Deep Image Codec Control for Vision Models
Christoph Reich
2023
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Oliver Hahn, M.Sc.
Towards More Explainable Image Segmentation
Max Zimmermann
2023
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Robin Hesse, M.Sc.
Video Instance Segmentation using Mask R-CNN with DINO Features and Optical Flow
Melda Eksi
2023
Masterarbeit
Betreuer/innen: Simone Schaub-Meyer, Dr. Sc., Dustin Carrión, M.Sc.
Text conditioned Scene Video Synthesis Generation of Consecutive Views of Unbound Scenes using Diffusion Models
Mario Nowak
2023
Masterarbeit
Betreuer/in: Simone Schaub-Meyer, Dr. Sc.
Refined Transformer-based Correspondence Estimation
Julia Abels
2023
Masterarbeit
Betreuer/innen: Simone Schaub-Meyer, Dr. Sc., Simon Kiefhaber, M.Sc.
Cross-Domain Semantic Segmentation with Adapters
Ulla Scheler
2022
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Jan-Martin Steitz, M.Sc.
Multimodal Context-Object Split Latent Spaces for Diverse Multi-Task Learning
Konstantinos Papa
2022
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Krishnakant Singh, M.Sc.
Exploiting Non-Local Dependencies for Image Restoration using Attribution Priors
Eduard Zamfir
2022
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Robin Hesse, M.Sc.
Quantifying Errors and Learning to Better Fail in Image Classification
Steffen Kuchelmeister
2022
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Jan-Martin Steitz, M.Sc.
PCA Encoding for Video Frame Interpolation
Moritz Nottebaum
2022
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Simone Schaub-Meyer, Dr. Sc.
Multimodal Data Augmentation for Image Captioning
Oliver Hahn
2022
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Shweta Mahajan, M.Sc.
Self-Supervised Active Learning for Semantic Segmentation
Marcel de Boer
2021
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Jannik Schmitt, M.Sc.
Optical Flow Estimation with Superpixels for High-resolution Images
Lukas Goldschmidt
2021
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Simone Schaub-Meyer, Dr. Sc.
Semi-Supervised Video Instance Segmentation
Zhangjie Yang
2021
Masterarbeit
Betreuer/innen: Prof. Stefan Roth, Ph.D., Nikita Araslanov, M.Sc.
Multi-Scale Value Iteration Networks for Panoptic Segmentation
Sherwin Bahmani
2021
Masterarbeit
Betreuer/in: Prof. Stefan Roth, Ph.D.
Homography Estimation in the Realm of Deep Learning
Robin Hesse
2020
Masterarbeit
Betreuer/in: Prof. Stefan Roth, Ph.D.