Review — Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation

Axial-DeepLab, for Both Image Classification & Segmentation

Sik-Ho Tsang
6 min readFeb 22, 2023

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Axial-DeepLab: Stand-Alone Axial-Attention for Panoptic Segmentation,
Axial-DeepLab, by Johns Hopkins University, and Google Research,
2020 ECCV, Over 400 Citations (

@ Medium)
Image Classification, Panoptic Segmentation, Instance Segmentation, Semantic Segmentation
==== My Other Paper Readings Are Also Over Here ====

  • Conventional 2D self-attention which has very…

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Sik-Ho Tsang

PhD, Researcher. I share what I learn. :) Linktree: https://linktr.ee/shtsang for Twitter, LinkedIn, etc.