What a mess: Multi-domain evaluation of zero-shot semantic segmentation

B Blumenstiel, J Jakubik, H Kühne… - Advances in Neural …, 2024 - proceedings.neurips.cc
While semantic segmentation has seen tremendous improvements in the past, there are still
significant labeling efforts necessary and the problem of limited generalization to classes …

WBCAtt: a white blood cell dataset annotated with detailed morphological attributes

S Tsutsui, W Pang, B Wen - Advances in Neural Information …, 2024 - proceedings.neurips.cc
The examination of blood samples at a microscopic level plays a fundamental role in clinical
diagnostics. For instance, an in-depth study of White Blood Cells (WBCs), a crucial …

Brainformer: Mimic human visual brain functions to machine vision models via fMRI

XB Nguyen, X Li, P Sinha, SU Khan, K Luu - Neurocomputing, 2025 - Elsevier
Human perception plays a vital role in forming beliefs and understanding reality. A deeper
understanding of brain functionality will lead to the development of novel deep neural …

[PDF][PDF] Supplementary Material What a MESS: Multi-Domain Evaluation of Zero-Shot Semantic Segmentation

B Blumenstiel, J Jakubik, H Kühne, M Vössing - proceedings.neurips.cc
The taxonomy and the characterized datasets serve as a basis for the selection of the
benchmark datasets. Therefore, we describe the taxonomy development in this section in …