Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds

13 August 2021

Papers citing "Generative Zero-Shot Learning for Semantic Segmentation of 3D Point Clouds"

48 / 48 papers shown

Title
3D-PointZshotS: Geometry-Aware 3D Point Cloud Zero-Shot Semantic Segmentation Narrowing the Visual-Semantic Gap Minmin Yang Huantao Ren Senem Velipasalar 3DPC 41 0 0 16 Apr 2025
3D-AffordanceLLM: Harnessing Large Language Models for Open-Vocabulary Affordance Detection in 3D Worlds Hengshuo Chu Xiang Deng Qi Lv Xiaoyang Chen Yinchuan Li Jianye Hao Liqiang Nie 72 2 0 27 Feb 2025
PanoSLAM: Panoptic 3D Scene Reconstruction via Gaussian SLAM Runnan Chen Zhaoqing Wang Jiepeng Wang Yuexin Ma Mingming Gong Wenping Wang Tongliang Liu 3DGS 37 1 0 03 Jan 2025
XMask3D: Cross-modal Mask Reasoning for Open Vocabulary 3D Semantic Segmentation Ziyi Wang Y. Wang Xumin Yu Jie Zhou Jiwen Lu 74 0 0 20 Nov 2024
Segment Any Mesh George Tang William Zhao Logan Ford David Benhaim Paul Zhang 36 8 0 24 Aug 2024
MeshSegmenter: Zero-Shot Mesh Semantic Segmentation via Texture Synthesis Ziming Zhong Yanxu Xu Jing Li Jiale Xu Zhengxin Li Chaohui Yu Shenghua Gao 3DV 35 3 0 18 Jul 2024
Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models Xiaoyu Zhu Hao Zhou Pengfei Xing Long Zhao Hao Xu Junwei Liang Alex Hauptmann Ting Liu Andrew C. Gallagher DiffM 62 4 0 18 Jul 2024
UniM-OV3D: Uni-Modality Open-Vocabulary 3D Scene Understanding with Fine-Grained Feature Representation Qingdong He Jinlong Peng Zhengkai Jiang Kai Wu Xiaozhong Ji Jiangning Zhang Yabiao Wang Chengjie Wang Mingang Chen Yunsheng Wu 3DPC 34 8 0 21 Jan 2024
Testing the Segment Anything Model on radiology data J. Almeida N. M. Rodrigues Sara Silva Nickolas Papanikolaou MedIm VLM 47 1 0 20 Dec 2023
Open-Pose 3D Zero-Shot Learning: Benchmark and Challenges Weiguang Zhao Guanyu Yang Rui Zhang Chenru Jiang Chaolong Yang Yuyao Yan Amir Hussain Kaizhu Huang VLM 41 3 0 12 Dec 2023
OpenSight: A Simple Open-Vocabulary Framework for LiDAR-Based Object Detection Hu Zhang Jianhua Xu Tao Tang Haiyang Sun Xin Yu Zi Huang Kaicheng Yu ObjD 3DPC 38 12 0 12 Dec 2023
DAE-Net: Deforming Auto-Encoder for fine-grained shape co-segmentation Zhiqin Chen Qimin Chen Hang Zhou Hao Zhang 3DPC 3DV 37 2 0 22 Nov 2023
ChatGPT-guided Semantics for Zero-shot Learning Fahimul Hoque Shubho T. Chowdhury A. Cheraghian Morteza Saberi Nabeel Mohammed Shafin Rahman VLM 19 0 0 18 Oct 2023
Model2Scene: Learning 3D Scene Representation via Contrastive Language-CAD Models Pre-training Runnan Chen Xinge Zhu Nenglun Chen Dawei Wang Wei Li Yuexin Ma Ruigang Yang Tongliang Liu Wenping Wang 3DPC SSL 35 3 0 29 Sep 2023
Open-Vocabulary Affordance Detection using Knowledge Distillation and Text-Point Correlation Tuan V. Vo Minh Nhat Vu Baoru Huang Toan Tien Nguyen Ngan Le T. Vo Anh Nguyen 3DPC 24 10 0 19 Sep 2023
OpenIns3D: Snap and Lookup for 3D Open-vocabulary Instance Segmentation Zhening Huang Xiaoyang Wu Xi Chen Hengshuang Zhao Lei Zhu Joan Lasenby ISeg 3DPC VLM 55 46 0 01 Sep 2023
Lowis3D: Language-Driven Open-World Instance-Level 3D Scene Understanding Runyu Ding Jihan Yang Chuhui Xue Wenqing Zhang Song Bai Xiaojuan Qi 3DV VLM 21 28 0 01 Aug 2023
See More and Know More: Zero-shot Point Cloud Segmentation via Multi-modal Visual Data Yuhang Lu Qingnan Jiang Runnan Chen Yuenan Hou Xinge Zhu Yuexin Ma 3DPC 34 19 0 20 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 31 32 0 18 Jul 2023
Segment Any Point Cloud Sequences by Distilling Vision Foundation Models You-Chen Liu Lingdong Kong Jun Cen Runnan Chen Wenwei Zhang Liang Pan Kai-xiang Chen Ziwei Liu 32 83 0 15 Jun 2023
Towards Label-free Scene Understanding by Vision Foundation Models Runnan Chen You-Chen Liu Lingdong Kong Nenglun Chen Xinge Zhu Yuexin Ma Tongliang Liu Wenping Wang VLM 31 42 0 06 Jun 2023
Zero-Shot 3D Shape Correspondence Ahmed Abdelreheem Abdelrahman Eldesokey M. Ovsjanikov Peter Wonka 30 24 0 05 Jun 2023
A Survey of Label-Efficient Deep Learning for 3D Point Clouds Aoran Xiao Xiaoqin Zhang Ling Shao Shijian Lu 3DPC 38 18 0 31 May 2023
Prototype Adaption and Projection for Few- and Zero-shot 3D Point Cloud Semantic Segmentation Shuting He Xudong Jiang Wei Jiang Henghui Ding 3DPC 32 33 0 23 May 2023
SATR: Zero-Shot Semantic Segmentation of 3D Shapes Ahmed Abdelreheem Ivan Skorokhodov M. Ovsjanikov Peter Wonka 3DPC 35 38 0 11 Apr 2023
RegionPLC: Regional Point-Language Contrastive Learning for Open-World 3D Scene Understanding Jihan Yang Runyu Ding Weipeng Deng Zhe Wang Xiaojuan Qi 20 62 0 03 Apr 2023
Uni-Fusion: Universal Continuous Mapping Yijun Yuan Andreas Nüchter 43 9 0 22 Mar 2023
CLIP-FO3D: Learning Free Open-world 3D Scene Representations from 2D Dense CLIP Junbo Zhang Runpei Dong Kaisheng Ma CLIP VLM 29 77 0 08 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 24 32 0 04 Mar 2023
CLIP2Scene: Towards Label-efficient 3D Scene Understanding by CLIP Runnan Chen Youquan Liu Lingdong Kong Xinge Zhu Yuexin Ma Yikang Li Yuenan Hou Yu Qiao Wenping Wang CLIP 3DPC 31 139 0 12 Jan 2023
SupeRGB-D: Zero-shot Instance Segmentation in Cluttered Indoor Environments Evin Pınar Örnek Aravindhan K. Krishnan Shreekant Gayaka Cheng-Hao Kuo Arnie Sen Nassir Navab F. Tombari 26 7 0 22 Dec 2022
LidarCLIP or: How I Learned to Talk to Point Clouds Georg Hess Adam Tonderski Christoffer Petersson Kalle AAstrom Lennart Svensson DiffM 27 22 0 13 Dec 2022
PLA: Language-Driven Open-Vocabulary 3D Scene Understanding Runyu Ding Jihan Yang Chuhui Xue Wenqing Zhang Song Bai Xiaojuan Qi VLM 15 147 0 29 Nov 2022
OpenScene: 3D Scene Understanding with Open Vocabularies Songyou Peng Kyle Genova ChiyuMaxJiang Andrea Tagliasacchi Marc Pollefeys Thomas Funkhouser 3DPC VLM 34 347 0 28 Nov 2022
PointCLIP V2: Prompting CLIP and GPT for Powerful 3D Open-world Learning Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Ziyao Zeng Zipeng Qin Shanghang Zhang Peng Gao VLM 30 136 0 21 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 21 41 0 13 Nov 2022
Text2Model: Text-based Model Induction for Zero-shot Image Classification Ohad Amosy Tomer Volk Eilam Shapira Eyal Ben-David Roi Reichart Gal Chechik VLM 32 0 0 27 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 29 8 0 18 Oct 2022
Prompt-guided Scene Generation for 3D Zero-Shot Learning Majid Nasiri A. Cheraghian T. Chowdhury Sahar Ahmadi Morteza Saberi Shafin Rahman 3DPC DiffM 16 2 0 29 Sep 2022
Open-Vocabulary 3D Detection via Image-level Class and Debiased Cross-modal Contrastive Learning Yuheng Lu Chenfeng Xu Xi Wei Xiaodong Xie Masayoshi Tomizuka Kurt Keutzer Shanghang Zhang 3DPC 25 20 0 05 Jul 2022
Decomposing NeRF for Editing via Feature Field Distillation Sosuke Kobayashi Eiichi Matsumoto Vincent Sitzmann 181 328 0 31 May 2022
Language-Grounded Indoor 3D Semantic Segmentation in the Wild Dávid Rozenberszki Or Litany Angela Dai 3DV VLM 18 183 0 16 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 30 6 0 20 Mar 2022
3D Compositional Zero-shot Learning with DeCompositional Consensus Muhammad Ferjad Naeem Evin Pınar Örnek Yongqin Xian Luc Van Gool Federico Tombari 3DPC 3DV 27 18 0 29 Nov 2021
SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters Yifan Xu Tianqi Fan Mingye Xu Long Zeng Yu Qiao 3DV 3DPC 152 769 0 30 Mar 2018
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation C. Qi Hao Su Kaichun Mo Leonidas J. Guibas 3DH 3DPC 3DV PINN 222 14,103 0 02 Dec 2016
Geometric deep learning: going beyond Euclidean data M. Bronstein Joan Bruna Yann LeCun Arthur Szlam P. Vandergheynst GNN 259 3,239 0 24 Nov 2016
Conditional Image Synthesis With Auxiliary Classifier GANs Augustus Odena C. Olah Jonathon Shlens GAN 250 3,190 0 30 Oct 2016