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 ...
IEEE

CMTFNet: CNN and Multiscale Transformer Fusion Network for Remote-Sensing Image Semantic Segmentation

Abstract: Convolutional neural networks (CNNs) are powerful in extracting local information but lack the ability to model long-range dependencies. In contrast, the transformer relies on multihead self ...
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 ...