DMNews

When your best customers ignore your best offer: what segmentation gets wrong

Tension: We segment customers to personalize marketing, yet most segmentation strategies reveal how little we understand ...
DMNews

Why consumer segmentation captures behavior but misses motivation

In 2014, Experian Marketing Services released research identifying six distinct deal-seeking consumer segments. The ...
IEEE

Self-Supervised Medical Image Segmentation Using Deep Reinforced Adaptive Masking

Abstract: Self-supervised learning aims to learn transferable representations from unlabeled data for downstream tasks. Inspired by masked language modeling in natural language processing, masked ...
GitHub

SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation

We propose an encoder-decoder for open-vocabulary semantic segmentation comprising a hierarchical encoder-based cost map generation and a gradual fusion decoder. We introduce a category early ...
GitHub

XMem: Long-Term Video Object Segmentation with an Atkinson-Shiffrin Memory Model

New VOS project: Putting the Object Back into Video Object Segmentation: https://github.com/hkchengrex/Cutie We frame Video Object Segmentation (VOS), first and ...
IEEE

Robust Image Segmentation Using Fuzzy C-Means Clustering With Spatial Information Based on Total Generalized Variation

Abstract: Fuzzy c-means clustering (FCM) has proved highly successful in the manipulation and analysis of image information, such as image segmentation. However, the effectiveness of FCM-based ...