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cs.CV2026
Retrofitting Recurrent Vision-Language Models from Pretrained Backbones
Madhav Iyengar, Andreas Geiger, Hilde Kühne
Recent work shows that depth recurrence can be retrofitted into pretrained language models. In this work, we adapt this paradigm for visual understanding, using depth recurrence to…
cs.CV2023★ 4 cited
What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation
Benedikt Blumenstiel, Johannes Jakubik, Hilde Kühne +1
While semantic segmentation has seen tremendous improvements in the past, there are still significant labeling efforts necessary and the problem of limited generalization to classe…