Fall 2022
|
Master Thesis
|
Entropy-Aware Active Vision Through Voxelized Octree Exploration of 3D Scenes
|
CVPC
|
Fall 2022
|
Second Master Project
|
Supporting DARPin binder selection through deep learning
|
CVPC
|
Fall 2022
|
First Master Project
|
Evaluation of Data Augmentation Strategies for Motor Imagery BCI Classification Tasks Based on EEG Data / top grade, Student: Manuel Weiss
|
CVPC
|
Fall 2022
|
First Master Project
|
The Practical Impact of Data-Centrism on the Example of Autonomous Driving
|
CVPC
|
Fall 2022
|
First Master Project
|
Reproducing a large-scale Speaker Verification System
|
CVPC
|
Fall 2022
|
First Master Project
|
Base System for a Language Learning Chatbot / top grade, Student: Janick Michot
|
NLP
|
Fall 2022
|
Bachelor Project Thesis
|
Dialekte raten – Erweiterung einer Web-Applikation / top grade, Students: Kai Mannhart, Nathalie Achtnich
|
NLP
|
Fall 2022
|
Bachelor Project Thesis
|
Digitalization of Chess Score Cards
|
NLP
|
Fall 2022
|
Bachelor Project Thesis
|
Corpus Evaluation for Automatic Speech Recognition 2.0 (“CEASR 2.0”)
|
NLP
|
Fall 2022
|
Bachelor Project Thesis
|
Machine Learning-Based Analysis of Data from the ZHAW Movement Analysis Laboratory for Fatigue Detection during Sports Exercises
|
CVPC
|
Fall 2022
|
Bachelor Project Thesis
|
Speak your mind! Brain Computer Interfaces for Communication
|
CVPC
|
Fall 2022
|
Bachelor Project Thesis
|
Building a Vision-Based AI Demonstrator with Unitree A1 Quadruped Robot / top grade, Students: Tenzin Samdrup Langdun, Martin Oswald
|
CVPC
|
Spring 2022
|
Master Thesis
|
Leveraging Neuroscience for Deep Learning Based Object Recognition
|
CVPC
|
Spring 2022
|
First Master Project
|
Automatic extraction of anthropometric features and body composition parameters from computer tomography images enables improved BMI prediction at scale
|
CVPC
|
Spring 2022
|
Bachelor Project Thesis
|
Hitting the Jackpot: Optimizing Neural Networks with Composite Pruning Strategies / top grade, Students: Urban Lutz, Alexandre Manai
|
CVPC
|
Spring 2022
|
Bachelor Project Thesis
|
Improved Speech Translation for Swiss German Using a Hybrid DynamicWindow Approach
|
NLP
|
Spring 2022
|
Bachelor Project Thesis
|
Was hast du gesagt? Gespräche automatisch vereinfachen
|
NLP
|
Spring 2022
|
Bachelor Project Thesis
|
Auswirkungen von Speech Enhancement auf die automatische Spracherkennung
|
NLP
|
Spring 2022
|
Bachelor Project Thesis
|
Digitalization of Chess Scorecards
|
NLP
|
Spring 2022
|
Bachelor Project Thesis
|
Ensemble Methods for Speech Recognition
|
NLP
|
Spring 2022
|
Bachelor Project Thesis
|
Summarize This! Automated Generation of Meeting Highlights
|
NLP
|
Spring 2022
|
Bachelor Project Thesis
|
Exploring Wav2Vec2 Pre-Training on Swiss German Dialects Using Speech Translation and Classification
|
NLP
|
Fall 2021
|
2nd Master Project
|
End-to-End Pipeline for Body Composition Analysis and Sarcopenia Detection without Target Labels (confidential) - top grade
|
CVPC
|
Fall 2021
|
2nd Master Project
|
Speech Translation for Swiss German
|
NLP
|
Fall 2021
|
MAS Thesis
|
Confidence-Rated Predictions with Deep Learning for Music Object Detection
|
CVPC
|
Fall 2021
|
MAS Thesis
|
Similarity Analysis of Jazz Tunes with Vector Space Models
|
CVPC
|
Fall 2021
|
MAS Thesis
|
Autoencoder Based Unsupervised Spectral Unmixing of Flow Cytometry Data (confidential)
|
CVPC
|
Fall 2021
|
Bachelor Project Thesis
|
Universal Songbook: Real Time Chord Prediction from Live Audio
|
CVPC
|
Fall 2021
|
Bachelor Project Thesis
|
Continual Deep Learning for Visual Recognition
|
CVPC
|
Fall 2021
|
Bachelor Project Thesis
|
Project Thesis Automatic Dialect Detection
|
NLP
|
Fall 2021
|
Bachelor Project Thesis
|
Aufnahmetool für Interscriber
|
NLP
|
Fall 2021
|
Bachelor Project Thesis
|
Speech Separation
|
NLP
|
Fall 2021
|
Bachelor Project Thesis
|
Text Correction
|
NLP
|
Spring 2021
|
Master Thesis
|
Entropy Aware Active Vision Through Voxelized Octree Exploration of 3D Scenes
|
CVPC
|
Spring 2021
|
Second Master Project
|
Recommendations on Multimedia Data
|
CVPC
|
Spring 2021
|
Second Master Project
|
Automatic Action Item Detection
|
NLP
|
Spring 2021
|
Second Master Project
|
Improving a Semantic Parser Through User Interaction
|
NLP
|
Spring 2021
|
First Master Project
|
Towards Predicting Speech with Sequence Learners
|
CVPC
|
Spring 2021
|
First Master Project
|
Audio-Denoising with Neural Network Architectures
|
NLP
|
Spring 2021
|
First Master Project
|
Automated Text Summarization for Dialogues with Transformer Models
|
NLP
|
Spring 2021
|
MAS Thesis
|
Text Classification of Service Desk Tickets
|
NLP
|
Spring 2021
|
MAS Thesis
|
N-Way Few-Shot Learning for Text
|
NLP
|
Spring 2021
|
Bachelor Thesis
|
Neural Network-Based Image Synthesis to Improve Automatic Segmentation of Medical Images for COVID
|
CVPC
|
Spring 2021
|
Bachelor Thesis
|
Transfer Learning of Deep Neural Network Representations of Brain Activity
|
CVPC
|
Spring 2021
|
Bachelor Thesis
|
Evalutation of Approaches to Summarize Dialogue Transcripts with Focus on User Friendliness
|
NLP
|
Spring 2021
|
Bachelor Thesis
|
Digitization of Chess Forms Using Character Recognition Ensembling and Move-Correction
|
NLP
|
Spring 2021
|
Bachelor Thesis
|
Speech Classification Using Wave2Vec 2.0
|
NLP
|
Spring 2021
|
Bachelor Thesis
|
Speech-to-Text Translation from Swiss German to Standard German
|
NLP
|
Fall 2020
|
First Master Project
|
A Comparative Analysis of the Speech Detection Pipeline
|
NLP
|
Fall 2020
|
MAS Thesis
|
Neural-Network Based Speaker Diarization on Federal Assembly Sessions
|
NLP
|
Fall 2020
|
First Bachelor Project
|
From Human to Artificial Neural Networks: Deep-Learning based Analysis of Brain Activity
|
CVPC
|
Fall 2020
|
First Bachelor Project
|
An Interactive Web User Interface for Creating Database Queries using Natural Language
|
NLP
|
Fall 2020
|
First Bachelor Project
|
Document Digitization for Chess Scorecards
|
NLP
|
Spring 2020
|
Phd Thesis
|
Exploiting Contextual Information with Deep Neural Networks
|
CVPC
|
Spring 2020
|
Master Thesis
|
Exploiting the Full Information of Varying-Length Utterances for DNN-Based Speaker Verification
|
CVPC
|
Spring 2020
|
Bachelor Thesis
|
Active Scene Understanding from Image Sequences for Next-Generation Computer Vision
|
CVPC
|
Spring 2020
|
Bachelor Thesis
|
Document Digitization for Chess Scorecards
|
NLP
|
Spring 2020
|
Bachelor Thesis
|
Methods for Processing Parallel Statements in Automatic Speaker Recognition
|
NLP
|
Spring 2020
|
Bachelor Thesis
|
Speaker Recognition with Few Training Samples
|
NLP
|
Spring 2020
|
MAS Thesis
|
Automated Summarization of Changes in the Online Help of the Microsoft SQL Servers
|
NLP
|
Fall 2019
|
Master Thesis
|
Medical Image Analysis using Deep Learning
|
CVPC
|
Fall 2019
|
Second Master Project
|
WaveVoice: A Wavenet Based Architecture for Speaker Verification
|
CVPC
|
Fall 2019
|
First Master Project
|
Real-World Speaker Recognition on VoxCeleb2 Using Angular Margin Losses
|
CVPC
|
Fall 2019
|
First Bachelor Project
|
Reinforcement Learning mit einem Multi-Agenten für die Planung von Zügen
|
CVPC
|
Fall 2019
|
First Bachelor Project
|
Creating a Data Repository for Language Corpora with CKAN
|
NLP
|
Fall 2019
|
First Bachelor Project
|
Further Development of the Software “Interscriber” for the Transcription of Audio Data
|
NLP
|
Spring 2019
|
Second Master Project
|
Baselines for the Flatland Reinforcement Learning for Train Scheduling Challenge
|
CVPC
|
Spring 2019
|
First Master Project
|
Additive Angular Margin Loss for Speaker Clustering
|
CVPC
|
Spring 2019
|
Bachelor Thesis
|
Benchmarking of Classical and Deep Learning Speaker Clustering Approaches
|
CVPC
|
Spring 2019
|
Bachelor Thesis
|
Speaker Clustering for Real-World Data Using Deep Learning
|
CVPC
|
Spring 2019
|
Bachelor Thesis
|
Evaluation of Automatic Speech Recognition Systems
|
NLP
|
Spring 2019
|
Bachelor Thesis
|
Interactive Construction of Database Queries
|
NLP
|
Spring 2019
|
Bachelor Thesis
|
Automatic Transcripts of Interviews
|
NLP
|
Spring 2019
|
Bachelor Thesis
|
Textploration: Automatic Analysis of Large Text Collections
|
NLP
|
Spring 2019
|
MAS Thesis
|
Structure and Evaluation of a dynamic Wide & Deep Learning Framework for Text Classification
|
NLP
|
Spring 2019
|
Advanced Master Project
|
Post-Processing Speech-to-Text Transcripts
|
NLP
|
2019
|
First Bachelor Project
|
Automatic Translation of Natural language to Computer Language with Machine Learning
|
NLP
|
Fall 2018
|
First Master Project
|
Deep Learning-Based Classification of Musculoskeletal Radiographs – Learn to Zoom from Network Response
|
CVPC
|
Fall 2018
|
First Bachelor Project
|
Speaker Recognition and Diarization on Realistic Data
|
CVPC
|
Fall 2018
|
First Bachelor Project
|
Using Proximal Policy Optimization to Play Bomberman
|
CVPC
|
Fall 2018
|
First Bachelor Project
|
Audio Processing for the Radiosands Art Project
|
CVPC
|
Fall 2018
|
Bachelor Thesis
|
Semantic Search of Legal Documents Using Word Embedding and Network Analysis
|
NLP
|
Fall 2018
|
Bachelor Thesis
|
Developing a Framework for Visual Corpus Exploration and Comparison of Machine and Deep Learning Algorithms
|
NLP
|
Fall 2018
|
First Bachelor Project
|
Interactive Construction of Database queries
|
NLP
|
Spring 2018
|
Bachelor Thesis
|
Recognizing Birds by Voice – The BirdCLEF 2018 Challenge
|
CVPC
|
Spring 2018
|
Bachelor Thesis
|
Speaker Diarization of Media Archives with Deep Neural Networks
|
CVPC
|
Spring 2018
|
Bachelor Thesis
|
PinballWizard ll: Using Reinforcement Learning to Control a Pinball Automaton
|
CVPC
|
Spring 2018
|
Bachelor Thesis
|
Understanding Deep Neural Networks
|
CVPC
|
Spring 2018
|
Bachelor Thesis
|
Automatic Translation from natural language to SPARQL with Neural Networks
|
NLP
|
Spring 2018
|
Bachelor Thesis
|
Natural Language Generation from Structured Data
|
NLP
|
Spring 2018
|
Master Thesis
|
Potential and Areas of Application of Automated text Comprehension in Marketing
|
NLP
|
Spring 2018
|
First Bachelor Project
|
Automatic Transcripts of Interviews
|
NLP
|
Spring 2018
|
MAS Thesis
|
Classification of Documents in the Medical Field
|
NLP
|
Fall 2017
|
Master Thesis
|
Learning to Cluster
|
CVPC
|
Fall 2017
|
Master Thesis
|
Reinforcement Learning to Play Doom
|
CVPC
|
Fall 2017
|
First Bachelor Project
|
Are Final Grades Predictable from Resume Photos? Debugging Deep Neural networks Based on a Controversial Claim
|
CVPC
|
Fall 2017
|
First Bachelor Project
|
Deep Learning Verfahren das Malen beibringen: Optimiertes Training für GANs
|
CVPC
|
Fall 2017
|
First Bachelor Project
|
Deep Learning for Speaker Clustering
|
CVPC
|
Fall 2017
|
First Bachelor Project
|
Deep Learning-Basierte Voice Conversion Mittels Problemspezifischer Loss-Funktion
|
CVPC
|
Fall 2017
|
Bachelor Thesis
|
Microservices as a Basis for Scalable Web-Applications
|
NLP
|
Fall 2017
|
First Bachelor Project
|
A Framework to Optimize Machine Learning Algorithms for Text Classification Through an Intuitive User Interface
|
NLP
|
Spring 2017
|
Second Master Project
|
A Survey on Voice Conversion Using Deep Learning
|
CVPC
|
Spring 2017
|
First Master Project
|
Evaluating OMR Systems
|
CVPC
|
Spring 2017
|
Bachelor Thesis
|
Machine Learning for Speaker Clustering
|
CVPC
|
Spring 2017
|
Bachelor Thesis
|
Speaker Clustering with Metric Embeddings
|
CVPC
|
Spring 2017
|
Bachelor Thesis
|
Age and Gender Detection with Word Embeddings and Deep Learning
|
NLP
|
Spring 2017
|
Bachelor Thesis
|
Building Conversational Dialog-Systems Using Sequence-To-Sequence Learning
|
NLP
|
Fall 2016
|
First Master Project
|
Fully Convolutional Neural Networks for Newspaper Article Segmentation
|
CVPC
|
Fall 2016
|
First Bachelor Project
|
Pinball Wizard: Using Deep Reinforcement Learning to Train a Pinball Wizard
|
CVPC
|
Fall 2016
|
First Bachelor Project
|
Recurrent Neural Networks for Speaker Recognition
|
CVPC
|
Fall 2016
|
First Bachelor Project
|
Deep OMR: New Ways for Optical Music Recognition
|
CVPC
|
Fall 2016
|
First Bachelor Project
|
TopicThunder: Topic-Specific Sentiment Analysis with Deep Learning
|
NLP
|
Fall 2016
|
First Bachelor Project
|
Best-Practices for Performante Java-Programming (Software Engineering)
|
NLP
|
Fall 2016
|
First Bachelor Project
|
Does My Computer Know Who I Am? (Machine Learning)
|
NLP
|
Spring 2016
|
First Master Project
|
Reinforcement Learning for Building Control
|
CVPC
|
Spring 2016
|
Bachelor Thesis
|
Instrument Recognition in Single-Source Audio Streams
|
CVPC
|
Spring 2016
|
Bachelor Thesis
|
Automatic Voice Recognition with Neural Networks
|
CVPC
|
Spring 2016
|
Bachelor Thesis
|
Artificial Intelligence for the Number-Puzzle 2048
|
CVPC
|
Sping 2016
|
Bachelor Thesis
|
Never Write Unit-Tests Again!
|
NLP
|
Sping 2016
|
Bachelor Thesis
|
Best Practices for Performante Java-Programming (Software Engineering)
|
NLP
|
Sping 2016
|
Bachelor Thesis
|
Error Prediction in Java Code using Machine Learning
|
NLP
|
Sping 2016
|
First Bachelor Project
|
Neural Machine Translation
|
NLP
|
Sping 2016
|
First Bachelor Project
|
Automatic Detection of Company Names in Texts Using Deep Learning
|
NLP
|
Spring 2016
|
First Bachelor Project
|
Cross-Domain Sentiment Analysis with Deep Convolutional Neural Networks
|
NLP
|
Fall 2015
|
First Bachelor Project
|
Artificial Intelligence for ‘Super Mario’ Through Neuroevolution
|
CVPC
|
Fall 2015
|
First Bachelor Project
|
Speaker Recognition with Convolutional Neural Networks
|
CVPC
|
Fall 2015
|
First Bachelor Project
|
Automatic Recognition of Chord Prediction in Pop Music
|
CVPC
|
Fall 2015
|
DAS Thesis
|
Cinema: Analysis of Genres and Plot Texts and their Impact on ‘Box Office’ Performance
|
NLP
|
Fall 2015
|
First Bachelor Project
|
Quality Analysis for Texts and Translations: TransRater
|
NLP
|
Spring 2015
|
Bachelor Thesis
|
Erkennung von Hintergrundmusik in Broadcast Audio
|
CVPC
|
Spring 2015
|
Bachelor Thesis
|
Development of a Android-App for the Recognition of Verbal Participation During Class
|
CVPC
|
Spring 2015
|
Bachelor Thesis
|
Deep Learning for Automatic Voice Recognition
|
CVPC
|
Spring 2015
|
Bachelor Thesis
|
Development of a Android-App for the Recognition of Participation in the Classroom
|
NLP
|
Spring 2015
|
Bachelor Thesis
|
Best-Practices for the Performance-Optimization of the Software-Development in Java
|
NLP
|
Spring 2015
|
Bachelor Thesis
|
Developing PlebML: A Modular Machine Learning Framework
|
NLP
|
Fall 2014
|
First Bachelor Project
|
Hilti Big Data Competition: Recommender Systems
|
CVPC
|
Fall 2014
|
First Bachelor Project
|
Bootstrap A Web App
|
NLP
|
Fall 2014
|
First Bachelor Project
|
Provision of Roads and Traffic Data for an Innovative Parking Application
|
NLP
|
Fall 2014
|
First Bachelor Project
|
Development of a Meta-Classifier for Sentiment Analysis
|
NLP
|
Fall 2014
|
First Bachelor Project
|
Development of a Meta-Classifier for Sentiment Analysis
|
NLP
|
Spring 2014
|
First Bachelor Project
|
Development of a Framework for Text Classification and Participation at SemEval
|
NLP
|
Spring 2014
|
Bachelor Thesis
|
Talkalyzer: New Algorithm for Automatic Speaker-Recognition
|
CVPC
|
Spring 2014
|
Bachelor Thesis
|
Talkalyzer: Mobile-App for Automatic Speaker-Recognition
|
CVPC
|
Spring 2014
|
Bachelor Thesis
|
Technology-Concept for a Revolutionary Parking Method
|
NLP
|
Spring 2014
|
Bachelor Thesis
|
Talkalyzer: New Algorithm for Automatic Speech Recognition
|
NLP
|
Spring 2014
|
Bachelor Thesis
|
Automatic Generation of Unit-Tests
|
NLP
|
Spring 2014
|
Bachelor Thesis
|
Talkalyzer: Mobile App for Automatic Speech Recognition
|
NLP
|
Fall 2013
|
First Bachelor Project
|
Web-Scale Data Analyses on a Big Data Appliance
|
CVPC
|
Fall 2013
|
First Bachelor Project
|
Use of Graph Algorithms to Improve the Punctuality of Trains
|
CVPC
|
Fall 2013
|
First Bachelor Project
|
New Test Concept using Bytecode-Instrumentation
|
NLP
|
Fall 2013
|
First Bachelor Project
|
Movement Plan for a Mobile Robot for the Flattening of Volleyball-Courts
|
NLP
|
Fall 2013
|
First Bachelor Project
|
Robotic Flattening of a Volleyball Court
|
NLP
|