Colloquia

Colloquia at the Institute of Signal Processing and Systems Theory

Lectures at the ISS always take place in our seminar room (room 2.282).

Please note that lectures marked 1 are not public.

2020

Date: Do. 29.10.2020, 3:00 p.m.
Author: Julian Hirsch
Title: Weakly Supervised Localization and Segmentation for Medical Images using Class Activation Maps

Date: Do. 01.10.2020, 4:00 p.m.
Author: Yasmine Karoui
Title: Machine learning framework for automatic lameness identification in dairy cattle1

Date: Do. 01.10.2020, 3:30 p.m.
Author: Jiacheng Yang
Title: Realistic Human Behaviour Models for the Risk Assessment of Human-Robot Collaboration Scenarios

Date: Do. 01.10.2020, 3:00 p.m.
Author: Yi Zhang
Title: Feature Selection Using Attention Mechanism in Deep Learning1

Date: Do. 24.09.2020, 4:00 p.m.
Author: Nanhao Zhang
Title: Statistical Model based Speech Denoising

Date: Do. 24.09.2020, 3:30 p.m.
Author: Bowen Shi
Title: Interference Mitigation for Automotive Chirp Sequence Radar1

Date: Do. 24.09.2020, 3:00 p.m.
Author: Sebastian Jung
Title: An overview of modern model-based speech denoising techniques

Date: Do. 27.08.2020, 3:00 p.m.
Author: Sri Kashyap Velpuru
Title: Semantic Segmentation of Sheet Metal Parts1

Date: Do. 20.08.2020, 3:00 p.m.
Author: Isabelle Heinrich
Title: Generierung kontinuierlicher biomedizinischer Signale mittels neuronaler Netzwerke

Date: Do. 13.08.2020, 3:00 p.m.
Author: Malte Ebner
Title: Learning active learning in the batch-mode setup

Date: Do. 06.08.2020, 3:30 p.m.
Author: Niti Baghel
Title: From the Lab to the Real-World: Multimodal Emotion Recognition in Drivers1

Date: Do. 06.08.2020, 3:00 p.m.
Author: Sarah Rottacker
Title: Evaluation von Verfahren zur Anomaliedetektion für die Defekt-klassifikation1

Date: Do. 30.07.2020, 3:30 p.m.
Author: Antonius Schiebelbein
Title: Klassifikation inkohärenter Bewegungsmuster in der diffusionsgewichteten Bildgebung

Date: Do. 30.07.2020, 3:00 p.m.
Author: Man Luo
Title: Insight into Modern Open Set Recognition Approaches

Date: Do. 14.05.2020, 2:30 p.m.
Author: Christian Rupp
Title: CNN-basierte Vorhersage des Therapieansprechens von Melanom-Patienten auf Immuntherapie

Date: Do. 23.04.2020, 2:30 p.m.
Author: Charlotte Sophie Lorenz
Title: Automated Segmentation of LIver, Spleen and Vertebra in PET Images

Date: Di. 07.04.2020, 10:30 a.m.
Author: Bassam Elmakhzangy
Title: Radar-based stair dimensioning for empowered prosthetic limbs1

Date: Di. 07.04.2020, 10:00 a.m.
Author: Xu Pengyu
Title: Pixel-Level Outlier Detection Using Deep Learning

Date: Do. 26.03.2020, 2:30 p.m.
Vortragender: Deepthi Sreenivasaiah
Title: Manifold Gaussian Processes for Transfer Learning in Bayesian Optimization

Date: Di. 10.03.2020, 10:00 a.m.
Author: Xia Qing
Title: Learning-based Mesh Segmentation Using Graph Convolution

Date: Do. 27.02.2020, 2:30 p.m.
Author: Lukas Acker
Title: Trainigsdaten-Reduzierung mit Hilfe von Active Learning für die automatisierte Segmentierung von Lungentumoren

Datum: Do. 27.02.2020, 3:00 p.m.
Vortragender: Manuela Zimmer
Title: Analyse und Evaluation struktureller Parameter der Hüfte mittels geometrischer 3D-Modelle

Date: Thu. 20.02.2020, 2:30 p.m.
Author: Sai Rahul Kaminwar
Title: Light Weight Probabilistic Neural Architectures in Generative Adversarial
Networks

Date: Thu. 13.02.2020, 3:30 p.m.
Author: Hannah Wagenknecht
Title: Moderne Deep-Learning-Architekturen für medizinische Bildsegmentierung

Date: Thu. 13.02.2020, 4:00 p.m.
Author: Prince Thomas
Title: Unsupervised Domain Adaptation for Semantic Segmentation

Date: Tue. 11.02.2020, 10:00 a.m.
Author: Robert Marsden
Title: Transferlernen mit tiefen Neuronalen Netzen

Date: Thu. 06.02.2020, 3:30 p.m.
Author: Simon Krafft
Title: Enhancement of 3D Anomaly Detection for Inline Computed Tomography1

Date: Thu. 06.02.2020, 4:00 p.m.
Author: Yongjian Shen
Title: Transfer Station detection with 2D-Lidar data using deep learning method

Date: Thu. 06.02.2020, 4:30 p.m.
Author: Zhaopeng Guo
Title: Continual Deep Reinforcement Learning

Date: Tue. 04.02.2020, 09:30 a.m.
Author: Martin Wimpff
Title: Gestenklassifizierung in biomedizinischen Zeitreihen mittels neuronaler Netzwerke

Date: Tue. 04.02.2020, 10:00 a.m.
Author: Serdar Kantarci
Title: Representation Learning for Medical Image Analysis

Date: Tue. 04.02.2020, 10:30 a.m.
Author: Liangyu Zhong
Title: Discriminative Clustering using a Bidirectional GAN

Date: Tue. 28.01.2020, 3:00 p.m.
Author: Jagan Shanmugam
Title: Latent Space Bayesian Optimization with Transfer Learning

Date: Tue. 28.01.2020, 3:30 p.m.
Author: Jayasankar Thaiparambil Sajeev
Title: GAN based self Interference cancellation in digital transceivers

Date: Tue. 28.01.2020, 4:00 p.m.
Author: George Eskandar
Title: Motion Correction of 3D scans with adversarial training

Date: Tue. 21.01.2020, 10:00 a.m.
Author: Astha Astha
Title: Unsupervised and semi-supervised correction of motion artifacts in MR

Date: Tue. 21.01.2020, 10:30 a.m.
Author: Qianqian Wei
Title: Investigation and Evaluation of novel Deep Learning Architectures for Semantic Segmentation of MR Images

Date: Tue. 21.01.2020, 11:00 a.m.
Author: Louisa Fay
Title: Neural Architecture Search with Resource Constraints1

Date: Tue. 14.01.2020, 10:30 a.m.
Author: Michael Feil
Title: Comparison of Policy Optimization and Q-Learning Methods in the Setting of Deep Reinforcement Learning

Date: Tue. 14.01.2020, 11:00 a.m.
Author: Honghao Gu
Title: Transfer learning for MR motion artifact detection

2019

Date: Thu. 12.12.2019, 2:30 p.m.
Author: Shyamnarayan Sankarasubramanian
Title: Voxel‐wise classification of motion artifacts from MR kspace data

Date: Thu. 12.12.2019, 3 p.m.
Author: Kumar Vijeth
Title: In-Painting of arbitrary shaped regions in MR

Date: Thu. 12.12.2019, 3:30 p.m.
Author: Shi Bowen
Title: Localization of Catastrophic Forgetting in DNN

Date: Tue. 10.12.2019, 2:30 p.m.
Author: Lena Lehmann
Title: Automatisierte Segmentierung von Lungentumoren in PET/CT-Bildern mit Neuronalen Netzen

Date: Tue. 10.12.2019, 3 p.m.
Author: Qian Dongcheng
Title: Prediction of response to immunotherapy and overall survival rate by deep learning in multiparametric whole-body 18F-FDG PET/MRI of advanced melanoma patients

Date: Tue. 10.12.2019, 3:30 p.m.
Author: Yang Liu
Title: Online MR scanner feedback about image artifact burden

Date: Tue. 10.12.2019, 4 p.m.
Author: Darius Hinderer
Title: Transparency of Deep Neural Networks for Unsupervised Learning

Date: Tue. 03.12.2019, 2:30 p.m.
Author: Shripathi Sowmyashree
Title: Investigation of MR image quality behavior in epidemiological cohort studies

Date: Tue. 03.12.2019, 3 p.m.
Author: Christoph Brand
Title: MR Image Quality Assessment with Deep Convolutional Neural Networks

Date: Thu. 28.11.2019, 2:30 p.m.
Author: Marina Terron Camero
Title: Prediction of User behaviour in a Signal Analysis Automation Tool1

Date: Thu. 28.11.2019, 3 p.m.
Author: Johannes Sautter
Title: Entwurf und Optimierung faltender neuronaler Netze zur Detektion von Defekten in EL-Aufnahmen von Solarzellen

Date: Tue. 26.11.2019, 10:00 a.m.
Author: Aishwarya Radjesh
Title: Implementation of a deep-learning framework for classifying objects on point clouds of LIDAR sensor1

Date: Tue. 26.11.2019, 10:30 a.m.
Author: Friedericke Gänzle
Title: Datenaugmentation zur retrospektiven Bewegungskorrektur mittels GANs

Date: Tue. 26.11.2019, 11:00 a.m.
Author: Sahar Afi
Title: MR-Artefaktkorrektur mechanomyograpischer Signale mittels Wavelet-Zerlegung und Unabhängigkeitsanalys

Date: Thu. 21.11.2019, 9:30 a.m.
Author: Yun Wu
Title: Continual Unsupervised Learning

Date: Thu. 21.11.2019, 10:00 a.m.
Author: Anish Rao Bhaktharaguttu
Title: Biological age estimation using Deep Convolutional Networks

Date: Thu. 21.11.2019, 10:30 a.m.
Author: Nico Reick
Title: Analyse und Vergleich von Stichprobenverfahren zur Verbesserung des Generators von GANs

Date: Tue. 19.11.2019, 10:00 a.m.
Author: Yuvaraj Govindarajulu
Title: Human Activity Recognition and Study of Dynamic Filter Networks for Position-Aware Detection

Date: Tue. 19.11.2019, 10:30 a.m.
Author: Jing Liu
Title: 3D Organ Segmentation of PET Images with CNNs

Date: Tue. 19.11.2019, 11:00 a.m.
Author: Julian Hirsch
Title: Evaluierung des Mehrwerts durch Fusion von Sensor- und Videodaten für die videobasierte Aktionserkennung1

Date: Thu. 14.11.2019, 10:00 a.m.
Author: Wei Ge
Title: Study of degeneraion effects in repeated generative replay

Date: Thu. 14.11.2019, 10:30 a.m.
Author: Kumar Abinaya
Title: Generative Models of Polyphonic Music Scores

Date: Thu. 07.11.2019, 2:30 p.m.
Author: Alexander Schölles
Title: Merkmalsanalyse für die Vorhersage des Ansprechens auf Immuntherapie von Melanom-Patienten anhand von PET/MR-Bildern

Date: Thu. 07.11.2019, 3 p.m.
Author: He Zhao
Title: Feature-based segmentation of lung tumors in PET/CT images

Date: Thu. 07.11.2019, 3:30 p.m.
Author: Yiyan Wang
Title: ?

Date: Thu. 31.10.2019, 2:30 p.m.
Author: Benjamin Tomaszewski
Title: Camera-Based 3D Object Detection for Autnomous Driving1

Date: Thu. 31.10.2019, 3 p.m.
Author: Peter Dominski
Title: Deep Visualization for Diabetic Retinopathy Classification

Date: Thu. 17.10.2019, 2:30 p.m.
Author: Ranjitha Asha Srinivas
Title: Development of radar-based misalignment detection algorithms for agricultural vehicles1

Date: Thu. 10.10.2019, 2:30 p.m.
Author: Junliang Zhuo
Title: Continual Learning with Memory Augmented Neural Networks

Date: Thu. 10.10.2019, 3 p.m.
Author: Xiangyu Yang
Title: Automated Generation and Analysis of 3D Geometrical Models from MR Data

Date: Tue. 08.10.2019, 10:00 a.m.
Author: Natalie Bergler
Title: Simulation des Einflusses von Signalausreißern in der Diffusion-Tensor-Bildgebung

Date: Tue. 01.10.2019, 10:00 a.m.
Author: Tanja Noack
Title: Generierung statistischer Formmodelle des Hüftgelenks

Date: Tue. 01.10.2019, 10:30 a.m.
Author: Tarik Yazgi
Title:Improved deep generative replay with bidirectional generative models

Date: Thu. 26.09.2019, 10:00 a.m.
Author: Zehui Wang
Title: Untersuchung der Stimmstruktur einer professionellen Opernstimme mit digitaler Signalverarbeitung

Date: Thu. 26.09.2019, 10:30 a.m.
Author: Tianyi Chen
Title:New calculation method for vibrato analysis using Cepstrum

Date: Tue. 24.09.2019, 10:00 a.m.
Author: Daniel Kugler
Title: Entwicklung einer Methode zur Suche von Messdaten mit bestimmten Merkmalen1

Date: Tue. 24.09.2019, 10:30 a.m.
Author: Marvin Jandt
Title: Untersuchung und temperaturabhängige Korrektur der IQ-Imbalance eines Radarsensors1

Date: Thu. 01.08.2019, 2:30 p.m.
Author: Caglar Altuntasoglu
Title: Localization of Anatomical Landmarks in MR Images using Deep Reinforcement Learning

Date: Tue. 30.07.2019, 10:00 a.m.
Author: Charlotte Lorenz
Title: Entwicklung eines Interfaces zur Analyse der Performance eines
Computer Vision Systems und des darin eingesetzten Deep Learning
Modells1

Date: Tue. 23.07.2019, 10:30 a.m.
Author: Ulrich Plabst
Title: Develpment of a Localization and Segmentation Pipeline for 3D MR Scans using Deep Learning

Date: Tue. 23.07.2019, 11:00 a.m.
Author: Qizhen Pan
Title: Adversarial open-set recognition for large-scale datasets

Date: Thu. 27.06.2019, 11:00 a.m.
Author: Jia Peng
Titel: Semantic MR image segmentation using Non-local Neural Networks

Date: Thu. 27.06.2019, 11:30 a.m.
Author: Janik Steyer-Ege
Title: Ausarbeitung und Implementierung eines Verfahrens zur Abstandsschätzung mit Radar

Date: Tue. 25.06.2019, 10:00 a.m.
Author: Meng Jin
Title: Age estimation in an epidemiological MR cohort study

Date: Tue. 25.06.2019, 10:30 a.m.
Author: Jiazhen Pan
Title: Transfer Learning for sementic segmentation

Date: Tue. 18.06.2019, 10:00 a.m.
Author: Kaijie Mo
Title: Motion Correction of Complex Valued Data using GANs

Date: Tue. 04.06.2019, 10:00 a.m.
Author: Pengyu Xu
Title: Semantic segmentation of adipose tissue in a cohort of increased risk of diabetes

Date: Tue. 04.06.2019, 10:30 a.m.
Author: Negar Aghanourian
Title: Artefact Reduction in Elektromyographie Signals by Deep Learning

Date: Tue. 04.06.2019, 11:00 a.m.
Author: Qianqian Wei
Title: Study of degeneration effects of repeated generative replay1

Date: Tue. 28.05.2019, 10:00 a.m.
Author: Andreas Brendle
Title: Continual learning using one-class classification

Date: Tue. 28.05.2019, 10:30 a.m.
Author: Shanqi Yang
Title: Automatic MR image quality assessment for epidemiological studies

Date: Tue. 28.05.2019, 11:00 a.m.
Author: Ali Rashidnejad
Title: CNN-LSTMs for Road-Condition Detection in Autonomous Vehicles1

Date: Thu. 23.05.2019, 2:30 p.m.
Author: Lena Lehmann
Title: Semantic MR image segmentation using Deep Deformable Convolutional
Networks

Date: Thu. 23.05.2019, 3 p.m.
Author: Christiane Rupp
Title: Online-Verfahren zur Korrektur von Vignettierung und Perspektive in
Bildern von PV-Modulen

Date: Tue. 21.05.2019, 10:00 a.m.
Author: Yufei Wang
Title: Using VAEs with spherical latent structures for representation learning and clustering tasks

Date: Tue. 21.05.2019, 10:30 a.m.
Author: Wenbo Chen
Title: Selective sampling in unsupervised and semi-supervised learning with GANs

Date: Tue. 21.05.2019, 11:00 a.m.
Author: Ali Rashidnejad
Title: CNN-LSTMs for Road-Condition Detection in Autonomous Vehicles1

Date: Thu. 16.05.2019, 2:30 p.m.
Author: Yiwen Liao
Title: Open Set Recognition Using Intra-Class Splitting

Date: Tue. 14.05.2019, 10:00 a.m.
Author: Vivek Mukeshbhai Parekh
Title: Learning high-level Policies for Planning1

Date: Tue. 14.05.2019, 10:30 a.m.
Author: Kirolos Abdou
Title: Shaped Reward Deep Reinforcement Learning for collaborative Robots1

Date: Thu. 09.05.2019, 2:30 p.m.
Author: Andreas Döring
Title: Automatic body part identification for whole-body MRI

Date: Thu. 09.05.2019, 3 p.m.
Author: Sebastian Bücher
Title: Anomaly detection for analysis of electroluminescence images of solar
cells1

Date: Thu. 09.05.2019, 3:30 p.m.
Author: Dennis Klau
Title: Optimierung der Klassifikation von KFZ-Bildern mittels Neuronaler
Netze1

Date: Thu. 02.05.2019, 2:30 p.m.
Author: Tobias Haueise
Title: Active Learning für die automatisierte Detektion von Bewegungsartefakten
in MR-Bildern mit CNNs

Date: Thu. 02.05.2019, 3 p.m.
Author: Julia Höhn
Title: LOF-basierte Clustererkennung in stark streuenden, hochdimensionalen
Daten1

Date: Tue. 30.04.2019, 10:00 a.m.
Author: Julia Chen
Title: Segmentierung von Organen für die Analyse der Wirksamkeit von
Immuntherapie

Date: Tue. 30.04.2019, 10:30 a.m.
Author: Darius Hinderer
Title: Prediction of PET-like structures in CT Images with GANs

Date: Tue. 30.04.2019, 11:30 a.m.
Author: Zhang Yi
Title: Development and optimization of medical deep learning GUI for Python

Date: Thu. 25.04.2019, 2:30 p.m.
Author: Simon Kamm
Title: Comparison of state of the art clustering algorithms

Date: Thu. 25.04.2019, 3 p.m.
Author:Zhaopeng Guo
Title:Implementation and verification of different methods for continual
learning

Date: Thu. 18.04.2019, 3 p.m.
Author: Carla Sailer
Title: Analysis of CNN architectures for prediction of PET-like structures in CT
images

Date: Tue. 16.04.2019, 10:00 a.m.
Author: Srirama Dharma Teja Vattem
Title: Deep Learning based universal model for price movement prediction of
European Bonds1

Date: Tue. 16.04.2019, 10:30 a.m.
Author: Jiaxiao Wu
Title: Study on local inhibition in the context of continual learning

Date: Thu. 11.04.2019, 2:30 p.m.
Author: Feng Yi Wei
Title: Design and implementation of adaptive anomaly detection methods in
automotive multi-channel measuring data1

Date: Thu. 04.04.2019, 2:30 p.m.
Author: Rami Sweidan
Title: Maskierungseffekte bei der Wahrnehmung räumlich verteilter Schallquellen1

Date: Thu. 04.04.2019, 3 p.m.
Author: Arbenit Kryeziu
Title: Radar Spectrum based Host Velocity Estimation1

 

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