CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation

16 December 2022

Papers citing "CLIP is Also an Efficient Segmenter: A Text-Driven Approach for Weakly Supervised Semantic Segmentation"

20 / 20 papers shown

Title
2HandedAfforder: Learning Precise Actionable Bimanual Affordances from Human Videos Marvin Heidinger Snehal Jauhri V. Prasad Georgia Chalvatzaki 60 0 0 12 Mar 2025
ViLa-MIL: Dual-scale Vision-Language Multiple Instance Learning for Whole Slide Image Classification Jiangbo Shi Chen Li Tieliang Gong Yefeng Zheng Huazhu Fu VLM 60 7 0 12 Feb 2025
Disentangling CLIP for Multi-Object Perception Samyak Rawelekar Yujun Cai Yiwei Wang Ming-Hsuan Yang N. Ahuja VLM CoGe 72 0 0 05 Feb 2025
CoLo-CAM: Class Activation Mapping for Object Co-Localization in Weakly-Labeled Unconstrained Videos Soufiane Belharbi Shakeeb Murtaza M. Pedersoli Ismail Ben Ayed Luke McCaffrey Eric Granger WSOL 54 4 0 28 Jan 2025
TeD-Loc: Text Distillation for Weakly Supervised Object Localization Shakeeb Murtaza Soufiane Belharbi M. Pedersoli Eric Granger WSOL VLM 99 1 0 22 Jan 2025
Dynamic Scene Understanding from Vision-Language Representations Shahaf Pruss Morris Alper Hadar Averbuch-Elor OCL 164 0 0 20 Jan 2025
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 71 0 0 18 Nov 2024
MedCLIP-SAMv2: Towards Universal Text-Driven Medical Image Segmentation Taha Koleilat Hojat Asgariandehkordi H. Rivaz Yiming Xiao MedIm VLM 43 6 0 28 Sep 2024
DetailCLIP: Detail-Oriented CLIP for Fine-Grained Tasks Amin Karimi Monsefi Kishore Prakash Sailaja Ali Alilooee Ser-Nam Lim R. Ramnath VLM 35 6 0 10 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 43 1 0 05 Sep 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models Xin-Jian Wu Rui-Song Zhang Jie Qin Shijie Ma Cheng-Lin Liu VLM 29 1 0 14 Jul 2024
Explore the Potential of CLIP for Training-Free Open Vocabulary Semantic Segmentation Tong Shao Zhuotao Tian Hang Zhao Jingyong Su VLM 36 15 0 11 Jul 2024
Frozen CLIP: A Strong Backbone for Weakly Supervised Semantic Segmentation Bingfeng Zhang Siyue Yu Yunchao Wei Yao Zhao Jimin Xiao VLM 35 8 0 17 Jun 2024
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 34 4 0 12 Apr 2024
ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models Vishnunandan L. N. Venkatesh Byung-Cheol Min LM&Ro 68 2 0 02 Apr 2024
Semantic Prompt Learning for Weakly-Supervised Semantic Segmentation Ci-Siang Lin Chien-Yi Wang Yu-Chiang Frank Wang Min-Hung Chen VLM 21 0 0 22 Jan 2024
CorrMatch: Label Propagation via Correlation Matching for Semi-Supervised Semantic Segmentation Bo Sun Yuqi Yang Le Zhang Ming-Ming Cheng Qibin Hou 26 25 0 07 Jun 2023
Weakly Supervised Semantic Segmentation by Pixel-to-Prototype Contrast Ye Du Zehua Fu Qingjie Liu Yunhong Wang 90 129 0 14 Oct 2021
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation Jungbeom Lee Jooyoung Choi J. Mok Sungroh Yoon SSeg 218 134 0 13 Oct 2021
Learning Pixel-level Semantic Affinity with Image-level Supervision for Weakly Supervised Semantic Segmentation Jiwoon Ahn Suha Kwak 232 740 0 28 Mar 2018