Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation

18 January 2023

Jianfei Cai

Papers citing "Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation"

28 / 28 papers shown

Title
CMT-DeepLab: Clustering Mask Transformers for Panoptic Segmentation Qihang Yu Huiyu Wang Dahun Kim Siyuan Qiao Maxwell D. Collins Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT MedIm 59 91 0 17 Jun 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 67 263 0 28 Mar 2022
Deep Hierarchical Semantic Segmentation Liulei Li Tianfei Zhou Wenguan Wang Jianwu Li Yi Yang SSeg 218 131 0 27 Mar 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xinyu Wang ViT VLM 264 517 0 22 Feb 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 94 610 0 10 Jan 2022
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 72 191 0 15 Dec 2021
Masked-attention Mask Transformer for Universal Image Segmentation Bowen Cheng Ishan Misra Alex Schwing Alexander Kirillov Rohit Girdhar ISeg 173 2,315 0 02 Dec 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 43 55 0 27 Aug 2021
Discriminative Region-based Multi-Label Zero-Shot Learning Sanath Narayan Akshita Gupta Salman Khan Fahad Shahbaz Khan Ling Shao M. Shah VLM 52 43 0 20 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 98 77 0 14 Aug 2021
A Unified Efficient Pyramid Transformer for Semantic Segmentation Fangrui Zhu Yi Zhu Li Zhang Chongruo Wu Yanwei Fu Mu Li ViT 45 30 0 29 Jul 2021
Per-Pixel Classification is Not All You Need for Semantic Segmentation Bowen Cheng Alex Schwing Alexander Kirillov VLM ViT 116 1,517 0 13 Jul 2021
SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Enze Xie Wenhai Wang Zhiding Yu Anima Anandkumar J. Álvarez Ping Luo ViT 118 4,934 0 31 May 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo VLM 97 68 0 21 Apr 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 605 28,659 0 26 Feb 2021
MaX-DeepLab: End-to-End Panoptic Segmentation with Mask Transformers Huiyu Wang Yukun Zhu Hartwig Adam Alan Yuille Liang-Chieh Chen ViT 86 528 0 01 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 259 40,217 0 22 Oct 2020
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 59 139 0 16 Aug 2020
Learning unbiased zero-shot semantic segmentation networks via transductive transfer Haiyang Liu Yichen Wang Jiayi Zhao Guowu Yang Fengmao Lv 20 22 0 01 Jul 2020
Connecting Vision and Language with Localized Narratives Jordi Pont-Tuset J. Uijlings Soravit Changpinyo Radu Soricut V. Ferrari ObjD 56 245 0 06 Dec 2019
Zero-Shot Semantic Segmentation Max Bucher Tuan-Hung Vu Matthieu Cord P. Pérez VLM SSeg 113 319 0 03 Jun 2019
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 87 2,993 0 07 Aug 2017
COCO-Stuff: Thing and Stuff Classes in Context Holger Caesar J. Uijlings V. Ferrari 107 1,377 0 12 Dec 2016
V-Net: Fully Convolutional Neural Networks for Volumetric Medical Image Segmentation Fausto Milletari Nassir Navab Seyed-Ahmad Ahmadi 188 8,615 0 15 Jun 2016
CYCLADES: Conflict-free Asynchronous Machine Learning Yang Zhang Maximilian Lam Stephen Tu Dimitris Papailiopoulos Ce Zhang Michael I. Jordan M. Shah Christopher Ré Benjamin Recht 31 108 0 31 May 2016
Fully Convolutional Networks for Semantic Segmentation Evan Shelhamer Jonathan Long Trevor Darrell VOS SSeg 278 37,704 0 20 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 1.2K 192,638 0 10 Dec 2015
Microsoft COCO Captions: Data Collection and Evaluation Server Xinlei Chen Hao Fang Nayeon Lee Ramakrishna Vedantam Saurabh Gupta Piotr Dollar C. L. Zitnick 144 2,461 0 01 Apr 2015