Past Theses & Labs Title Type Contact/Supervisor Assigned Student(s) Benchmarking DeepEye [confidential] B Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. EEG Benchmarking Platform [confidential] B Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Efficient Real-Time Egocentric Action Recognition M Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Foundation Models for Decoding Brain Activity - Benchmarking B Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Multi-Task Learning for Segmentation of Clinical EEG Datasets M Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Giving ChatGPT a Virtual Body S Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Multi-modal Contrastive Learning for Emotion Recognition [confidential] M Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Neural Networks for EEG Data: Compression and Reconstruction Validation [confidential] S Ard Kastrati ,Luca Lanzendörfer HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Unified Model for EEG-based Eye Tracking [confidential] B Ard Kastrati HS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Compute-Efficient Pretraining of Large EEG Models [confidential] B Ard Kastrati FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Deep Learning-Based Compression of EEG Data Using Neural Codecs [confidential] S Ard Kastrati ,Luca Lanzendörfer FS 24 This email address is protected from spam bots. You need JavaScript enabled to view it. Diverse Datasets for BCI [confidential] S Ard Kastrati HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Pre-training a Deep Learning Model for Decoding Brain Activity [confidential] B Ard Kastrati HS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. Expressions and Emotion Detection from HMD Sensors M Ard Kastrati FS 23 This email address is protected from spam bots. You need JavaScript enabled to view it. From Pixels to Nodes: A Segmentation-Driven Approach to Image Classification G Karolis Martinkus ,Ard Kastrati FS 23 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. ,This email address is protected from spam bots. You need JavaScript enabled to view it. Deep Learning Sensor Fusion Models in the domain of Electroencephalogram-based Eye Tracking [confidential] M Ard Kastrati HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. EEG - Eye Tracking: A Wavelet Packets Approach S Ard Kastrati HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. On the Mental State Classification in the VSS Paradigm [confidential] M Ard Kastrati HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Predicting Horizontal Direction of Eye Movement using Electroencephalography Data from EEGEyeNet’s Visual Symbol Search Dataset S Ard Kastrati HS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. Towards Semi-Supervised Region-Learning for Electroencephalography Models S Ard Kastrati HS 22 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. 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. Data-driven Preprocessing of EEG Data M Ard Kastrati ,Benjamin Estermann FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. DeepEye: Eye Tracking with Deep Learning S Ard Kastrati FS 22 This email address is protected from spam bots. You need JavaScript enabled to view it. On the Generalization of Saliency Models [confidential] B Ard Kastrati 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. Abstraction and Reasoning Challenge B Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Benchmarking Graph Neural Networks [confidential] M Béni Egressy ,Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. CloudMLS: A Cloud-based E2EE scheme M Karolis Martinkus ,Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Preprocessing of EEG Data for DL Models [confidential] S Ard Kastrati HS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. A Framework for Algorithmic Learning: How Does Complexity Arise in Evolution? G Ard Kastrati FS 21 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. OEIS Sequence Classification [confidential] S Ard Kastrati FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Beyond Left-Right Gaze Prediction with EEG Data [confidential] B Ard Kastrati ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. End to End Encryption in a Cloud-Based Messenger [confidential] S Ard Kastrati ,Karolis Martinkus FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Evolutionary Methods for Sequences B Ard Kastrati FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Preprocessing of EEG Data for Deep Learning Models [confidential] S Ard Kastrati ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it. Study About the Size and Quality of the EEG Dataset S Ard Kastrati ,Damian Pascual FS 21 This email address is protected from spam bots. You need JavaScript enabled to view it.
