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Zero-Shot Semantic Segmentation

3 June 2019

Papers citing "Zero-Shot Semantic Segmentation"

50 / 215 papers shown

Title
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation Huaishao Luo Junwei Bao Youzheng Wu Xiaodong He Tianrui Li VLM 114 153 0 27 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 72 43 0 13 Nov 2022
Unsupervised Model Adaptation for Source-free Segmentation of Medical Images Serban Stan Mohammad Rostami OOD 92 11 0 02 Nov 2022
Open-vocabulary Semantic Segmentation with Frozen Vision-Language Models Chaofan Ma Yu-Hao Yang Yanfeng Wang Ya Zhang Weidi Xie VLM 74 48 0 27 Oct 2022
Perceptual Grouping in Contrastive Vision-Language Models Kanchana Ranasinghe Brandon McKinzie S. S. Ravi Yinfei Yang Alexander Toshev Jonathon Shlens VLM 127 55 0 18 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 95 8 0 18 Oct 2022
Open-Vocabulary Semantic Segmentation with Mask-adapted CLIP Feng Liang Bichen Wu Xiaoliang Dai Kunpeng Li Yinan Zhao Hang Zhang Peizhao Zhang Peter Vajda Diana Marculescu CLIP VLM 130 459 0 09 Oct 2022
FreeSeg: Free Mask from Interpretable Contrastive Language-Image Pretraining for Semantic Segmentation Yi Li Huifeng Yao Hualiang Wang Xuelong Li ISeg VLM 86 2 0 27 Sep 2022
Segmenting Known Objects and Unseen Unknowns without Prior Knowledge Stefano Gasperini Alvaro Marcos-Ramiro Michael Schmidt Nassir Navab Benjamin Busam F. Tombari 91 8 0 12 Sep 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 144 70 0 18 Jul 2022
A Survey on Label-efficient Deep Image Segmentation: Bridging the Gap between Weak Supervision and Dense Prediction Wei Shen Zelin Peng Xuehui Wang Huayu Wang Jiazhong Cen Dongsheng Jiang Lingxi Xie Xiaokang Yang Qi Tian VLM 112 84 0 04 Jul 2022
Zero-shot object goal visual navigation Qianfan Zhao Lu Zhang Bin He Hong Qiao Zhi-yong Liu 80 42 0 15 Jun 2022
ReCo: Retrieve and Co-segment for Zero-shot Transfer Gyungin Shin Weidi Xie Samuel Albanie VLM 123 92 0 14 Jun 2022
GLIPv2: Unifying Localization and Vision-Language Understanding Haotian Zhang Pengchuan Zhang Xiaowei Hu Yen-Chun Chen Liunian Harold Li Xiyang Dai Lijuan Wang Lu Yuan Lei Li Jianfeng Gao ObjD VLM 95 302 0 12 Jun 2022
The Missing Link: Finding label relations across datasets J. Uijlings Thomas Mensink V. Ferrari VLM 90 10 0 09 Jun 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 266 343 0 31 May 2022
A Computational Acquisition Model for Multimodal Word Categorization Uri Berger Gabriel Stanovsky Omri Abend Lea Frermann 48 9 0 12 May 2022
Domain-Agnostic Prior for Transfer Semantic Segmentation Xinyue Huo Lingxi Xie Hengtong Hu Wen-gang Zhou Houqiang Li Qi Tian 102 29 0 06 Apr 2022
Towards 3D Scene Understanding by Referring Synthetic Models Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Wenping Wang 3DPC 111 6 0 20 Mar 2022
CoWs on Pasture: Baselines and Benchmarks for Language-Driven Zero-Shot Object Navigation S. Gadre Mitchell Wortsman Gabriel Ilharco Ludwig Schmidt Shuran Song CLIP LM&Ro 129 154 0 20 Mar 2022
Domain Adaptation Meets Zero-Shot Learning: An Annotation-Efficient Approach to Multi-Modality Medical Image Segmentation Cheng Bian Chenglang Yuan Kai Ma Shuang Yu Dong Wei Yefeng Zheng VLM MedIm 57 32 0 19 Mar 2022
Domain Disentangled Generative Adversarial Network for Zero-Shot Sketch-Based 3D Shape Retrieval Rui Xu Zongyan Han Le Hui J. Qian J. Xie 3DV GAN 56 21 0 24 Feb 2022
GroupViT: Semantic Segmentation Emerges from Text Supervision Jiarui Xu Shalini De Mello Sifei Liu Wonmin Byeon Thomas Breuel Jan Kautz Xinyu Wang ViT VLM 294 527 0 22 Feb 2022
Scaling up Multi-domain Semantic Segmentation with Sentence Embeddings Wei Yin Yifan Liu Chunhua Shen Baichuan Sun Anton Van Den Hengel VLM 82 11 0 04 Feb 2022
How Low Can We Go? Pixel Annotation for Semantic Segmentation Daniel Kigli Ariel Shamir S. Avidan VLM 55 1 0 25 Jan 2022
Language-driven Semantic Segmentation Boyi Li Kilian Q. Weinberger Serge Belongie V. Koltun René Ranftl VLM 145 629 0 10 Jan 2022
A Simple Baseline for Open-Vocabulary Semantic Segmentation with Pre-trained Vision-language Model Mengde Xu Zheng Zhang Fangyun Wei Yutong Lin Yue Cao Han Hu Xiang Bai VLM 141 226 0 29 Dec 2021
Scaling Open-Vocabulary Image Segmentation with Image-Level Labels Golnaz Ghiasi Xiuye Gu Huayu Chen Nayeon Lee VLM 133 387 0 22 Dec 2021
Image Segmentation Using Text and Image Prompts Timo Lüddecke Alexander S. Ecker CLIP VLM 155 477 0 18 Dec 2021
TransZero++: Cross Attribute-Guided Transformer for Zero-Shot Learning Shiming Chen Zi-Quan Hong Wenjin Hou Guosen Xie Yibing Song Jian-jun Zhao Xinge You Shuicheng Yan Ling Shao ViT 99 47 0 16 Dec 2021
Decoupling Zero-Shot Semantic Segmentation Jian Ding Nan Xue Guisong Xia Dengxin Dai VLM 112 195 0 15 Dec 2021
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples Nir Zabari Yedid Hoshen VLM 87 26 0 06 Dec 2021
Extract Free Dense Labels from CLIP Chong Zhou Chen Change Loy Bo Dai VLM CLIP 183 482 0 02 Dec 2021
Zero-Shot Semantic Segmentation via Spatial and Multi-Scale Aware Visual Class Embedding Su-Ram Cha Yooseung Wang VLM 88 11 0 30 Nov 2021
Make an Omelette with Breaking Eggs: Zero-Shot Learning for Novel Attribute Synthesis Yu-Hsuan Li Tzu-Yin Chao Ching-Chun Huang Pin-Yu Chen Wei-Chen Chiu VLM 122 1 0 28 Nov 2021
Open-Vocabulary Instance Segmentation via Robust Cross-Modal Pseudo-Labeling Dat T. Huynh Jason Kuen Zhe Lin Jiuxiang Gu Ehsan Elhamifar ISeg VLM 103 86 0 24 Nov 2021
DriveGuard: Robustification of Automated Driving Systems with Deep Spatio-Temporal Convolutional Autoencoder A. Papachristodoulou C. Kyrkou T. Theocharides 43 2 0 05 Nov 2021
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation Yuan-Hao Lee Fu-En Yang Yu-Chiang Frank Wang VLM 90 17 0 02 Nov 2021
Weak Novel Categories without Tears: A Survey on Weak-Shot Learning Li Niu VLM OffRL 67 2 0 06 Oct 2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary Siyuan Zhou Li Niu Jianlou Si Chao Qian Liqing Zhang 70 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 88 55 0 27 Aug 2021
Exploring Transferable and Robust Adversarial Perturbation Generation from the Perspective of Network Hierarchy Ruikui Wang Yuanfang Guo Ruijie Yang Yunhong Wang AAML 53 3 0 16 Aug 2021
Exploiting a Joint Embedding Space for Generalized Zero-Shot Semantic Segmentation Donghyeon Baek Youngmin Oh Bumsub Ham 133 77 0 14 Aug 2021
Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds Bjoern Michele Alexandre Boulch Gilles Puy Maxime Bucher Renaud Marlet 3DPC DiffM VLM 93 59 0 13 Aug 2021
Pseudo-LiDAR Based Road Detection Libo Sun Haokui Zhang Wei Yin 38 19 0 28 Jul 2021
Language-Level Semantics Conditioned 3D Point Cloud Segmentation Bo Liu Shuang Deng Qiulei Dong Zhanyi Hu 3DPC 123 8 0 01 Jul 2021
Graceful Degradation and Related Fields J. Dymond 77 4 0 21 Jun 2021
Conterfactual Generative Zero-Shot Semantic Segmentation Feihong Shen Jun Liu Ping Hu BDL 106 9 0 11 Jun 2021
Segmentation-grounded Scene Graph Generation Siddhesh Khandelwal M. Suhail Leonid Sigal 89 28 0 29 Apr 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 130 69 0 21 Apr 2021