Enhancing Weakly Supervised Semantic Segmentation with Multi-modal
Foundation Models: An End-to-End Approach

Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach

10 May 2024

Elham Ravanbakhsh

Papers citing "Enhancing Weakly Supervised Semantic Segmentation with Multi-modal Foundation Models: An End-to-End Approach"

13 / 13 papers shown

Title
Weakly-Supervised Semantic Segmentation with Image-Level Labels: from Traditional Models to Foundation Models Zhaozheng Chen Qianru Sun VLM 69 8 0 19 Oct 2023
CLIP Itself is a Strong Fine-tuner: Achieving 85.7% and 88.0% Top-1 Accuracy with ViT-B and ViT-L on ImageNet Xiaoyi Dong Jianmin Bao Ting Zhang Dongdong Chen Shuyang Gu Weiming Zhang Lu Yuan Dong Chen Fang Wen Nenghai Yu CLIP 39 36 0 12 Dec 2022
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 183 2,315 0 02 Dec 2021
Railroad is not a Train: Saliency as Pseudo-pixel Supervision for Weakly Supervised Semantic Segmentation Seungho Lee Minhyun Lee Jongwuk Lee Hyunjung Shim 54 218 0 19 May 2021
Background-Aware Pooling and Noise-Aware Loss for Weakly-Supervised Semantic Segmentation Youngmin Oh Beomjun Kim Bumsub Ham NoLa 52 98 0 02 Apr 2021
Anti-Adversarially Manipulated Attributions for Weakly and Semi-Supervised Semantic Segmentation Jungbeom Lee Eunji Kim Sungroh Yoon 66 228 0 16 Mar 2021
Single-Stage Semantic Segmentation from Image Labels Nikita Araslanov Stefan Roth 59 249 0 16 May 2020
Saliency Guided Self-attention Network for Weakly and Semi-supervised Semantic Segmentation Qi Yao Xiaojin Gong 47 75 0 12 Oct 2019
Learning Representations by Maximizing Mutual Information Across Views Philip Bachman R. Devon Hjelm William Buchwalter SSL 155 1,463 0 03 Jun 2019
Tell Me Where to Look: Guided Attention Inference Network Kunpeng Li Ziyan Wu Kuan-Chuan Peng Jan Ernst Y. Fu 89 530 0 27 Feb 2018
Object Region Mining with Adversarial Erasing: A Simple Classification to Semantic Segmentation Approach Yunchao Wei Jiashi Feng Xiaodan Liang Ming-Ming Cheng Yao-Min Zhao Shuicheng Yan 65 805 0 24 Mar 2017
Exploiting saliency for object segmentation from image level labels Seong Joon Oh Rodrigo Benenson Anna Khoreva Zeynep Akata Mario Fritz Bernt Schiele SSeg 390 199 0 28 Jan 2017
Learning Deep Features for Discriminative Localization Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba SSL SSeg FAtt 163 9,280 0 14 Dec 2015