Exploiting the Complementarity of 2D and 3D Networks to Address
Domain-Shift in 3D Semantic Segmentation

Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation

6 April 2023

Adriano Cardace

Pierluigi Zama Ramirez

Luigi Di Stefano

Papers citing "Exploiting the Complementarity of 2D and 3D Networks to Address Domain-Shift in 3D Semantic Segmentation"

14 / 14 papers shown

Title
Exploring Modality Guidance to Enhance VFM-based Feature Fusion for UDA in 3D Semantic Segmentation Johannes Spoecklberger W. Lin Pedro Hermosilla Sivan Doveh Horst Possegger M. Jehanzeb Mirza 24 0 0 19 Apr 2025
Fusion-then-Distillation: Toward Cross-modal Positive Distillation for Domain Adaptive 3D Semantic Segmentation Yao Wu Mingwei Xing Yachao Zhang Yuan Xie Yanyun Qu 29 1 0 25 Oct 2024
3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance Xiaoxu Xu Yitian Yuan Jinlong Li Qiudan Zhang Zequn Jie Lin Ma Hao Tang N. Sebe Xu Wang 38 2 0 13 Jul 2024
Visual Foundation Models Boost Cross-Modal Unsupervised Domain Adaptation for 3D Semantic Segmentation Jingyi Xu Weidong Yang Lingdong Kong You-Chen Liu Rui Zhang Qingyuan Zhou Ben Fei 58 10 0 15 Mar 2024
Recent Advances in Multi-modal 3D Scene Understanding: A Comprehensive Survey and Evaluation Yinjie Lei Zixuan Wang Feng Chen Guoqing Wang Peng Wang Yang Yang 34 8 0 24 Oct 2023
MOHO: Learning Single-view Hand-held Object Reconstruction with Multi-view Occlusion-Aware Supervision Chenyangguang Zhang Guanlong Jiao Yan Di Gu Wang Ziqin Huang Ruida Zhang Fabian Manhardt Bowen Fu F. Tombari Xiangyang Ji 17 6 0 18 Oct 2023
Learning to Adapt SAM for Segmenting Cross-domain Point Clouds Xidong Peng Runnan Chen Feng Qiao Lingdong Kong You-Chen Liu Tai Wang Xinge Zhu Yuexin Ma 33 12 0 13 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 32 3 0 29 Sep 2023
2DPASS: 2D Priors Assisted Semantic Segmentation on LiDAR Point Clouds Xu Yan Jiantao Gao Chaoda Zheng Chao Zheng Ruimao Zhang Shenghui Cui Zhen Li 3DPC 89 213 0 10 Jul 2022
Plugging Self-Supervised Monocular Depth into Unsupervised Domain Adaptation for Semantic Segmentation Adriano Cardace Luca de Luigi Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano 38 20 0 13 Oct 2021
Shallow Features Guide Unsupervised Domain Adaptation for Semantic Segmentation at Class Boundaries Adriano Cardace Pierluigi Zama Ramirez Samuele Salti Luigi Di Stefano OOD 57 16 0 06 Oct 2021
Domain Adaptation in LiDAR Semantic Segmentation by Aligning Class Distributions Inigo Alonso L. Riazuelo Luis Montesano Ana C. Murillo 3DPC OOD 56 29 0 23 Oct 2020
Differential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation Zhonghao Wang Mo Yu Yunchao Wei Rogerio Feris Jinjun Xiong Wen-mei W. Hwu Thomas S. Huang Humphrey Shi OOD 187 232 0 18 Mar 2020
Fully Convolutional Adaptation Networks for Semantic Segmentation Yiheng Zhang Zhaofan Qiu Ting Yao Dong Liu Tao Mei SSeg OOD 163 349 0 23 Apr 2018