PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models

3 December 2022

Fatih Porikli

Papers citing "PartSLIP: Low-Shot Part Segmentation for 3D Point Clouds via Pretrained Image-Language Models"

50 / 78 papers shown

Title
ZeroPS: High-quality Cross-modal Knowledge Transfer for Zero-Shot 3D Part Segmentation Yuheng Xue Nenglun Chen Jun Liu Wenyun Sun 3DPC 203 7 0 24 Feb 2025
Articulate AnyMesh: Open-Vocabulary 3D Articulated Objects Modeling Xiaowen Qiu Jincheng Yang Yian Wang Zhehuan Chen Yufei Wang Tsun-Hsuan Wang Zhou Xian Chuang Gan 156 5 0 04 Feb 2025
Find Any Part in 3D Ziqi Ma Yisong Yue Georgia Gkioxari 3DPC 141 3 0 20 Nov 2024
Search3D: Hierarchical Open-Vocabulary 3D Segmentation Ayca Takmaz Alexandros Delitzas R. Sumner Francis Engelmann Johanna Wald Federico Tombari 108 12 0 27 Sep 2024
S2O: Static to Openable Enhancement for Articulated 3D Objects Denys Iliash Hanxiao Jiang Yiming Zhang Manolis Savva Angel X. Chang 73 6 0 27 Sep 2024
Segment Any Mesh George Tang William Zhao Logan Ford David Benhaim Paul Zhang 65 8 0 24 Aug 2024
Segment Any 3D Gaussians Jiazhong Cen Jiemin Fang Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 3DGS 101 73 0 01 Dec 2023
StructRe: Rewriting for Structured Shape Modeling Jiepeng Wang Hao Pan Yang Liu Xin Tong Taku Komura Wenping Wang 70 1 0 29 Nov 2023
IKEA-Manual: Seeing Shape Assembly Step by Step Ruocheng Wang Yunzhi Zhang Jiayuan Mao Ran Zhang Chin-Yi Cheng Jiajun Wu 3DV 50 19 0 03 Feb 2023
Weakly Supervised Semantic Segmentation for Large-Scale Point Cloud Yachao Zhang Zhonghao Li Yuan Xie Yanyun Qu Cuihua Li Tao Mei 3DPC 38 95 0 09 Dec 2022
LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds Minghua Liu Yin Zhou C. Qi Boqing Gong Hao Su Drago Anguelov 3DPC 72 58 0 14 Oct 2022
Frame Mining: a Free Lunch for Learning Robotic Manipulation from 3D Point Clouds Minghua Liu Xuanlin Li Z. Ling Yangyan Li Hao Su 57 32 0 14 Oct 2022
MvDeCor: Multi-view Dense Correspondence Learning for Fine-grained 3D Segmentation Gopal Sharma K. Yin Subhransu Maji E. Kalogerakis Litany Sanja Fidler 3DV 3DPC 60 12 0 18 Aug 2022
Unsupervised Kinematic Motion Detection for Part-segmented 3D Shape Collections Xianghao Xu Yifan Ruan Srinath Sridhar Daniel E. Ritchie 3DPC 58 14 0 17 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 83 298 0 12 Jun 2022
PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies Guocheng Qian Yuchen Li Houwen Peng Jinjie Mai Hasan Hammoud Mohamed Elhoseiny Guohao Li 3DPC 86 621 0 09 Jun 2022
Scan2Part: Fine-grained and Hierarchical Part-level Understanding of Real-World 3D Scans A. Notchenko Vladislav Ishimtsev Alexey Artemov V. Selyutin Emil Bogomolov Evgeny Burnaev 3DPC 3DV 55 3 0 06 Jun 2022
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding Chitwan Saharia William Chan Saurabh Saxena Lala Li Jay Whang ... Raphael Gontijo-Lopes Tim Salimans Jonathan Ho David J Fleet Mohammad Norouzi VLM 360 5,978 0 23 May 2022
Voxel-informed Language Grounding Rodolfo Corona Shizhan Zhu Dan Klein Trevor Darrell 158 12 0 19 May 2022
AvatarCLIP: Zero-Shot Text-Driven Generation and Animation of 3D Avatars Fangzhou Hong Mingyuan Zhang Liang Pan Zhongang Cai Lei Yang Ziwei Liu CLIP 107 83 0 17 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning Jean-Baptiste Alayrac Jeff Donahue Pauline Luc Antoine Miech Iain Barr ... Mikolaj Binkowski Ricardo Barreira Oriol Vinyals Andrew Zisserman Karen Simonyan MLLM VLM 344 3,515 0 29 Apr 2022
Semi-supervised 3D shape segmentation with multilevel consistency and part substitution Chun-Yu Sun Yu-Qi Yang Haoxiang Guo Peng-Shuai Wang Xin Tong Yang Liu H. Shum 3DV 3DPC 90 14 0 19 Apr 2022
Language-Grounded Indoor 3D Semantic Segmentation in the Wild Dávid Rozenberszki Or Litany Angela Dai 3DV VLM 49 186 0 16 Apr 2022
Hierarchical Text-Conditional Image Generation with CLIP Latents Aditya A. Ramesh Prafulla Dhariwal Alex Nichol Casey Chu Mark Chen VLM DiffM 350 6,830 0 13 Apr 2022
AutoGPart: Intermediate Supervision Search for Generalizable 3D Part Segmentation Xueyi Liu Xiaomeng Xu Anyi Rao Chuang Gan L. Yi 3DPC 77 15 0 13 Mar 2022
SoftGroup for 3D Instance Segmentation on Point Clouds Thang Vu Kookhoi Kim Tung M. Luu Xuan Thanh Nguyen Chang D. Yoo 3DPC 58 239 0 03 Mar 2022
Text and Image Guided 3D Avatar Generation and Manipulation Zehranaz Canfes M. Atasoy Alara Dirik Pinar Yanardag 3DH 79 44 0 12 Feb 2022
Box2Seg: Learning Semantics of 3D Point Clouds with Box-Level Supervision Yang Liu Qingyong Hu Yinjie Lei Kai Xu Jonathan Li Yulan Guo 3DPC 32 11 0 09 Jan 2022
PriFit: Learning to Fit Primitives Improves Few Shot Point Cloud Segmentation Gopal Sharma Bidya Dash Aruni RoyChowdhury Matheus Gadelha Marios Loizou Liangliang Cao Rui Wang Erik Learned-Miller Subhransu Maji E. Kalogerakis 3DPC 37 13 0 27 Dec 2021
PartGlot: Learning Shape Part Segmentation from Language Reference Games Juil Koo Ian Huang Panos Achlioptas Leonidas Guibas Minhyuk Sung 3DPC 64 30 0 13 Dec 2021
CLIP-NeRF: Text-and-Image Driven Manipulation of Neural Radiance Fields Can Wang Menglei Chai Mingming He Dongdong Chen Jing Liao CLIP 97 384 0 09 Dec 2021
Grounded Language-Image Pre-training Liunian Harold Li Pengchuan Zhang Haotian Zhang Jianwei Yang Chunyuan Li ... Lu Yuan Lei Zhang Lei Li Kai-Wei Chang Jianfeng Gao ObjD VLM 105 1,058 0 07 Dec 2021
Text2Mesh: Text-Driven Neural Stylization for Meshes O. Michel Roi Bar-On Richard Liu Sagie Benaim Rana Hanocka CLIP AI4CE 255 358 0 06 Dec 2021
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Tengjiao Wang Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 249 445 0 04 Dec 2021
DenseCLIP: Language-Guided Dense Prediction with Context-Aware Prompting Yongming Rao Wenliang Zhao Guangyi Chen Yansong Tang Zheng Zhu Guan Huang Jie Zhou Jiwen Lu VLM CLIP 187 573 0 02 Dec 2021
Zero-Shot Text-Guided Object Generation with Dream Fields Ajay Jain B. Mildenhall Jonathan T. Barron Pieter Abbeel Ben Poole 68 565 0 02 Dec 2021
3D Compositional Zero-shot Learning with DeCompositional Consensus Muhammad Ferjad Naeem Evin Pınar Örnek Yongqin Xian Luc Van Gool Federico Tombari 3DPC 3DV 68 18 0 29 Nov 2021
CLIP-Forge: Towards Zero-Shot Text-to-Shape Generation Aditya Sanghi Hang Chu Joseph G. Lambourne Ye Wang Chin-Yi Cheng Marco Fumero Kamal Rahimi Malekshan CLIP 92 293 0 06 Oct 2021
ClipMatrix: Text-controlled Creation of 3D Textured Meshes Nikolay Jetchev CLIP 38 40 0 27 Sep 2021
ICM-3D: Instantiated Category Modeling for 3D Instance Segmentation Ruihang Chu Yukang Chen Tao Kong Lu Qi Lei Li 3DV ISeg 3DPC 61 23 0 26 Aug 2021
Language Grounding with 3D Objects Jesse Thomason Mohit Shridhar Yonatan Bisk Chris Paxton Luke Zettlemoyer LM&Ro 60 53 0 26 Jul 2021
One Thing One Click: A Self-Training Approach for Weakly Supervised 3D Semantic Segmentation Zhengzhe Liu Xiaojuan Qi Chi-Wing Fu 3DPC 67 132 0 06 Apr 2021
Putting NeRF on a Diet: Semantically Consistent Few-Shot View Synthesis Ajay Jain Matthew Tancik Pieter Abbeel 87 499 0 01 Apr 2021
In-Place Scene Labelling and Understanding with Implicit Scene Representation Shuaifeng Zhi Tristan Laidlow Stefan Leutenegger Andrew J. Davison 125 417 0 29 Mar 2021
Learning Fine-Grained Segmentation of 3D Shapes without Part Labels Xiaogang Wang Xun Sun Xinyu Cao Kai Xu Bin Zhou 3DV 3DPC 53 16 0 24 Mar 2021
Learning Transferable Visual Models From Natural Language Supervision Alec Radford Jong Wook Kim Chris Hallacy Aditya A. Ramesh Gabriel Goh ... Amanda Askell Pamela Mishkin Jack Clark Gretchen Krueger Ilya Sutskever CLIP VLM 820 29,167 0 26 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 419 3,826 0 11 Feb 2021
Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts Ji Hou Benjamin Graham Matthias Nießner Saining Xie 3DPC 86 269 0 16 Dec 2020
Towards Part-Based Understanding of RGB-D Scans Alexey Bokhovkin Vladislav Ishimtsev Emil Bogomolov Denis Zorin Alexey Artemov Evgeny Burnaev Angela Dai 3DPC 40 11 0 03 Dec 2020
Self-Prediction for Joint Instance and Semantic Segmentation of Point Clouds Jinxian Liu Minghui Yu Bingbing Ni Yen-Chun Chen 3DPC 50 26 0 27 Jul 2020