Scaling Open-Vocabulary Image Segmentation with Image-Level Labels

22 December 2021

Papers citing "Scaling Open-Vocabulary Image Segmentation with Image-Level Labels"

42 / 292 papers shown

Title
VL-Fields: Towards Language-Grounded Neural Implicit Spatial Representations Nikolaos Tsagkas Oisin Mac Aodha Chris Xiaoxuan Lu VLM 22 25 0 21 May 2023
Region-Aware Pretraining for Open-Vocabulary Object Detection with Vision Transformers Dahun Kim A. Angelova Weicheng Kuo ObjD ViT VLM 25 73 0 11 May 2023
Vision-Language Models in Remote Sensing: Current Progress and Future Trends Xiang Li Congcong Wen Yuan Hu Zhenghang Yuan Xiao Xiang Zhu VLM 16 71 0 09 May 2023
OmniLabel: A Challenging Benchmark for Language-Based Object Detection S. Schulter G. VijayKumarB. Yumin Suh Konstantinos M. Dafnis Zhixing Zhang Shiyu Zhao Dimitris N. Metaxas ObjD 22 11 0 22 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 37 132 0 19 Apr 2023
Progressive Visual Prompt Learning with Contrastive Feature Re-formation C. Xu Yuhan Zhu Haocheng Shen Fengyuan Shi Boheng Chen Yixuan Liao Xiaoxin Chen Limin Wang VLM 28 20 0 17 Apr 2023
SATR: Zero-Shot Semantic Segmentation of 3D Shapes Ahmed Abdelreheem Ivan Skorokhodov M. Ovsjanikov Peter Wonka 3DPC 25 38 0 11 Apr 2023
Open-Vocabulary Semantic Segmentation with Decoupled One-Pass Network Cong Han Yujie Zhong Dengjie Li Kai Han Lin Ma VLM SSeg 6 30 0 03 Apr 2023
Associating Spatially-Consistent Grouping with Text-supervised Semantic Segmentation Yabo Zhang Zihao Wang Jun Hao Liew Jingjia Huang Manyu Zhu Jiashi Feng W. Zuo VLM 14 4 0 03 Apr 2023
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding Jihan Yang Runyu Ding Weipeng Deng Zhe Wang Xiaojuan Qi 10 61 0 03 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 39 474 0 03 Apr 2023
Zero-shot Referring Image Segmentation with Global-Local Context Features S. Yu Paul Hongsuck Seo Jeany Son 6 49 0 31 Mar 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 16 87 0 30 Mar 2023
Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding Yuanhao Xiong Long Zhao Boqing Gong Ming-Hsuan Yang Florian Schroff Ting Liu Cho-Jui Hsieh Liangzhe Yuan VLM 19 0 0 28 Mar 2023
IFSeg: Image-free Semantic Segmentation via Vision-Language Model Sukmin Yun S. Park Paul Hongsuck Seo Jinwoo Shin VLM MLLM 49 13 0 25 Mar 2023
Uni-Fusion: Universal Continuous Mapping Yijun Yuan Andreas Nüchter 24 9 0 22 Mar 2023
CAT-Seg: Cost Aggregation for Open-Vocabulary Semantic Segmentation Seokju Cho Heeseong Shin Sung‐Jin Hong Anurag Arnab Paul Hongsuck Seo Seung Wook Kim VLM 22 103 0 21 Mar 2023
Open-vocabulary Panoptic Segmentation with Embedding Modulation Xi Chen Shuang Li Ser-Nam Lim Antonio Torralba Hengshuang Zhao VLM 17 30 0 20 Mar 2023
Neural Implicit Vision-Language Feature Fields Kenneth Blomqvist Francesco Milano Jen Jen Chung Lionel Ott Roland Siegwart VLM 12 12 0 20 Mar 2023
Towards Universal Vision-language Omni-supervised Segmentation Bowen Dong Jiaxi Gu Jianhua Han Hang Xu W. Zuo VLM 23 1 0 12 Mar 2023
Open-Vocabulary Affordance Detection in 3D Point Clouds Toan Ngyen Minh Nhat Vu Annalies Vuong Dzung Nguyen T. Vo Ngan Le A. Nguyen 3DPC 14 32 0 04 Mar 2023
A Language-Guided Benchmark for Weakly Supervised Open Vocabulary Semantic Segmentation Prashant Pandey Mustafa Chasmai Monish Natarajan Brejesh Lall VLM 23 5 0 27 Feb 2023
Side Adapter Network for Open-Vocabulary Semantic Segmentation Mengde Xu Zheng-Wei Zhang Fangyun Wei Han Hu Xiang Bai VLM 15 246 0 23 Feb 2023
ConceptFusion: Open-set Multimodal 3D Mapping Krishna Murthy Jatavallabhula Ali Kuwajerwala Qiao Gu Mohd. Omama Tao Chen ... Celso Miguel de Melo Madhava Krishna Liam Paull Florian Shkurti Antonio Torralba 14 230 0 14 Feb 2023
SimCon Loss with Multiple Views for Text Supervised Semantic Segmentation Yash J. Patel Yusheng Xie Yi Zhu Srikar Appalaraju R. Manmatha 19 4 0 07 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 11 81 0 22 Jan 2023
PanopticPartFormer++: A Unified and Decoupled View for Panoptic Part Segmentation Xiangtai Li Shilin Xu Yibo Yang Haobo Yuan Guangliang Cheng Yu Tong Zhouchen Lin Ming-Hsuan Yang Dacheng Tao ViT 29 21 0 03 Jan 2023
Betrayed by Captions: Joint Caption Grounding and Generation for Open Vocabulary Instance Segmentation Jianzong Wu Xiangtai Li Henghui Ding Xia Li Guangliang Cheng Yu Tong Chen Change Loy VLM 80 31 0 02 Jan 2023
Learning to Generate Text-grounded Mask for Open-world Semantic Segmentation from Only Image-Text Pairs Junbum Cha Jonghwan Mun Byungseok Roh VLM 18 87 0 01 Dec 2022
Learning Object-Language Alignments for Open-Vocabulary Object Detection Chuang Lin Pei Sun Yi-Xin Jiang Ping Luo Lizhen Qu Gholamreza Haffari Zehuan Yuan Jianfei Cai VLM ObjD 10 95 0 27 Nov 2022
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation Huaishao Luo Junwei Bao Youzheng Wu Xiaodong He Tianrui Li VLM 24 144 0 27 Nov 2022
From colouring-in to pointillism: revisiting semantic segmentation supervision Rodrigo Benenson V. Ferrari VLM 13 17 0 25 Oct 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 25 8 0 12 Sep 2022
Open Vocabulary Multi-Label Classification with Dual-Modal Decoder on Aligned Visual-Textual Features Shichao Xu Yikang Li Jenhao Hsiao C. Ho Zhuang Qi 8 6 0 19 Aug 2022
Open-Vocabulary Universal Image Segmentation with MaskCLIP Zheng Ding Jieke Wang Z. Tu CLIP ISeg VLM 41 85 0 18 Aug 2022
Open-Vocabulary Multi-Label Classification via Multi-Modal Knowledge Transfer Su He Taian Guo Tao Dai Ruizhi Qiao Bo Ren Shutao Xia VLM 68 49 0 05 Jul 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 180 499 0 22 Feb 2022
Combined Scaling for Zero-shot Transfer Learning Hieu H. Pham Zihang Dai Golnaz Ghiasi Kenji Kawaguchi Hanxiao Liu ... Yi-Ting Chen Minh-Thang Luong Yonghui Wu Mingxing Tan Quoc V. Le VLM 4 190 0 19 Nov 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
Simple Copy-Paste is a Strong Data Augmentation Method for Instance Segmentation Golnaz Ghiasi Yin Cui A. Srinivas Rui Qian Tsung-Yi Lin E. D. Cubuk Quoc V. Le Barret Zoph ISeg 223 962 0 13 Dec 2020
Semantic Understanding of Scenes through the ADE20K Dataset Bolei Zhou Hang Zhao Xavier Puig Tete Xiao Sanja Fidler Adela Barriuso Antonio Torralba SSeg 249 1,821 0 18 Aug 2016
Multimodal Compact Bilinear Pooling for Visual Question Answering and Visual Grounding Akira Fukui Dong Huk Park Daylen Yang Anna Rohrbach Trevor Darrell Marcus Rohrbach 144 1,464 0 06 Jun 2016