Context-aware Feature Generation for Zero-shot Semantic Segmentation

16 August 2020

Papers citing "Context-aware Feature Generation for Zero-shot Semantic Segmentation"

29 / 29 papers shown

Title
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 54 0 0 08 May 2025
Show or Tell? A Benchmark To Evaluate Visual and Textual Prompts in Semantic Segmentation Gabriele Rosi Fabio Cermelli VLM 42 0 0 06 May 2025
AlignZeg: Mitigating Objective Misalignment for Zero-shot Semantic Segmentation Jiannan Ge Lingxi Xie Hongtao Xie Pandeng Li Xiaopeng Zhang Yongdong Zhang Qi Tian VLM 23 3 0 08 Apr 2024
Zero-shot Building Attribute Extraction from Large-Scale Vision and Language Models Fei Pan Sangryul Jeon Brian Wang Frank Mckenna Stella X. Yu 44 2 0 19 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 39 10 0 07 Dec 2023
Feature 3DGS: Supercharging 3D Gaussian Splatting to Enable Distilled Feature Fields Shijie Zhou Haoran Chang Sicheng Jiang Zhiwen Fan Zehao Zhu Dejia Xu Pradyumna Chari Suya You Zhangyang Wang A. Kadambi 3DGS 30 161 0 06 Dec 2023
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models Jiayun Luo Siddhesh Khandelwal Leonid Sigal Boyang Albert Li MLLM VLM 32 7 0 28 Nov 2023
AttrSeg: Open-Vocabulary Semantic Segmentation via Attribute Decomposition-Aggregation Chaofan Ma Yu-Hao Yang Chen Ju Fei Zhang Ya-Qin Zhang Yanfeng Wang VLM 45 17 0 31 Aug 2023
Improving Text Semantic Similarity Modeling through a 3D Siamese Network Jianxiang Zang Hui Liu 3DPC 22 2 0 18 Jul 2023
DaTaSeg: Taming a Universal Multi-Dataset Multi-Task Segmentation Model Xiuye Gu Yin Cui Jonathan Huang Abdullah M. Rashwan X. Yang ... Golnaz Ghiasi Weicheng Kuo Huizhong Chen Liang-Chieh Chen David A. Ross ISeg 28 26 0 02 Jun 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 27 30 0 23 May 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 34 11 0 14 Apr 2023
[CLS] Token is All You Need for Zero-Shot Semantic Segmentation Letian Wu Wenya Zhang Tengping Jiang Wankou Yang Xin Jin Wenjun Zeng VLM 26 4 0 13 Apr 2023
Prompt Pre-Training with Twenty-Thousand Classes for Open-Vocabulary Visual Recognition Shuhuai Ren Aston Zhang Yi Zhu Shuai Zhang Shuai Zheng Mu Li Alexander J. Smola Xu Sun VPVLM VLM 21 28 0 10 Apr 2023
FreeSeg: Unified, Universal and Open-Vocabulary Image Segmentation Jie Qin Jie Wu Pengxiang Yan Ming Li Ren Yuxi ... Yitong Wang Rui Wang Shilei Wen X. Pan Xingang Wang SSeg VLM 21 88 0 30 Mar 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 33 140 0 21 Mar 2023
Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation S. D. Dao Hengcan Shi Dinh Q. Phung Jianfei Cai VLM 34 0 0 18 Jan 2023
ZegCLIP: Towards Adapting CLIP for Zero-shot Semantic Segmentation Ziqi Zhou Bowen Zhang Yinjie Lei Lingqiao Liu Yifan Liu VLM 26 167 0 07 Dec 2022
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma Yu-Hao Yang Yanfeng Wang Ya-Qin Zhang Weidi Xie VLM 23 48 0 27 Oct 2022
Zero-shot point cloud segmentation by transferring geometric primitives Runnan Chen Xinge Zhu Nenglun Chen Wei Li Yuexin Ma Ruigang Yang Wenping Wang 3DPC 23 8 0 18 Oct 2022
Open-world Semantic Segmentation via Contrasting and Clustering Vision-Language Embedding Quan Liu Youpeng Wen Jianhua Han Chunjing Xu Hang Xu Xiaodan Liang VLM 13 67 0 18 Jul 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge J. Belongie V. Koltun René Ranftl VLM 45 601 0 10 Jan 2022
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 24 454 0 02 Dec 2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary Siyuan Zhou Li Niu Jianlou Si Chao Qian Liqing Zhang 12 10 0 04 Oct 2021
SIGN: Spatial-information Incorporated Generative Network for Generalized Zero-shot Semantic Segmentation Jiaxin Cheng Soumyaroop Nandi Premkumar Natarajan Wael AbdAlmageed VLM 22 55 0 27 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 21 77 0 14 Aug 2021
Conterfactual Generative Zero-Shot Semantic Segmentation Feihong Shen Jun Liu Ping Hu BDL 31 9 0 11 Jun 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 27 68 0 21 Apr 2021
Weak-shot Fine-grained Classification via Similarity Transfer Junjie Chen Li Niu Liu Liu Liqing Zhang 28 21 0 19 Sep 2020