Best Practices in Active Learning for Semantic Segmentation

Best Practices in Active Learning for Semantic Segmentation

8 February 2023

Sudhanshu Mittal

Jörg P. Schäfer

Thomas Brox

Papers citing "Best Practices in Active Learning for Semantic Segmentation"

7 / 7 papers shown

Title
Semi-Supervised Active Learning with Temporal Output Discrepancy Siyu Huang Tianyang Wang Haoyi Xiong Jun Huan Dejing Dou UQCV 38 67 0 29 Jul 2021
All you need are a few pixels: semantic segmentation with PixelPick Gyungin Shin Weidi Xie Samuel Albanie VLM 42 42 0 13 Apr 2021
Semi-Supervised Semantic Segmentation with High- and Low-level Consistency Sudhanshu Mittal Maxim Tatarchenko Thomas Brox SSL 47 374 0 15 Aug 2019
Diverse mini-batch Active Learning Fedor Zhdanov 49 153 0 17 Jan 2019
Deep Bayesian Active Learning with Image Data Y. Gal Riashat Islam Zoubin Ghahramani BDL UQCV 54 1,725 0 08 Mar 2017
Wider or Deeper: Revisiting the ResNet Model for Visual Recognition Zifeng Wu Chunhua Shen Anton Van Den Hengel SSeg 418 1,507 0 30 Nov 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 667 11,540 0 06 Apr 2016