Reproducibility Study of ’SLICE: Stabilized LIME for Consistent Explanations for Image Classifica...

Aritra Bandyopadhyay, Chiranjeev Bindra, Roan van Blanken, Arijit Ghosh

Action editor: Fernando Perez-Cruz

https://openreview.net/forum?id=vKUPXuEzj8

#superpixels #classification

Dual Superpixel Descriptors Boost Multi-Scale Image Matching

The dual superpatch descriptor combines interior superpixel features with border cues, boosting multi‑scale image matching; the paper was posted on 24 Sep 2025. Read more: getnews.me/dual-superpixel-descript... #superpixels #computervision

New Texture-Aware Superpixel Clustering Method Improves Efficiency

The Nearest‑Neighbor Superpixel Clustering method was posted on 24 Sep 2025 and uses overlapping patches with a fast nearest‑neighbor search to preserve texture details. Read more: getnews.me/new-texture-aware-superp... #superpixels #computervision

SuperPixel Anything Model Delivers Accurate, Regular Superpixels

The SuperPixel Anything Model (SPAM) improves boundary adherence while keeping superpixels regular, and its code and pretrained weights are publicly available on GitHub for download. Read more: getnews.me/superpixel-anything-mode... #spamodel #superpixels

New #Reproducibility Certification:

Reproducibility Study of ’SLICE: Stabilized LIME for Consistent Explanations for Image Classifica...

Aritra Bandyopadhyay, Chiranjeev Bindra, Roan van Blanken, Arijit Ghosh

https://openreview.net/forum?id=vKUPXuEzj8

#superpixels #classification

SPFormer: Enhancing Vision Transformer with Superpixel Representation

Jieru Mei, Liang-Chieh Chen, Alan Yuille, Cihang Xie

Action editor: Chang Xu

https://openreview.net/forum?id=nu1SjVgSuy

#superpixels #superpixel #imagenet