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.

2022

Date: Thu. 30.06.2022, 3:45 p.m.
Author: Peng Gu
Title: On the training of neural network for super-resolution of automotive radar1

Date: Thu. 30.06.2022, 4:30 p.m.
Author: Elisabeth Wedernikow
Title: Optimization of Hybrid Powertrains with Machine Learning

Date: Thu. 23.06.2022, 3:45 p.m.
Author: Jilin Lu
Title: Exploring Latent Space for Anomaly Detection

Date: Thu. 02.06.2022, 3:00 p.m.
Author: Tianjie Ge
Title: Feature Selection in Real-World Applications

Date: Thu. 02.06.2022, 3:45 p.m.
Author: Lukas Abdallah
Title: Diffusion Probabilistic Model for Speech Enhancement

Date: Thu. 19.05.2022, 3:45 p.m.
Author: Prabhakar Panday
Title: Conditional GAN based Mask Guided Portrait Editing

Date: Thu. 19.05.2022, 4:30 p.m.
Author: Ruizhe Cao
Title: CMGAN: Conformer-based Metric GAN for Speech Enhancement and Audio Super-Resolution

Date: Thu. 12.05.2022, 3:00 p.m.
Author: Tobias Raichle
Title: Power Amplifier Modelling in Frequency Division Duplex Transceivers1

Date: Thu. 12.05.2022, 3:45 p.m.
Author: Subrahmanya Gunaga
Title: Optimization of Automotive RADAR for Higher Direction of Arrival Accu-racy1

Date: Thu. 05.05.2022, 3:00 p.m.
Author: Lydia Schönpflug
Title: ConvLSTM-based cell lineage analysis in optical microscopy sequences

Date: Thu. 05.05.2022, 3:45 p.m.
Author: Siyu Chen
Title: Synthetic aperture radar imaging in curved trajectories1

Date: Thu. 05.05.2022, 4:30 p.m.
Author: Felix v. Wedemeyer
Title: Business Intelligence for Modern Radio Applications1

Date: Fr. 22.04.2022, 3:00 p.m.
Author: Loveneet Saini
Title: Graph Neural Networks for Automotive Radar1

Date: Thu. 21.04.2022, 3:45 p.m.
Author: Luca Stephan
Title: Imitation Learning basierte Trajektorienplanung für Spurwechsel auf Autobahnen1

Date: Thu. 14.04.2022, 3:00 p.m.
Author: Yuxiang Guo
Title: Temporal-aware super resolution for cardiac CINE MR

Date: Thu. 10.03.2022, 3:00 p.m.
Author: Jan Borst
Title: Comparison and Evaluation of Fully Test-Time Adaption Techniques

Date: Thu. 17.02.2022, 3:00 p.m.
Author: Florian Bender
Title: Test-Time Adaption using Contrasted Cluster Assignments

Date: Thu. 17.02.2022, 3:45 p.m.
Author: Yuting Shu
Title: Compensation of Imperfections in RF Circuits1

Date: Thu. 17.02.2022, 5:00 p.m.
Author: Tianyuan Chen
Title: SELD-TCN (Sound Event Localization & Detection via Temporal Convolutional Networks) for sEMG Decomposition

Date: Thu. 10.02.2022, 3:45 p.m.
Author: Peizheng Li
Title: Research on domain adaptation based on context analysis1

Date: Thu. 27.01.2022, 3:00 p.m.
Author: Markus Bujotzek
Title: Contrastive Learning from Weak Annotations for Medical Image Segmentation

Date: Thu. 27.01.2022, 3:45 p.m.
Author: Siying Xu
Title: Cardiac MR image reconstruction levearaging spatio-temporal redundancies in image and k-space

Date: Thu. 27.01.2022, 4:30 p.m.
Author: Lu Xiao
Title: MR motion artefact detection in epidemiological cohorts

2021

Date: Thu. 18.11.2021, 2:15 p.m.
Author: Min Wang
Title: Deep Learning-Based RGB-D Fusion for Vision Perception

Date: Thu. 18.11.2021, 3:00 p.m.
Author: Gabriel Neuber
Title: Chronological Age estimation from 3D whole-body MRI Scans

Date: Thu. 18.11.2021, 3:45 p.m.
Author: Saiteja Malyala
Title: Optimized path prediction for autonomous driving using deep learning1

Date: Thu. 18.11.2021, 4:30 p.m.
Author: Marius Schwarz
Title: Interfernece Classification for Cognitive Radar based on Machine Learning1

Date: Thu. 28.10.2021, 3:00 p.m.
Author: Tobias Dorszewski
Title: Investigation of Semi-supervised Learning for Organ Segmentation in PET Images with Small Training Data Sets

Date: Thu. 28.10.2021, 3:45 p.m.
Author: Veronika Ecker
Title: ?

Date: Thu. 28.10.2021, 4:30 p.m.
Author: Martin Wimpff
Title: Gesteuerte Generierung synthetischer Zeitserien

Date: Thu. 21.10.2021, 3:00 p.m.
Author: Tianjie Ge
Title: Erweiterung eines Frameworks zur Detektion von krankhaften Veränderungen in Lungen-MRT-Bildern von Mukoviszidose-Patienten

Date: Thu. 21.10.2021, 3:45 p.m.
Author: Felix Holm
Title: Surgical Workflow Recognition with Minimal Supervision

Date: Thu. 21.10.2021, 4:30 p.m.
Author: Qian Tu
Title: Latent Representation Guided Feature Selection

Date: Thu. 14.10.2021, 3:00 p.m.
Author: Anna Juric
Title: Feature Analysis for the Classification of Pathological Patterns in Lung MRI Images of Cystic Fibrosis Patients

Date: Thu. 14.10.2021, 3:45 p.m.
Author: Pavithran Pandiyan
Title: Multimodal Data enhancement using Adversarial Learning

Date: Tue. 05.10.2021, 3:00 p.m.
Author: Lu Wang
Title: Feature-based Classification of Characteristic Pathological Patterns in the Lung of Cystic Fibrosis Patients

Date: Tue. 05.10.2021, 3:45 p.m.
Author: Qihao Zhou
Title: Autoencoder-Based Anomaly Detection Using A Few Anomaly(-like) Samples

Date: Thu. 05.10.2021, 4:30 p.m.
Author: Ruizhe Cao
Title: A-Phase-and-Metric-Aware generative adversarial network for speech enhancement

Date: Thu. 16.09.2021, 3:00 p.m.
Author: Osama Mohammed
Title: Investigating Linguistic Coherence using a Self-Supervised Speech Recognition System

Date: Thu. 16.09.2021, 4:30 p.m.
Author: Hendawy Ahmed Magdy
Title: Material Identification using MIMO Radars in Non-contact Dynamical Environments1

Date: Thu. 09.09.2021, 3:00 p.m.
Author: Mohammed Muddasser
Title: Unsupervised Domain Adaptation for Semantic Segmentation in Medical Imaging

Date: Thu. 09.09.2021, 3:45 p.m.
Author: Cesar Rocha
Title: From depth-cameras to free-space approximation towards safe Human-Robot Collaboration1

Date: Thu. 09.09.2021, 4:30 p.m.
Author: Amgad Ibrahim
Title: Towards Sample-Efficient Model-Free Deep Reinforcement Learning of Cascaded Skills1

Datum: Thu. 02.09.2021, 3:00 p.m.
Author: Mario Faigle
Title: Schätzung von PV-Modulkennlinien aus Elektrolumineszenzaufnahmen

Date: Thu. 02.09.2021, 3:45 p.m.
Author: Raphael Jöckel
Title: Untersuchung eines Hybrid-Feature-Learning-Ansatzes für die Analyse medizinischer Bilddaten

Date: Thu. 02.09.2021, 4:30 p.m.
Author: Yuxiang Guo
Title: Complex-valued deep-learning super resolution for cardiac CINE MR imaging

Date: Do. 12.08.2021, 3:00 p.m.
Author: Bharath Bangalore Soma-shekar
Title: GANs for LiDAR point cloud denoising

Date: Thu. 12.08.2021, 3:45 p.m.
Author: Mahmoud Abdelkareem
Title: Interior Monitoring System for Autonomous Shuttles1

Date: Thu. 12.08.2021, 4:30 p.m.
Author: Omar Metwally
Title: Deep Learning-based Human Activity Recognition Using Interferometric-Radar Spectrograms1

Date: Thu. 05.08.2021, 3:00 p.m.
Author: Patrick Tritschler
Title: Test-time Training using Meta-Learning to Tackle Distributions Shifts dur-ing Testing

Date: Thu. 05.08.2021, 3:45 p.m.
Author: Lydia Schönpflug
Title: DL-based automated detection and tracking of human cell lines in micros-copy image sequences

Date: Thu. 05.08.2021, 4:30 p.m.
Author: Andreas Wagner
Title: A deep learning based motion correction pipeline for BLADE MRI imag-ing

Date: Thu. 30.07.2021, 3:45 p.m.
Author: Lu Xiao
Title: Plug-and-play priors for MR motion artifact detection and correction

Date: Thu. 30.07.2021, 4:30 p.m.
Author: Leonie Gruber
Title: Klassifikation von CT-Bildern mit Multi-Task-Learning für automatische Bildinhaltsanalyse in medizinischen Aufnahmen

Date: Thu. 30.07.2021, 5:15 p.m.
Author: Marco Eichhorn
Title: Development of a new radar KPI metric on raw data level by sub-cluster-ing of radar reflexions employing a GMM1

Date: Thu. 21.07.2021, 3:00 p.m.
Author: Mohamed Abdelsamad
Title: Unsupervised Semantic Image Synthesis

Date: Thu. 21.07.2021, 3:45 p.m.
Author: Felix von Wedemeyer
Title: Automatic Programming of Synthesizer Parameters using a Wavetable Synthesizer and a DNN

Date: Thu. 21.07.2021, 4:30 p.m.
Author: Leonie Gruber
Title: Klassifikation von CT-Bildern mit Multi-Task-Learning für automatische Bildinhaltsanalyse in medizinischen Aufnahmen

Date: Thu. 15.07.2021, 3:00 p.m.
Author: Yang Yang
Title: A comparative study of different unsupervised domain adaptation ap-proaches for semantic segmentation

Date: Thu. 15.07.2021, 3:45 p.m.
Author: Gautam Changel Subraman-yan Potty
Title: Investigating Generative Models for Music Source Separation

Date: Thu. 15.07.2021, 4:30 p.m.
Author: Yang Yang
Title: A comparative study of different unsupervised domain adaptation ap-proaches for semantic segmentation

Date: Do. 01.07.2021, 3:00 p.m.
Author: Nico Reick
Title: Estimation of Structural Causal Models by Variational Gaussian Process Regression

Date: Thu. 01.07.2021, 3:45 p.m.
Author: Jing Liu
Title: Extension of a Framework for Deep-Learning-based Therapy Response Prediction of Melanoma Patients to Immunotherapy

Date: Thu. 01.07.2021, 4:30 p.m.
Author: Tassneem Abdelhalim Helal
Title: Enhanced Contactless Respiratory Rate Estimation in Standing Position using Millimeter Wave Radar1

Date: Thu. 24.06.2021, 3:00 p.m.
Author: Palaniswamy, Janaranjani
Title: LiDAR point cloud up sampling using adversarial networks

Date: Thu. 24.06.2021, 3:45 p.m.
Author: Siying Xu
Title: Investigation on the efficacy of unrolled physics-based deep-learning MR image reconstruction

Date: Thu. 24.06.2021, 4:30 p.m.
Author: Yuting Shu
Title: Unsupervised Interference Mitigation for Automotive Radar1

Date: Thu. 17.06.2021, 3:00 p.m.
Author: Man Luo
Title: Feature Selection Using Deep Learning

Date: Thu. 17.06.2021, 3:45 p.m.
Author: Christian Witte
Title: Domain Adaptation in Deep Reinforcement Learning

Date: Thu. 17.06.2021, 4:00 p.m.
Author: Yaseen Sabry El-Zawahry
Title: FA Dataset Generation Tool of Positionally Labeled Runway Images Seen From an Aircraft on Final Approach

Date: Thu. 10.06.2021, 3:00 p.m.
Author: Florian Bender
Title: State Representation Learning towards better Robustness in Deep Reinforcement Learning

Date: Thu. 10.06.2021, 3:45 p.m.
Author: Pascal Schlachter
Title: Anomaly Detection on Industrial Image Data1

Date: Thu. 10.06.2021, 4:30 p.m.
Author: Liangyu Zhong
Title: Label Smoothing from Predictions Improves Uncertainty Calibration in Deep Neural Networks1

Date: Thu. 27.05.2021, 3:00 p.m.
Author: Chengcheng Hou
Title: Implementation of Body Region Classification in 2D CT Images of Arbitraty Orientation for a Deep-Learning-based Multi Task Learning System"

Date: Thu. 27.05.2021, 3:45 p.m.
Author: Janina Sanzi
Title: Merkmalsanalyse für die automatisierte Bildinhaltserkennung in zweidimensionalen CT-Bildern

Date: Thu. 27.05.2021, 4:30 p.m.
Author: Aya Ghoul
Title: Evaluation and optimization of non-rigid registration in k-space

Date: Thu. 20.05.2021, 3:00 p.m.
Author: Adnan Karol
Title: Handcrafted machine learning versus Deep Learning: Decoding neurophysiological signals for workload and emotion classification

Date: Thu. 06.05.2021, 3:00 p.m.
Author: Cathrin Senst
Title: State Representation Learning for Atari

Date: Thu. 06.05.2021, 3:45 p.m.
Author: Yaseen Sabry El-Zawahry
Title: Runway Localization on Final Approach Using Deep Neural Networks

Date: Thu. 06.05.2021, 4:30 p.m.
Author: Patrick Will
Title: Investigation of polarimetric landmarks for self-localization in automated driving1

Date: Thu. 29.04.2021, 3:00 p.m.
Author: Sebastian Wößner
Title: Gradient Matching Based Generator for Continual Learning

Date: Thu. 29.04.2021, 3:45 p.m.
Author: Manuela Zimmer
Title: Landmark Prediction in Medical Imaging Data using Graph Neural Networks

Date: Thu. 15.04.2021, 3:00 p.m.
Author: Nico Lösch
Title: Efficient Medical Image Segmentation with Graph Neural Networks

Date: Thu. 25.03.2021, 3:00 p.m.
Author: Mohit Kalra
Title: False Positive Predictor for Autonomous Perception Systems

Date: Thu. 25.03.2021, 3:45 p.m.
Author: Panduran Hegde
Title: Investigation of Generative Models for Automated Organ Segmentation in PET Images with Deep Learning

Date: Thu. 25.03.2021, 4:30 p.m.
Author: Birgit Ast
Title: Meta Learning for semantic medical image segmentation

Date: Thu. 18.03.2021, 3:00 p.m.
Author: Christoph Stärk
Title: Active learning strategies for automatic segmentation in multi-modality imaging

Date: Thu. 11.03.2021, 3:45 p.m.
Author: Mohit Kalra
Title: False Positive Predictor for Autonomous Perception Systems

Date: Thu. 25.02.2021, 3:00 p.m.
Author: Tong Wang
Title: Global-Pooling-Based Feature Selection for Image Classification

Date: Thu. 18.02.2021, 3:45 p.m.
Author: Fernando Leon
Title: Automatic Lesion Segmentation and Staging in a cohort of melanoma patients acquiered with multi-modal hybrid imaging

Date: Thu. 04.02.2021, 3:00 p.m.
Author: Julio Borges
Title: Contrastive Learning with Causal Mechanisms

Date: Thu. 04.02.2021, 3:45 p.m.
Author: Phillip Czech
Title: ?

Date: Thu. 04.02.2021, 4:30 p.m.
Author: Mehrdad Akhavan-Tabbakh
Title: Modell free Segmentation of RGB-D Image for simple Objects in Grasping Experiments

Date: Thu. 28.01.2021, 3:00 p.m.
Author: Yi Wang
Title: Investigation and Comparison of Explainable Deep Learning Methods Ap-plied to Automated Organ Segmentation in PET Images

Date: Thu. 28.01.2021, 3:45 p.m.
Author: Jonas Stiefelmaier
Title: Real-Life Applications for Image-to-Image Translation1

Date: Thu. 21.01.2021, 3:00 p.m.
Author: Niveditha Vasudevan
Title: Siamese Networks for Biological Age estimation

Date: Thu. 21.01.2021, 3:45 p.m.
Author: Jiaxin Sun
Title: Exploring speech enhancement using hybrid-domain models

Date: Thu. 21.01.2021, 4:30 p.m.
Author: Samiha Islam
Title: Deep Leraning Algorithms for Bearing Fault Classification1

Date: Thu. 14.01.2021, 3:00 p.m.
Author: Jiacheng Zhou
Title: Prediction of response to immunotherapy and overall survival rate in temporal staging of melanoma patients with multimodal hybrid imaging

Date: Thu. 14.01.2021, 3:45 p.m.
Author: Hasan Mahmood
Title: Compact Neural Networks for 3D Object Detection1

Date: Thu. 14.01.2021, 4:30 p.m.
Author: Yun Wu
Title: Training of DNNs under constraints for energy efficient HW implementations1

Date: Thu. 07.01.2021, 3:00 p.m.
Author: Jiali Wu
Title: Extension of a Deep Learning Framework for Automated Segmentation of Liver, Spleen and Vertebrae from PET Images

Date: Thu. 07.01.2021, 3:45 p.m.
Author: Jiacheng Zhou
Title: Prediction of response to immunotherapy and overall survival rate in temporal staging of melanoma patients with multimodal hybrid imaging

Date: Thu. 07.01.2021, 4:30 p.m.
Author: Niveditha Vasudevan
Title: Siamese Networks for Biological Age estimation

2020

Date: Thu. 17.12.2020, 3:00 p.m.
Author: Qian Tu
Title: Speech denoising using hybrid deep neural networks and model-based techniques

Date: Thu. 17.12.2020, 3:45 p.m.
Author: Raghavendra Karthik Kottilgel
Title: Optimization and Improvements on the MedGAN Architecture

Date: Thu. 17.12.2020, 4:30 p.m.
Author: Neal Bacher
Title: 3-dimensional GANs for PET AC

Date: Thu. 10.12.2020, 3:30 p.m.
Author: Weiyu Zhao
Title: Anomaly Detection for Time Series under Different Fault Scenarios

Date: Thu. 03.12.2020, 3:00 p.m.
Author: Louisa Fay
Title: Erweiterung eines Deep-Learning-Frameworks für die Vorhersage des Ansprechens von
Melanom-Patienten auf Immuntherapie aus PET/MR-Bildern

Date: Thu. 03.12.2020, 3:30 p.m.
Author: Qihao Zhou
Title: A comparative study of rehearsal for continual learning1

Date: Thu. 03.12.2020, 4:00 p.m.
Author: Yiyan Wang
Title: Improvement of a Featured-based Approach to Automated Segmentation of Lung Tumors in PET/CT Images

Date: Thu. 19.11.2020, 3:00 p.m.
Author: Stefan Katzschner
Title: Explainable Deep Learning und die Implementierung der Layer Relevance Propagation für medizinische Bildanalyse

Date: Thu. 19.11.2020, 3:30 p.m.
Author: Marius Winter
Title: Lernen von Repräsentationen mittels selbstüberwachtem kontrastivem Lernen

Date: Thu. 05.11.2020, 3:00 p.m.
Author: Chengcheng Hou
Title: Extension of a Framework for Automated Segmentation of Lung Tumors in PET/CT Images

Date: Thu. 05.11.2020, 3:30 p.m.
Author: Fabian Zehl
Title: Automatisierte Bestimmung der individuell-optimalen Position eines neuartigen Trommelfellkontakthörgeräts auf Basis anatomischer Merkmale1

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Date: Thu. 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: Thu. 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

 

To the top of the page