Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation

14 August 2021

Papers citing "Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation"

50 / 50 papers shown

Title
SeeDiff: Off-the-Shelf Seeded Mask Generation from Diffusion Models J. Park Kumju Jo Sungyong Baik DiffM 43 0 0 26 Jul 2025
Split Matching for Inductive Zero-shot Semantic Segmentation Jialei Chen Xu Zheng Dongyue Li Chong Yi Seigo Ito D. Paudel Luc Van Gool Hiroshi Murase Daisuke Deguchi VLM 273 1 0 08 May 2025
Bridge the Gap Between Visual and Linguistic Comprehension for Generalized Zero-shot Semantic Segmentation Xiaoqing Guo Wenbo Li Yixuan Yuan 150 0 0 31 Mar 2025
Semantic Segmentation of Transparent and Opaque Drinking Glasses with the Help of Zero-shot Learning Annalena Blänsdorf Tristan Wirth Arne Rak Thomas Pollabauer Volker Knauthe Arjan Kuijper VLM 170 0 0 19 Mar 2025
IPO: Interpretable Prompt Optimization for Vision-Language Models Yingjun Du Wenfang Sun Cees G. M. Snoek VLM 94 3 0 20 Oct 2024
ARPA: A Novel Hybrid Model for Advancing Visual Word Disambiguation Using Large Language Models and Transformers Aristi Papastavrou Maria Lymperaiou Giorgos Stamou AI4CE 96 1 0 12 Aug 2024
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis Ziming Zhong Yanxu Xu Jing Li Jiale Xu Zhengxin Li Chaohui Yu Shenghua Gao 3DV 138 11 0 18 Jul 2024
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation Yunheng Li Zhongyu Li Quansheng Zeng Qibin Hou Ming-Ming Cheng VLM 149 15 0 02 Jun 2024
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 120 5 0 08 Apr 2024
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation Jialei Chen Daisuke Deguchi Chenkai Zhang Hiroshi Murase VLM 149 1 0 21 Feb 2024
CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor Shuyang Sun Runjia Li Philip Torr Xiuye Gu Siyang Li VLM CLIP 187 44 0 12 Dec 2023
ZePT: Zero-Shot Pan-Tumor Segmentation via Query-Disentangling and Self-Prompting Yankai Jiang Zhongzhen Huang Rongzhao Zhang Xiaofan Zhang Shaoting Zhang VLM 139 14 0 07 Dec 2023
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation Jialei Chen Daisuke Deguchi Chenkai Zhang Xu Zheng Hiroshi Murase VLM 157 9 0 03 Oct 2023
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation Chaofan Ma Yu-Hao Yang Chen Ju Fei Zhang Ya Zhang Yanfeng Wang VLM 204 22 0 31 Aug 2023
DatasetDM: Synthesizing Data with Perception Annotations Using Diffusion Models Wei Wu Yuzhong Zhao Hao Chen Yuchao Gu Rui Zhao Yefei He Hong Zhou Mike Zheng Shou Chunhua Shen 157 119 0 11 Aug 2023
Prototypical Kernel Learning and Open-set Foreground Perception for Generalized Few-shot Semantic Segmentation Kai Huang Fei Wang Ye Xi Yutao Gao 122 13 0 09 Aug 2023
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding Runyu Ding Jihan Yang Chuhui Xue Wenqing Zhang Song Bai Xiaojuan Qi 3DV VLM 101 36 0 01 Aug 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data Yuhang Lu Qingnan Jiang Runnan Chen Yuenan Hou Xinge Zhu Yuexin Ma 3DPC 131 23 0 20 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 181 47 0 18 Jul 2023
Towards Open Vocabulary Learning: A Survey Jianzong Wu Xiangtai Li Shilin Xu Haobo Yuan Henghui Ding ... Jiangning Zhang Yu Tong Xudong Jiang Guohao Li Dacheng Tao ObjD VLM 202 176 0 28 Jun 2023
Exploring Open-Vocabulary Semantic Segmentation without Human Labels Jun Chen Deyao Zhu Guocheng Qian Guohao Li Zhicheng Yan Chenchen Zhu Fanyi Xiao Mohamed Elhoseiny Sean Culatana VLM 104 11 0 01 Jun 2023
RaSP: Relation-aware Semantic Prior for Weakly Supervised Incremental Segmentation Subhankar Roy Riccardo Volpi G. Csurka Diane Larlus CLL 86 6 0 31 May 2023
Bi-VLGM : Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation Wenting Chen Jie Liu Yixuan Yuan VLM 106 6 0 20 May 2023
Delving into Shape-aware Zero-shot Semantic Segmentation Xinyu Liu Beiwen Tian Zhen Wang Rui Wang Kehua Sheng Bo Zhang Hao Zhao Guyue Zhou VLM 122 23 0 17 Apr 2023
TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation Jingyao Li Pengguang Chen Shengju Qian Jiaya Jia VLM 99 14 0 15 Apr 2023
Instance-level Few-shot Learning with Class Hierarchy Mining Anh-Khoa Nguyen Vu Thanh-Toan Do Nhat-Duy Nguyen Vinh-Tiep Nguyen T. Ngo Tam V. Nguyen 104 14 0 15 Apr 2023
MVP-SEG: Multi-View Prompt Learning for Open-Vocabulary Semantic Segmentation Jie Guo Qimeng Wang Yan Gao Xiaolong Jiang Xu Tang Yao Hu Baochang Zhang VLM 92 11 0 14 Apr 2023
SATR: Zero-Shot Semantic Segmentation of 3D Shapes Ahmed Abdelreheem Ivan Skorokhodov M. Ovsjanikov Peter Wonka 3DPC 187 47 0 11 Apr 2023
DiffuMask: Synthesizing Images with Pixel-level Annotations for Semantic Segmentation Using Diffusion Models Weijia Wu Yuzhong Zhao Mike Zheng Shou Hong Zhou Chunhua Shen 282 162 0 21 Mar 2023
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation Prashant Pandey Mustafa Chasmai Monish Natarajan Brejesh Lall VLM 107 5 0 27 Feb 2023
Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision Jilan Xu Junlin Hou Yuejie Zhang Rui Feng Yi Wang Yu Qiao Weidi Xie VLM 110 100 0 22 Jan 2023
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation S. D. Dao Hengcan Shi Dinh Q. Phung Jianfei Cai VLM 68 0 0 18 Jan 2023
Open-vocabulary Object Segmentation with Diffusion Models Ziyi Li Qinye Zhou Xiaoyun Zhang Ya Zhang Yanfeng Wang Weidi Xie VLM 203 76 0 12 Jan 2023
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 183 204 0 07 Dec 2022
PLA: Language-Driven Open-Vocabulary 3D Scene Understanding Runyu Ding Jihan Yang Chuhui Xue Wenqing Zhang Song Bai Xiaojuan Qi VLM 119 170 0 29 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 93 50 0 13 Nov 2022
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma Yu-Hao Yang Yanfeng Wang Ya Zhang Weidi Xie VLM 92 49 0 27 Oct 2022
Perceptual Grouping in Contrastive Vision-Language Models Kanchana Ranasinghe Brandon McKinzie S. S. Ravi Yinfei Yang Alexander Toshev Jonathon Shlens VLM 196 63 0 18 Oct 2022
Prompt-driven efficient Open-set Semi-supervised Learning Haoran Li Chun-Mei Feng Tao Zhou Yong Xu Xiaojun Chang 131 4 0 28 Sep 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 127 31 0 06 Apr 2022
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation S. Gadre Mitchell Wortsman Gabriel Ilharco Ludwig Schmidt Shuran Song CLIP LM&Ro 180 188 0 20 Mar 2022
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings Wei Yin Yifan Liu Chunhua Shen Baichuan Sun Anton Van Den Hengel VLM 133 12 0 04 Feb 2022
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Mengde Xu Zheng Zhang Fangyun Wei Yutong Lin Yue Cao Han Hu Xiang Bai VLM 200 249 0 29 Dec 2021
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Huayu Chen Nayeon Lee VLM 238 436 0 22 Dec 2021
Image Segmentation Using Text and Image Prompts Timo Lüddecke Alexander S. Ecker CLIP VLM 342 531 0 18 Dec 2021
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 205 207 0 15 Dec 2021
Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding Su-Ram Cha Yooseung Wang VLM 110 11 0 30 Nov 2021
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling Dat T. Huynh Jason Kuen Zhe Lin Jiuxiang Gu Ehsan Elhamifar ISeg VLM 131 91 0 24 Nov 2021
Context-aware Feature Generation for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM 201 146 0 16 Aug 2020
A Survey on Deep Learning-based Architectures for Semantic Segmentation on 2D images Irem Ülkü Erdem Akagündüz SSeg 201 201 0 21 Dec 2019