (Fraunhofer ITWM): Scalable Hyperparameter Optimization with Lazy Gaussian Processes More on the talks |
| 28.11.2019 | Kalun Ho (Fraunhofer ITWM): Unsupervised Multiple Object Tracking Using Regularized Triplet Loss for Graph Partitioning More on the talk |
| 05.12.2019 | Sabine Müller (Fraunhofer ITWM) and Alexandra Carpen-Amarie (Fraunhofer ITWM) Deep Learning on HPC Clusters: Preliminary Experiments and What They Teach Us More on the talk |
| 12.12.2019 | Daniel Kondermann (Quality Match GmbH): Dataset Quality Assurance Via Large Scale Human Annotation More on the talk |
| January 2020 | Postponed to January 2020: Exact date to be announced Muhammad Mohsin Ghaffar (TU Kaierslautern): An In-DRAM Neural Network Processing Engine More on the talk |
Archive 2019 Deep Learning Seminar
Seminars of the High Performance Center Simulation and Software Based Innovation