Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive
Learning

Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning

9 December 2022

Rui Wang

Philip H. S. Torr

Ser-Nam Lim

Papers citing "Open Vocabulary Semantic Segmentation with Patch Aligned Contrastive Learning"

19 / 19 papers shown

Title
FLAM: Frame-Wise Language-Audio Modeling Yusong Wu Christos Tsirigotis Ke Chen Cheng-Zhi Anna Huang Aaron C. Courville Oriol Nieto Prem Seetharaman Justin Salamon 43 0 0 08 May 2025
DeCLIP: Decoupled Learning for Open-Vocabulary Dense Perception Junjie Wang Bin Chen Yulin Li Bin Kang Y. Chen Zhuotao Tian VLM 38 0 0 07 May 2025
TIPS: Text-Image Pretraining with Spatial awareness Kevis-Kokitsi Maninis Kaifeng Chen Soham Ghosh Arjun Karpur Koert Chen ... Jan Dlabal Dan Gnanapragasam Mojtaba Seyedhosseini Howard Zhou Andre Araujo VLM 30 3 0 21 Oct 2024
SimSAM: Simple Siamese Representations Based Semantic Affinity Matrix for Unsupervised Image Segmentation Chanda Grover Kamra Indra Deep Mastan Nitin Kumar Debayan Gupta 29 1 0 12 Jun 2024
OmniBind: Teach to Build Unequal-Scale Modality Interaction for Omni-Bind of All Yuanhuiyi Lyu Xueye Zheng Dahun Kim Lin Wang 32 10 0 25 May 2024
Multi-Grained Cross-modal Alignment for Learning Open-vocabulary Semantic Segmentation from Text Supervision Yajie Liu Pu Ge Qingjie Liu Di Huang 55 2 0 06 Mar 2024
Emergent Open-Vocabulary Semantic Segmentation from Off-the-shelf Vision-Language Models Jiayun Luo Siddhesh Khandelwal Leonid Sigal Boyang Albert Li MLLM VLM 27 7 0 28 Nov 2023
SILC: Improving Vision Language Pretraining with Self-Distillation Muhammad Ferjad Naeem Yongqin Xian Xiaohua Zhai Lukas Hoyer Luc Van Gool F. Tombari VLM 17 32 0 20 Oct 2023
Object-Centric Open-Vocabulary Image-Retrieval with Aggregated Features Hila Levi Guy Heller Dan Levi Ethan Fetaya OCL VLM 14 3 0 26 Sep 2023
Sigmoid Loss for Language Image Pre-Training Xiaohua Zhai Basil Mustafa Alexander Kolesnikov Lucas Beyer CLIP VLM 14 917 0 27 Mar 2023
Top-Down Visual Attention from Analysis by Synthesis Baifeng Shi Trevor Darrell Xin Eric Wang 17 28 0 23 Mar 2023
Contrastive Learning Rivals Masked Image Modeling in Fine-tuning via Feature Distillation Yixuan Wei Han Hu Zhenda Xie Zheng-Wei Zhang Yue Cao Jianmin Bao Dong Chen B. Guo CLIP 80 123 0 27 May 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 177 494 0 22 Feb 2022
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
Conceptual 12M: Pushing Web-Scale Image-Text Pre-Training To Recognize Long-Tail Visual Concepts Soravit Changpinyo P. Sharma Nan Ding Radu Soricut VLM 273 1,077 0 17 Feb 2021
Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals Wouter Van Gansbeke Simon Vandenhende Stamatios Georgoulis Luc Van Gool SSL 185 247 0 11 Feb 2021
Scaling Up Visual and Vision-Language Representation Learning With Noisy Text Supervision Chao Jia Yinfei Yang Ye Xia Yi-Ting Chen Zarana Parekh Hieu H. Pham Quoc V. Le Yun-hsuan Sung Zhen Li Tom Duerig VLM CLIP 293 3,683 0 11 Feb 2021
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 173 148 0 15 Oct 2019
Deep High-Resolution Representation Learning for Visual Recognition Jingdong Wang Ke Sun Tianheng Cheng Borui Jiang Chaorui Deng ... Yadong Mu Mingkui Tan Xinggang Wang Wenyu Liu Bin Xiao 190 3,480 0 20 Aug 2019