Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation

11 July 2024

Papers citing "Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation"

22 / 22 papers shown

Title
DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception Junjie Wang Bin Chen Yulin Li Bin Kang Y. Chen Zhuotao Tian VLM 36 0 0 07 May 2025
Vision-Language Model for Object Detection and Segmentation: A Review and Evaluation Yongchao Feng Yajie Liu Shuai Yang Wenrui Cai J. Zhang ... Jiahui Lv Z. Liu Tengyuan Shi Qingjie Liu Y. Wang MLLM VLM 52 1 0 13 Apr 2025
Recover and Match: Open-Vocabulary Multi-Label Recognition through Knowledge-Constrained Optimal Transport Hao Tan Zichang Tan Jun Yu Li A. Liu Jun Wan Zhen Lei VLM 49 0 0 19 Mar 2025
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance Jiayi Zhao Fei Teng Kai Luo Guoqiang Zhao Z. Li Xu Zheng Kailun Yang VLM 72 2 0 04 Mar 2025
Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation Chanyoung Kim Dayun Ju Woojung Han Ming-Hsuan Yang Seong Jae Hwang VLM VOS 66 0 0 26 Nov 2024
ResCLIP: Residual Attention for Training-free Dense Vision-language Inference Yuhang Yang Jinhong Deng Wen Li Lixin Duan VLM 68 0 0 24 Nov 2024
Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation Sule Bai Yong-Jin Liu Yifei Han Haoji Zhang Yansong Tang VLM 72 3 0 24 Nov 2024
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements M. Arda Aydın Efe Mert Çırpar Elvin Abdinli Gözde B. Ünal Y. Sahin VLM 59 0 0 18 Nov 2024
CorrCLIP: Reconstructing Correlations in CLIP with Off-the-Shelf Foundation Models for Open-Vocabulary Semantic Segmentation Dengke Zhang Fagui Liu Quan Tang VLM 37 0 0 15 Nov 2024
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation Yuheng Shi Minjing Dong Chang Xu VLM 24 1 0 14 Nov 2024
SegEarth-OV: Towards Training-Free Open-Vocabulary Segmentation for Remote Sensing Images Kaiyu Li Ruixun Liu Xiangyong Cao Deyu Meng Zhi Wang Deyu Meng Zhi Wang 30 3 0 02 Oct 2024
EAGLE: Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation Chanyoung Kim Woojung Han Dayun Ju Seong Jae Hwang 19 10 0 03 Mar 2024
Leveraging Hidden Positives for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo ViT 16 31 0 27 Mar 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation Bohao Peng Zhuotao Tian Xiaoyang Wu Chenyao Wang Shu Liu Jingyong Su Jiaya Jia 42 71 0 26 Mar 2023
Learning Context-aware Classifier for Semantic Segmentation Zhuotao Tian Jiequan Cui Li Jiang Xiaojuan Qi Xin Lai Yixin Chen Shu Liu Jiaya Jia 85 22 0 21 Mar 2023
MaPLe: Multi-modal Prompt Learning Muhammad Uzair Khattak H. Rasheed Muhammad Maaz Salman Khan F. Khan VPVLM VLM 181 521 0 06 Oct 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz X. Wang ViT VLM 175 494 0 22 Feb 2022
Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation Li Jiang Shaoshuai Shi Zhuotao Tian Xin Lai Shu-Lin Liu Chi-Wing Fu Jiaya Jia SSL 3DPC 112 97 0 15 Oct 2021
PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask Xiaoliu Luo Zhuotao Tian Taiping Zhang Bei Yu Yuan Yan Tang Jiaya Jia 39 37 0 28 Sep 2021
Learning to Prompt for Vision-Language Models Kaiyang Zhou Jingkang Yang Chen Change Loy Ziwei Liu VPVLM CLIP VLM 319 2,108 0 02 Sep 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 243 1,817 0 18 Aug 2016