Teaching

PhD Student Supervision

05/25-now Anna Tegon, PhD student @ ETH Zürich, with Luca Benini
04/25-08/25 Enrico Vezzali, visiting PhD student @ ETH Zürich, PhD student @ University of Modena and Reggio Emilia, with Prof. Costantino Grana, Prof. Luca Benini, and Prof. Federico Bolelli
12/24-now Cristian Cioflan, PhD student @ ETH Zürich, with Luca Benini
10/24-now Mahdi Abdollahpour, PhD student @ Unibo, with Alessandro Vanelli Coralli and Luca Benini
10/24-now Chi Zhang, PhD student @ ETH Zürich, with Luca Benini
09/24-now Giusy Spacone, PhD student @ ETH Zürich, with Luca Benini
03/24-now Morin Lucas, PhD student @ ETH Zürich, with Luc Van Gool
12/23-now Thorir Mar Ingolfsson, PhD student @ ETH Zürich, with Luca Benini
08/23-now Bin Ren, visiting PhD student @ ETH Zürich, with Luc Van Gool, Nicu Sebe, and Rita Cucchiara
04/23-now Pietro Bonazzi, PhD student @ ETH Zürich, with Michele Magno
03/21-06/23 Jiezhang Cao, PhD student @ ETH Zürich, with Luc Van Gool

Master Student Supervision

Ongoing

09/25-now: Marija Zelic @ ETH Zürich
- Master thesis: Foundation models for ECG signals
09/25-now: Danaé Broustail @ ETH Zürich
- Master thesis: Biosignal analysis with efficient state-space foundation models
09/25-now: Yanlong Chen @ ETH Zürich
- Master thesis: Accelerating vision-language models for faster inference with quantization and microscaling format
07/25-now: Glenn Anta Bucagu, Master student @ UZH
- Master thesis: Efficient foundation models for EEG signal analysis on the edge
03/25-now: Christos Dimopoulos, Master student @ ETH Zürich
- Master thesis: Pretraining and quantization techniques for ultrasound data compression
12/24-now: Qingxuan Chen, Master student @ UZH
- Semester project: Quantizing vision-language-action models for efficient on-device robot control
08/24-now: Yuli Zhou, Master student @ UZH
- Semester project 1: CAMSAM2: segment anything accurately in camouflaged videos (NeurIPS 2025)
- Semester project 2: Revisiting atomic rounding with vectorized reparameterization for LLM quantization
08/24-now: Tianren Gu, Master student @ ETH Zürich
05/24-now: Hang Guo, Master student @ Tsinghua University

Finished

04/25-10/25: Matteo Fasulo, Master student @ Unibo
- Master thesis: Foundation models for EMG human-machine interfaces
12/24-01/25: Alexandre Elsig, Dominik Senti, Jeffrey Zweidler, and Toth Balint, Master students @ ETH Zürich
- Course project: Finetuning and quantization of EEG-based foundational biosignal models on ECG and PPG data for blood pressure estimation
12/24-06/25: Ruixiang Chen, Master student @ KTH
- Master thesis: HiM2SAM: enhancing SAM2 with hierarchical motion estimation and memory optimization towards long-term tracking
11/24-06/25: Yanlong Chen, Master student @ ETH Zürich
- Semester project 1: WaveFormer: A lightweight Transformer model for sEMG-based gesture recognition (NER 2025)
- Semester project 2: PhysioWave: A multi-scale wavelet-Transformer for physiological signal representation (NeurIPS 2025)
10/24-now: Feiyu Pan, Master student @ Shandong University
- Project outcome: Semantic and sequential alignment for referring video object segmentation
09/24-03/25: Federica Palmisano, Master student @ ETH Zürich
- Master thesis: Modality-agnostic framework for biological signal analysis
09/24-03/25: Berkay Döner, Master student @ EPFL. Now Machine Learning Engineer @ Apple
- Master thesis: LUNA: Efficient and topology-agnostic foundation model for EEG signal analysis
09/24-03/25: Nicolas Lehmann, Master student @ ETH Zürich. Now Software Engineer @ Stadler
- Master thesis: Deep learning based EEG signal understanding using foundational models
09/24-03/25: Altur Pastor Pau, Master student @ ETH Zürich. Now PhD student @ Empa, ETH Domain
- Master thesis: Developing foundation models for raw ultrasound data
09/24-08/25: Yujie Chen, Master student @ RWTH Aachen University
- Master thesis: Q-MambaIR: accurate quantized Mamba for efficient image restoration
07/24-01/25: Anna Tegon, Master student @ Politecnico di Milano. Now PhD student @ ETH Zurich
- Master thesis: FEMBA: Efficient and scalable EEG analysis with a bidirectional Mamba foundation model
07/24-12/24: Ziqing Chang, Master student @ ETH Zürich. Now PhD student @ SUNY Buffalo
- Master thesis: Quantized sparse models for video semantic segmentation
06/24-12/24: Cyrill Knecht, Master student @ ETH Zürich. Now Career Starter Telecom @ SBB
- Master thesis: USDatarecyclerV2: denoising diffusion models for ultrasound RF data reconstruction
03/24-12/24: Alexandru Dimofte, Master student @ UZH
- Group project: CEReBrO: compact encoder for representations of brain oscillations using efficient alternating attention
03/24-12/24: Glenn Anta Bucagu, Master student @ UZH
- Group project: CEReBrO: compact encoder for representations of brain oscillations using efficient alternating attention
02/24-07/24: Hao Fang, Master student @ Shandong Univeristy. Now PhD student @ Shandong University
- Output: Unified embedding alignment for open-vocabulary video instance segmentation (ECCV 2024)
12/23-07/24: Yutong Xiang, Master student @ ETH Zürich. Now Machine Learning Engineer @ Lightly
- Master thesis: Region-level, similarity-based interactive image retrieval for visual quality inspection
10/23-05/24: Maurits Reitsma, Master student @ ETH Zürich. Now Software Engineer @ SCS - Supercomputing Systems AG
- Master thesis: Ultrasound image Recycling: predicting raw data with simulation-driven deep learning
09/23-12/23: Sebastian Jäger, Master student @ ETH Zürich
- Semester project: Self-supervised EEG representation for motor-imagery brain-computer interfaces
07/21-07/23: Xinchen Gao, Master student @ UESTC
- Project outcome: Learning continuous piecewise non-linear activation functions for deep neural networks
11/20-10/21: Huseyin Ziya Imamoglu, Master student @ ETH Zürich Now Software Engineer @ Google
- Master thesis: Neural architecture search for single image super-resolution
02/20-11/21: Yunxuan Wei, Master student @ SCUT.
- Project outcome: Unsupervised real-world image super resolution via domain-distance aware training
10/19-03/20: Silvio Paganucci, Master student @ ETH Zürich. Now Senior Research Associate @ iHomeLab - Research Center for Building Intelligence
- Semester project: Efficient ConvNet Architectures
10/20-12/20: Tobias Hächler, Bachelor student @ ETH Zürich
10/20-12/20: Jules Authier, Bachelor student @ ETH Zürich

2023 Fall, 227-0085-11L: Deep Learning for Image Manipulation. Lecturers: Yawei Li, Luc Van Gool.
2020 Fall, 227-0085-11L: Deep Learning for Image Manipulation. Lecturers: Luc Van Gool.
2019 Fall, 263-5902-00L: Computer Vision. Lecturers: Marc Pollefeys, Vittorio Ferrari Luc Van Gool
2018 Fall, 263-5902-00L: Computer Vision. Lecturers: Marc Pollefeys, Vittorio Ferrari Luc Van Gool
2017 Fall, 263-5902-00L: Computer Vision. Lecturers: Luc Van Gool, Vittorio Ferrari, Andreas Geiger