Delivering Arbitrary-Modal Semantic Segmentation

Computer Vision and Pattern Recognition (CVPR), 2023

2 March 2023

Kailun Yang

Kaiwei Wang

Papers citing "Delivering Arbitrary-Modal Semantic Segmentation"

50 / 73 papers shown

Title
DiffPixelFormer: Differential Pixel-Aware Transformer for RGB-D Indoor Scene Segmentation Yan Gong J. Lu Yongsheng Gao Jie Zhao X. Zhang Susanto Rahardja 104 0 0 17 Nov 2025
From Classical to Hybrid: A Practical Framework for Quantum-Enhanced Learning Silvie Illésová Tomáš Bezděk Vojtěch Novák Ivan Zelinka Stefano Cacciatore Martin Beseda 184 0 0 11 Nov 2025
Semantic Segmentation Algorithm Based on Light Field and LiDAR Fusion Jie Luo Yuxuan Jiang Xin Jin M. Liu Yihui Fan 93 0 0 08 Oct 2025
Robust Multimodal Semantic Segmentation with Balanced Modality Contributions Jiaqi Tan Xu Zheng F. Li Yang Liu 88 0 0 29 Sep 2025
Evaluation of Polarimetric Fusion for Semantic Segmentation in Aquatic Environments Luis F W Batista Tom Bourbon C´edric Pradalier 53 0 0 29 Sep 2025
UniMRSeg: Unified Modality-Relax Segmentation via Hierarchical Self-Supervised Compensation Xiaoqi Zhao Youwei Pang Chenyang Yu Lihe Zhang Huchuan Lu Shijian Lu Georges El Fakhri Xiaofeng Liu 118 2 0 19 Sep 2025
OmniSegmentor: A Flexible Multi-Modal Learning Framework for Semantic Segmentation Bo Yin Jiao-Long Cao Xuying Zhang Yuming Chen Ming-Ming Cheng Qibin Hou MLLM VLM 118 1 0 18 Sep 2025
MMMS: Multi-Modal Multi-Surface Interactive Segmentation Robin Schon Julian Lorenz K. Ludwig Daniel Kienzle Rainer Lienhart 128 0 0 16 Sep 2025
Multimodal SAM-adapter for Semantic SegmentationIEEE Access (IEEE Access), 2025 Iacopo Curti Pierluigi Zama Ramirez Alioscia Petrelli Luigi Di Stefano 126 1 0 12 Sep 2025
TUNI: Real-time RGB-T Semantic Segmentation with Unified Multi-Modal Feature Extraction and Cross-Modal Feature Fusion Xiaodong Guo Tong Liu Yike Li Ziáng Lin Zhihong Deng ViT 96 0 0 12 Sep 2025
DGFusion: Depth-Guided Sensor Fusion for Robust Semantic Perception Tim Broedermannn Christos Sakaridis Luigi Piccinelli Wim Abbeloos Luc Van Gool MDE 292 1 0 11 Sep 2025
HiddenObject: Modality-Agnostic Fusion for Multimodal Hidden Object Detection Harris Song Tuan-Anh Vu Sanjith Menon Sriram Narasimhan M. Khalid Jawed 196 0 0 28 Aug 2025
CORENet: Cross-Modal 4D Radar Denoising Network with LiDAR Supervision for Autonomous Driving Fuyang Liu Jilin Mei Fangyuan Mao Chen Min Yan Xing Yu Hu 118 0 0 19 Aug 2025
EIFNet: Leveraging Event-Image Fusion for Robust Semantic Segmentation Zhijiang Li Haoran He 96 0 0 29 Jul 2025
AMMNet: An Asymmetric Multi-Modal Network for Remote Sensing Semantic Segmentation Hui Ye Haodong Chen Zeke Zexi Hu Xiaoming Chen Yuk Ying Chung 118 0 0 22 Jul 2025
Leveraging Depth and Language for Open-Vocabulary Domain-Generalized Semantic Segmentation Siyu Chen Ting Han Chengzheng Fu Changshe Zhang Chaolei Wang Jinhe Su Guorong Cai Meiliu Wu ObjD VLM 281 1 0 11 Jun 2025
BiXFormer: A Robust Framework for Maximizing Modality Effectiveness in Multi-Modal Semantic Segmentation Jialei Chen Xu Zheng Danda Pani Paudel Luc Van Gool Hiroshi Murase Daisuke Deguchi 222 0 0 04 Jun 2025
Spectral-Aware Global Fusion for RGB-Thermal Semantic SegmentationInternational Conference on Information Photonics (ICIP), 2025 Ce Zhang Zifu Wan Simon Stepputtis Katia Sycara Yaqi Xie 135 1 0 21 May 2025
EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation Zelin Zhang Tao Zhang KediLI Xu Zheng 175 0 0 20 May 2025
RMMSS: Towards Advanced Robust Multi-Modal Semantic Segmentation with Hybrid Prototype Distillation and Feature Selection Jiaqi Tan Xu Zheng Yuhang Liu 315 0 0 19 May 2025
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 210 6 0 10 May 2025
Segment Any RGB-Thermal Model with Language-aided Distillation Dong Xing Xianxun Zhu Wei Zhou Qika Lin Hang Yang Yuqing Wang VLM 433 0 0 04 May 2025
Learning Flow-Guided Registration for RGB-Event Semantic Segmentation Zhen Yao Xiaowen Ying Zhiyu Zhu Mooi Choo Choo Chuah 322 1 0 02 May 2025
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch FrameworkIEEE Signal Processing Letters (IEEE SPL), 2025 Shuobin Wei Zhuang Zhou Zhengan Lu Zizhao Yuan Binghua Su MDE 515 4 0 18 Apr 2025
DFormerv2: Geometry Self-Attention for RGBD Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2025 Bo Yin Jiao-Long Cao Ming-Ming Cheng Qibin Hou 3DPC MDE 258 14 0 07 Apr 2025
Hyperdimensional Uncertainty Quantification for Multimodal Uncertainty Fusion in Autonomous Vehicles PerceptionComputer Vision and Pattern Recognition (CVPR), 2025 Luke Chen Junyao Wang Trier Mortlock Pramod P. Khargonekar M. A. Al Faruque UQCV 390 1 0 25 Mar 2025
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness Chenfei Liao Kaiyu Lei Xu Zheng Junha Moon Zhixiong Wang Longji Xu Danda Pani Paudel Luc Van Gool Xuming Hu VLM 414 17 0 24 Mar 2025
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisComputer Vision and Pattern Recognition (CVPR), 2025 Weiguang Zhao Rui Zhang Qiufeng Wang Guangliang Cheng K. Huang 268 8 0 16 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 433 10 0 09 Mar 2025
MASTER: Multimodal Segmentation with Text Prompts Fuyang Liu Shun Lu Jilin Mei Yu Hu 191 1 0 06 Mar 2025
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance Jiayi Zhao Fei Teng Kai Luo Guoqiang Zhao Hui Yuan Xu Zheng Kailun Yang VLM 338 9 0 04 Mar 2025
Unifying Light Field Perception with Field of Parallax Fei Teng Buyin Deng Boyuan Zheng Kai Luo Kunyu Peng Kailai Li Kailun Yang 222 0 0 02 Mar 2025
Uncertainty-Participation Context Consistency Learning for Semi-supervised Semantic SegmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024 Jianjian Yin Yi Chen Zhichao Zheng Junsheng Zhou Yanhui Gu 352 8 0 23 Dec 2024
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection Xu Zheng Yuanhuiyi Lyu Lutao Jiang Jiazhou Zhou Lin Wang Xuming Hu 322 12 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 344 20 0 05 Dec 2024
Benchmarking the Robustness of Optical Flow Estimation to Corruptions Zhonghua Yi Hao-miao Shi Zhijie Xu Yao Gao Ze Wang Yanmei Zhang Kailun Yang Kaiwei Wang AAML 355 2 0 22 Nov 2024
Unsupervised Modality Adaptation with Text-to-Image Diffusion Models for Semantic SegmentationNeural Information Processing Systems (NeurIPS), 2024 Ruihao Xia Yu Liang Peng-Tao Jiang Hao Zhang Yue Liu Yang Tang Pan Zhou DiffM VLM 258 4 0 29 Oct 2024
Part-Whole Relational Fusion Towards Multi-Modal Scene UnderstandingInternational Journal of Computer Vision (IJCV), 2024 Yi Liu Chengxin Li Shoukun Xu Jiawei Han ViT 183 23 0 19 Oct 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 407 26 0 14 Oct 2024
SpecSAR-Former: A Lightweight Transformer-based Network for Global LULC Mapping Using Integrated Sentinel-1 and Sentinel-2 Hao Yu Gen Li Haoyu Liu Songyan Zhu Wenquan Dong Changjian Li 120 1 0 04 Oct 2024
Particle-based Instance-aware Semantic Occupancy Mapping in Dynamic EnvironmentsIEEE Transactions on robotics (IEEE Trans. Robot.), 2024 Gang Chen Zhaoying Wang Wei Dong Javier Alonso-Mora 533 4 0 18 Sep 2024
IVGF: The Fusion-Guided Infrared and Visible General Framework Fangcen Liu Chenqiang Gao Fang Chen Pengcheng Li Junjie Guo Deyu Meng 358 1 0 02 Sep 2024
Depth-guided Texture Diffusion for Image Semantic Segmentation Wei Sun Yuan Li Qixiang Ye Jianbin Jiao Yanzhao Zhou DiffM MDE 182 2 0 17 Aug 2024
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion Jianxin Huang Jiahang Li Ning Jia Yuxiang Sun Chengju Liu Qijun Chen Rui Fan ViT 270 27 0 31 Jul 2024
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities Xueye Zheng Yuanhuiyi Lyu Lin Wang VLM 239 27 0 16 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation Xueye Zheng Yuanhuiyi Lyu Jiazhou Zhou Lin Wang 313 19 0 16 Jul 2024
When Pedestrian Detection Meets Multi-Modal Learning: Generalist Model and Benchmark Dataset Yi Zhang Wang Zeng Sheng Jin Chao Qian Ping Luo Wentao Liu 222 16 0 14 Jul 2024
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer Ding Jia Jianyuan Guo Kai Han Han Wu Chao Zhang Chang Xu Xinghao Chen ViT 492 49 0 03 Jun 2024
Vulnerable Road User Detection and Safety Enhancement: A Comprehensive Survey Renato M. Silva Gregório F. Azevedo M. V. Berto Jean R. Rocha E. C. Fidelis Matheus V. Nogueira Pedro H. Lisboa Tiago A. Almeida 458 14 0 29 May 2024
U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation Bingyu Li Da Zhang Zhiyuan Zhao Junyu Gao Xuelong Li 264 15 0 24 May 2024

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Delivering Arbitrary-Modal Semantic Segmentation

Papers citing "Delivering Arbitrary-Modal Semantic Segmentation"