Available Theses & Labs Title Type Contact/Supervisor Assigned Exceptional Students for ML in Audio/Music B/M/S Luca Lanzendörfer ,Florian Grötschla available Current Theses & Labs Title Type Contact/Supervisor Assigned Student(s) CLAPv2 M Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Conditional Generation of Wavetables B Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Evaluating Audio Metrics S Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Evaluating Positional Encodings for Graph Transformers S Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. GNNs for Supply Chain Networks S Florian Grötschla ,Joël Mathys FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Graph Neural Networks on Music Graphs S Florian Grötschla ,Luca Lanzendörfer FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Hierarchical Graph Transformers S Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Learning Finite State Automatons on Graphs with Reinforcement Learning M Florian Grötschla ,Joël Mathys FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Lightning Network + GNNs M Florian Grötschla ,Lioba Heimbach FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Lyrics Alignment S Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Lyrics-to-Vocals M Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Mel Spectrogram Vocoder S Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. open-source Llark B Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Stock Market Graphs S Florian Grötschla ,Joël Mathys FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. ,This email address is protected from spam bots. You need JavaScript enabled to view it. Text-to-Speech Arena S Luca Lanzendörfer ,Florian Grötschla FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Automated Electronic Placement and Routing M Florian Grötschla ,Benjamin Estermann HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Bring Your Own Idea: Music Dataset B Luca Lanzendörfer ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Swarm Intelligence Reinforcement Learning M Benjamin Estermann ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Past Theses & Labs Title Type Contact/Supervisor Assigned Student(s) AEye: A Visualization Tool for Image Datasets [confidential] G Florian Grötschla ,Luca Lanzendörfer HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Generative Musical Source Separation Based on Neural Audio Codecs [confidential] S Luca Lanzendörfer ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Exploring Activation Ensembles for Feed-Forward Neural Networks B Florian Grötschla ,Joël Mathys HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. GNNs for TPU Graphs S Joël Mathys ,Florian Grötschla HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Enhancing GNNs: An Exploration of Iterative Solving and Augmentation Techniques B Joël Mathys ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Asynchronous GNNs [confidential] G Joël Mathys ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. DISCO-10M Creation and Data Exploration [confidential] S Luca Lanzendörfer ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Finite State Algorithm Learning on Graphs [confidential] M Joël Mathys ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. SALSA-CLRS: A Sparse and Scalable Benchmark for Algorithmic Reasoning [confidential] S Florian Grötschla ,Joël Mathys FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. A Generalisation Benchmark for Machine Learning Methods Predicting Fluid Flows [confidential] B Florian Grötschla ,Joël Mathys FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Swarm Intelligence Cup [confidential] G Benjamin Estermann ,Florian Grötschla FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Bitcoin Lightning Network Statistics and On-Chain Analysis [confidential] B Florian Grötschla ,Lioba Heimbach HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Challenging Code Search Models through Semantic Attacks [confidential] S Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Challenging the Lexical Focus of Code Search S Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Canonical Identifier Naming on Code Search Models G Peter Belcák ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Decentralized Federated Policy Gradient with Provably Fast Convergence and Byzantine Fault Tolerance [confidential] S Xiaofeng Flint Fan ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Efficient Graph Drawing with GNNs using Overlay Graphs [confidential] B Florian Grötschla ,Joël Mathys HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Exploring Graph Neural Networks and Hierarchical Structures for Traffic Forecasting B Joël Mathys ,Florian Grötschla HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. SSA Data Flow Information for Semantic Code Tasks B Peter Belcák ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Inconvenient Data Sets for Graph Neural Networks [confidential] B Béni Egressy ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Unreasonable Effectiveness of Edge Features: Formalization and Applications of Edge Pre-coloring in Color Refinement [confidential] S Béni Egressy ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Algorithm Learning from Data B Peter Belcák ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Benchmarking Graph Neural Network Models [confidential] S Béni Egressy ,Florian Grötschla FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
