ETH Zurich

Open Opportunities

Learning to Deblur Images with Events University of Zurich Robotics and Perception Explore machine learning based approaches for deblurring of images with events Computer Vision, Image Processing, Pattern Recognition Master Thesis, Semester Project

Simulation to Real World Transfer University of Zurich Robotics and Perception The project aims to develop techniques based on machine learning to have maximal knowledge transfer between simulated and real world on a navigation task. Intelligent Robotics Bachelor Thesis, Master Thesis, Semester Project

Unsupervised Obstacle Detection Learning University of Zurich Robotics and Perception In this project, we aim to build a self-supervised depth estimation and segmentation algorithm by embedding classic computer vision principles (e.g. brightness constancy) into a neural network. Computer Vision, Intelligent Robotics, Knowledge Representation and Machine Learning Master Thesis, Semester Project

Visual-Inertial Teach and Repeat for Robotic Manipulation ETH Zurich Autonomous Systems Lab The goal of this project is to develop an intuitive robot programming tool by capturing task executions from an uncalibrated visual-inertial sensor strapped to a human operator. Intelligent Robotics Master Thesis

Target following on nano-scale UAV University of Zurich Robotics and Perception This project focuses on the object tracking, (i.e., target following) on nano-UAVs (few centimeters in size). Computer Vision, Intelligent Robotics Master Thesis, Semester Project

Word prediction on Android ETH Zurich Advanced Interactive Technologies Develop an environment for simulating and testing user input on an Android Open Source keyboard with word suggestion and autocorrection. Perform simulation and user studies to evaluate novel ways to improve word suggestions. Computer Software, Information Systems Bachelor Thesis, Semester Project

Data Scientist Internship ETH Zurich Nanotechnology Group greenTEG is developing innovative sensor solutions for its target markets in Laser, Building Physics, and Wearables. To get additional support within our development team we are looking for an intern with expertise in data science and algorithm development, e.g. machine learning. Analysis of Algorithms and Complexity, Neural Networks, Genetic Alogrithms and Fuzzy Logic, Numerical Analysis, Signal Processing, Simulation and Modelling, Software Engineering Internship

MSc Thesis/Internship – Investigating the link between the eye’s pupil size, brain activity, and behaviour ETH Zurich Neural Control of Movement Lab We are looking for a MSc thesis student/Intern to join a current project aimed at investigating the link between the eye’s pupil, brain activity, and behavioural task performance in healthy volunteers Behavioural and Cognitive Sciences, Medical and Health Sciences Internship, Master Thesis

Transfer learning techniques for application of deep neural networks in 3D fluorescent microscopy images ETH Zurich Computer-assisted Applications in Medicine Application of deep neural networks to 3D fluorescent microscopy datasets poses some specific challenges such as differences in their input distributions or scarce labeled data. We aim to address them by investigating transfer learning techniques such as domain adaptation of multi-task learning. Biomedical Engineering, Computational Biology and Bioinformatics, Computer Vision, Image Processing Master Thesis

Speed breeding in common beans ETH Zurich Molecular Plant Breeding This thesis aims to develop a protocol for fast generation advance in climbing beans. Stress conditions (drought, removing the apex) and chemical treatments (hormones) will be tested to induce rapid flowering. Crop and Pasture Production, Environmental Impact Assessment, Horticulture, Other Agricultural, Veterinary and Environmental Sciences Master Thesis