Learning Modality-agnostic Representation for Semantic Segmentation from
Any Modalities

Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities

16 July 2024

Lin Wang

Papers citing "Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities"

18 / 18 papers shown

Title
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization Xu Zheng Yuanhuiyi Lyu Lutao Jiang Danda Pani Paudel Luc Van Gool Xuming Hu 29 0 0 10 May 2025
Split Matching for Inductive Zero-shot Semantic Segmentation Jialei Chen Xu Zheng Dongyue Li Chong Yi Seigo Ito D. Paudel Luc Van Gool Hiroshi Murase Daisuke Deguchi VLM 54 0 0 08 May 2025
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness Chenfei Liao Kaiyu Lei Xu Zheng Junha Moon Zhixiong Wang Yixuan Wang Danda Pani Paudel Luc Van Gool Xuming Hu VLM 68 3 0 24 Mar 2025
Availability-aware Sensor Fusion via Unified Canonical Space for 4D Radar, LiDAR, and Camera Dong-Hee Paek Seung-Hyun Kong 48 1 0 10 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation Chenfei Liao Xu Zheng Yuanhuiyi Lyu Haiwei Xue Yihong Cao Jiawen Wang Kailun Yang Xuming Hu VLM 66 4 0 09 Mar 2025
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection Xu Zheng Yuanhuiyi Lyu Lutao Jiang Jiazhou Zhou Lin Wang Xuming Hu 74 4 0 22 Dec 2024
Customize Segment Anything Model for Multi-Modal Semantic Segmentation with Mixture of LoRA Experts Chenyang Zhu Bin Xiao Lin Shi Shoukun Xu Xu Zheng MoE 91 10 0 05 Dec 2024
Sitcom-Crafter: A Plot-Driven Human Motion Generation System in 3D Scenes Jianqi Chen Panwen Hu Xiaojun Chang Z. Shi Michael C. Kampffmeyer Xiaodan Liang 48 4 0 14 Oct 2024
ExACT: Language-guided Conceptual Reasoning and Uncertainty Estimation for Event-based Action Recognition and More Jiazhou Zhou Xueye Zheng Yuanhuiyi Lyu Lin Wang 81 18 0 19 Mar 2024
UniBind: LLM-Augmented Unified and Balanced Representation Space to Bind Them All Yuanhuiyi Lyu Xueye Zheng Jiazhou Zhou Lin Wang 32 16 0 19 Mar 2024
Semantics, Distortion, and Style Matter: Towards Source-free UDA for Panoramic Segmentation Xueye Zheng Pengyuan Zhou Athanasios V. Vasilakos Lin Wang 40 20 0 19 Mar 2024
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation Ruiping Liu Jiaming Zhang Kunyu Peng Yufan Chen Ke Cao Junwei Zheng M. Sarfraz Kailun Yang Rainer Stiefelhagen VLM 40 8 0 30 Jan 2024
MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous Driving Jiale Li Hang Dai Hao Han Yong Ding 3DPC 55 69 0 15 Mar 2023
Transformer-CNN Cohort: Semi-supervised Semantic Segmentation by the Best of Both Students Xueye Zheng Yuan Luo Hao Wang Chong Fu Lin Wang ViT 41 18 0 06 Sep 2022
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
HRFuser: A Multi-resolution Sensor Fusion Architecture for 2D Object Detection Tim Broedermann Christos Sakaridis Dengxin Dai Luc Van Gool 52 31 0 30 Jun 2022
PointCLIP: Point Cloud Understanding by CLIP Renrui Zhang Ziyu Guo Wei Zhang Kunchang Li Xupeng Miao Bin Cui Yu Qiao Peng Gao Hongsheng Li VLM 3DPC 175 435 0 04 Dec 2021
CAVER: Cross-Modal View-Mixed Transformer for Bi-Modal Salient Object Detection Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 39 91 0 04 Dec 2021