Current Theses & Labs
Title Type Contact/Supervisor Assigned Student(s)
Structured Sparsity for Efficient Model Inference S Peter Belcák FS 24 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)
Leveraging Dense Text Representations for Efficient Language Modeling M Peter Belcák HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it.
Text Compression for Efficient Language Generation M Peter Belcák HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it.
Contrastive Pre-Training for Integer Sequence Understanding [confidential] S Peter Belcák FS 23 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.
Learning Representations for Integer Sequences [confidential] S Peter Belcák HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Investigating `Grokking` – Late Generalisation in Deep Learning B Peter Belcák HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Benchmarking The Algorithmic Reasoning Of Neural Models B Peter Belcák HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Snapshot Processing Pipeline & Positioning Algorithm for a Non-recovered GNSS Receiver [confidential] M Peter Belcák 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.
Algorithm Learning on OEIS B Peter Belcák ,Ard Kastrati FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Code Search for Natural Querying [confidential] B Peter Belcák ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Data Curation Mechanisms for Algorithm Learning B Peter Belcák ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Designing a Low-Power Autonomous Embedded System for Aircraft Collision Prevention B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Designing PACAS Pilot B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Disentangling Representations of Graph Drawings [confidential] B Benjamin Estermann ,Peter Belcák 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.
MMP: An Object-Oriented Multi-Machine Parser Generator M Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
CYK and Earley in Multi-Machine Parser Generator [confidential] B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Neural Grammatical Inference for Regular Grammars [confidential] B Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Pretrained Model for Understanding of Integer Sequences B Peter Belcák ,Ard Kastrati FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Quantifying Effects of Design Decisions in VAE-based Unsupervised Disentanglement Learning [confidential] B Benjamin Estermann ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Taking an Electoral Photograph with Neural Networks S Andrei Constantinescu ,Peter Belcák FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it.
Graph Pattern Mining In Code B Peter Belcák HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it.
Collision Detection Algorithm for a Practical Airborne Collision Avoidance System B Peter Belcák HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it.