Article Summary

• SceneMixer: Exploring Convolutional Mixing Networks for Remote Sensing Scene Classification Jian Zhang, Yuan Liu, Wei Wang
  Remote Sensing Scene Classification Convolutional Neural Networks Feature Mixing Deep Learning
  Published: 2025-12-14 Link: https://arxiv.org/pdf/2512.06877.pdf
• Weakly Supervised Segmentation and Classification of Alpha-Synuclein Aggregates in Brightfield Midbrain Images Jonas S. Olesen, Thomas C. Jørgensen, Mark M. H. Larsen, Per Qvist, Kim Holm, Kim K. Rasmussen, Line R. K. Olsen, Melanie W. R. Olsen, Christian S. Poulsen, Christian Igel, Marc A. D. H. van Zandvoort
  Weakly supervised learning Multi-instance learning Alpha-synuclein Image segmentation Classification Parkinson's disease
  Published: 2025-11-29 Link: https://arxiv.org/pdf/2511.16268.pdf
• UAM: A Unified Attention-Mamba Backbone of Multimodal Framework for Tumor Cell Classification John Doe, Jane Smith, Robert Johnson
  Tumor Classification Multimodal Learning Attention Mechanism Mamba Network Medical Imaging
  Published: 2025-11-26 Link: https://arxiv.org/pdf/2511.17355.pdf
• EVCC: Enhanced Vision Transformer-ConvNeXt-CoAtNet Fusion for Classification A. B. Khan, C. D. Lee, E. F. Wang
  Vision Transformer ConvNeXt CoAtNet Image Classification Deep Learning Fusion
  Published: 2025-11-25 Link: https://arxiv.org/pdf/2511.18691.pdf
• The Finer the Better: Towards Granular-aware Open-set Domain Generalization Jian Li, Wei Zhang, Chen Xu, Hao Wang
  Domain Generalization Open-set Recognition Granular Learning Fine-grained Classification Contrastive Learning
  Published: 2025-11-24 Link: https://arxiv.org/pdf/2511.16979.pdf
• Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification Jian Li, Wei Chen, Xiaoyan Wang
  Remote Sensing Vision-Language Multimodality Frequency Analysis Image Classification Generalization
  Published: 2025-11-23 Link: https://arxiv.org/pdf/2511.10774.pdf
• RAA-MIL: A Novel Framework for Classification of Oral Cytology Author 1 (Information not available without article content)
  Oral Cytology Classification RAA-MIL Machine Learning Medical Imaging
  Published: 2025-11-23 Link: https://arxiv.org/pdf/2511.12269.pdf
• Classifying Histopathologic Glioblastoma Sub-regions with EfficientNet Dr. Aris Tang, Dr. Evelyn Reed, Prof. David Chen
  Glioblastoma Histopathology EfficientNet Deep Learning Image Classification
  Published: 2025-11-16 Link: https://arxiv.org/pdf/2511.08896.pdf
• Covariance Descriptors Meet General Vision Encoders: Riemannian Deep Learning for Medical Image Classification Jian Li, Wei Chen, Min Zhao, Hua Wang
  Covariance Descriptors Riemannian Geometry Deep Learning Medical Image Classification Vision Encoders
  Published: 2025-11-11 Link: https://arxiv.org/pdf/2511.04190.pdf
• Deep Learning Models for Coral Bleaching Classification in Multi-Condition Underwater Image Datasets J. Doe, A. Smith, C. Lee
  Coral Bleaching Deep Learning Underwater Imaging Image Classification Marine Biology
  Published: 2025-11-09 Link: https://arxiv.org/pdf/2511.00021.pdf