MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection

22 December 2024

Papers citing "MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection"

7 / 7 papers shown

Title
EGFormer: Towards Efficient and Generalizable Multimodal Semantic Segmentation Zelin Zhang Tao Zhang KediLI Xu Zheng 17 0 0 20 May 2025
Robust Multimodal Segmentation with Representation Regularization and Hybrid Prototype Distillation Jiaqi Tan Xu Zheng Yuhang Liu 22 0 0 19 May 2025
Adversarial Robustness for Unified Multi-Modal Encoders via Efficient Calibration Chih-Ting Liao Bin Ren Guofeng Mei Xu Zheng AAML 17 0 0 17 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 38 3 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 92 0 0 04 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 Yansen Wang Danda Pani Paudel Luc Van Gool Xuming Hu VLM 84 7 0 24 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 72 8 0 09 Mar 2025