GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models

5 October 2022

Papers citing "GMMSeg: Gaussian Mixture based Generative Semantic Segmentation Models"

50 / 68 papers shown

Title
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting Huawei Sun Bora Kunter Sahin Georg Stettinger Maximilian Bernhard Matthias Schubert Robert Wille 33 0 0 06 May 2025
DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion Wei Huang M. Liang Peining Li Xu Hou Yawen Li Junping Du Zhe Xue Zeli Guan DiffM 31 0 0 09 Apr 2025
Prior2Former -- Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation Sebastian Schmidt Julius Körner Dominik Fuchsgruber Stefano Gasperini F. Tombari Stephan Günnemann 23 0 0 07 Apr 2025
Generative Classifier for Domain Generalization Shaocong Long Qianyu Zhou X. Li Chenhao Ying Yunhai Tong Lizhuang Ma Yuan Luo Dacheng Tao 33 0 0 03 Apr 2025
Generative Modeling of Class Probability for Multi-Modal Representation Learning Jungkyoo Shin Bumsoo Kim Eunwoo Kim 48 1 0 21 Mar 2025
Sample and Map from a Single Convex Potential: Generation using Conjugate Moment Measures Nina Vesseron Louis Béthune Marco Cuturi 47 0 0 13 Mar 2025
Towards Robust Multimodal Representation: A Unified Approach with Adaptive Experts and Alignment Nazanin Moradinasab S. Sengupta Jiebei Liu Sana Syed Donald Brown 55 0 0 12 Mar 2025
Out-of-Distribution Segmentation in Autonomous Driving: Problems and State of the Art Youssef Shoeb Azarm Nowzad Hanno Gottschalk UQCV 74 2 0 04 Mar 2025
Adaptive Neural Networks for Intelligent Data-Driven Development Youssef Shoeb Azarm Nowzad Hanno Gottschalk 56 2 0 14 Feb 2025
Learning Clustering-based Prototypes for Compositional Zero-shot Learning Hongyu Qu Jianan Wei Xiangbo Shu Wenguan Wang VLM 43 1 0 10 Feb 2025
Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban Scenes Yuanpeng Tu Yuxi Li Boshen Zhang Liang Liu J. Zhang Y. Wang C. Zhao 49 3 0 03 Jan 2025
Segmentation of arbitrary features in very high resolution remote sensing imagery Henry Cording Yves Plancherel Pablo Brito-Parada 61 0 0 20 Dec 2024
Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models Peng Cui Guande He Dan Zhang Zhijie Deng Yinpeng Dong Jun Zhu 67 0 0 26 Nov 2024
GenGMM: Generalized Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Nazanin Moradinasab Hassan Jafarzadeh Donald E. Brown VLM 14 1 0 21 Oct 2024
Performance of Gaussian Mixture Model Classifiers on Embedded Feature Spaces Jérémy Chopin Rozenn Dahyot 19 0 0 17 Oct 2024
DiffATR: Diffusion-based Generative Modeling for Audio-Text Retrieval Yifei Xin Xuxin Cheng Zhihong Zhu Xusheng Yang Yuexian Zou DiffM 23 5 0 16 Sep 2024
A Likelihood Ratio-Based Approach to Segmenting Unknown Objects Nazir Nayal Youssef Shoeb Fatma Güney OODD 25 0 0 10 Sep 2024
Abstracted Gaussian Prototypes for One-Shot Concept Learning Chelsea Zou Kenneth J. Kurtz VLM 15 0 0 30 Aug 2024
Learning Unknowns from Unknowns: Diversified Negative Prototypes Generator for Few-Shot Open-Set Recognition Zhenyu Zhang Guangyao Chen Yixiong Zou Yuhua Li Ruixuan Li UQCV 25 0 0 23 Aug 2024
Prototype Learning Guided Hybrid Network for Breast Tumor Segmentation in DCE-MRI Lei Zhou Yuzhong Zhang Jiadong Zhang Xuejun Qian Chen Gong ... Zhongxiang Ding Xing Wang Zhenhui Li Zaiyi Liu Dinggang Shen MedIm 18 5 0 11 Aug 2024
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond Silvio Galesso Philipp Schroppel Hssan Driss Thomas Brox 20 0 0 22 Jul 2024
CPM: Class-conditional Prompting Machine for Audio-visual Segmentation Yuanhong Chen Chong Wang Yuyuan Liu Hu Wang Gustavo Carneiro 29 2 0 07 Jul 2024
HiDiff: Hybrid Diffusion Framework for Medical Image Segmentation Tao Chen Chenhui Wang Zhihao Chen Yiming Lei Hongming Shan MedIm 26 7 0 03 Jul 2024
ProtoGMM: Multi-prototype Gaussian-Mixture-based Domain Adaptation Model for Semantic Segmentation Nazanin Moradinasab Laura S. Shankman Rebecca A. Deaton Gary K. Owens Donald E. Brown VLM 28 2 0 27 Jun 2024
Prototypical Transformer as Unified Motion Learners Cheng Han Yawen Lu Guohao Sun James Liang Zhiwen Cao ... S. Dianat Raghuveer M. Rao Tong Geng Zhiqiang Tao Dongfang Liu ViT 26 2 0 03 Jun 2024
Zero-Shot Out-of-Distribution Detection with Outlier Label Exposure Choubo Ding Guansong Pang OODD VLM 20 3 0 03 Jun 2024
Random Walk on Pixel Manifolds for Anomaly Segmentation of Complex Driving Scenes Zelong Zeng Kaname Tomite 19 1 0 27 Apr 2024
DiffSeg: A Segmentation Model for Skin Lesions Based on Diffusion Difference Zhihao Shuai Yinan Chen Shunqiang Mao Yihan Zho Xiaohong Zhang MedIm 23 1 0 25 Apr 2024
Visual Knowledge in the Big Model Era: Retrospect and Prospect Wenguan Wang Yi Yang Yunhe Pan VLM 31 13 0 05 Apr 2024
Clustering for Protein Representation Learning Ruijie Quan Wenguan Wang Fan Ma Hehe Fan Yi Yang 19 5 0 30 Mar 2024
Neural Clustering based Visual Representation Learning Guikun Chen Xia Li Yi Yang Wenguan Wang SSL 21 8 0 26 Mar 2024
Clustering Propagation for Universal Medical Image Segmentation Yuhang Ding Liulei Li Wenguan Wang Yi Yang 20 2 0 25 Mar 2024
Region-aware Distribution Contrast: A Novel Approach to Multi-Task Partially Supervised Learning Meixuan Li Tianyu Li Guoqing Wang Peng Wang Yang Yang H. Shen 25 0 0 15 Mar 2024
Placing Objects in Context via Inpainting for Out-of-distribution Segmentation Pau de Jorge Riccardo Volpi P. Dokania Philip H. S. Torr Grégory Rogez DiffM 40 0 0 26 Feb 2024
Outlier detection by ensembling uncertainty with negative objectness Anja Delić Matej Grcić Sinisa Segvic UQCV 32 15 0 23 Feb 2024
Open-Vocabulary Segmentation with Unpaired Mask-Text Supervision Zhaoqing Wang Xiaobo Xia Ziye Chen Xiao He Yandong Guo Mingming Gong Tongliang Liu VLM 8 10 0 14 Feb 2024
Latency-aware Road Anomaly Segmentation in Videos: A Photorealistic Dataset and New Metrics Beiwen Tian Huan-ang Gao Leiyao Cui Yupeng Zheng Lan Luo Baofeng Wang Rong Zhi Guyue Zhou Hao Zhao 8 4 0 10 Jan 2024
Marginal Debiased Network for Fair Visual Recognition Mei Wang Weihong Deng Sen Su 16 0 0 04 Jan 2024
Mixture of Gaussian-distributed Prototypes with Generative Modelling for Interpretable and Trustworthy Image Recognition Chong Wang Yuanhong Chen Fengbei Liu Yuyuan Liu Davis J. McCarthy Helen Frazer Gustavo Carneiro 16 1 0 30 Nov 2023
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Mu Chen Zhedong Zheng Yi Yang 3DV 37 6 0 21 Nov 2023
LOGICSEG: Parsing Visual Semantics with Neural Logic Learning and Reasoning Liulei Li Wenguan Wang Yi Yang NAI VLM 27 27 0 24 Sep 2023
CATR: Combinatorial-Dependence Audio-Queried Transformer for Audio-Visual Video Segmentation Kexin Li Zongxin Yang Lei Chen Yezhou Yang Jun Xiao VOS 28 49 0 18 Sep 2023
Logic-induced Diagnostic Reasoning for Semi-supervised Semantic Segmentation Chen Liang Wenguan Wang Jiaxu Miao Yi Yang NAI 22 29 0 24 Aug 2023
Improving Anomaly Segmentation with Multi-Granularity Cross-Domain Alignment Ji Zhang Xiao-Jun Wu Zhi-Qi Cheng Qin He Wei Li 14 5 0 16 Aug 2023
UGainS: Uncertainty Guided Anomaly Instance Segmentation Alexey Nekrasov Alexander Hermans L. Kuhnert Bastian Leibe 13 11 0 03 Aug 2023
Clustering based Point Cloud Representation Learning for 3D Analysis Tuo Feng Wenguan Wang Xiaohan Wang Yi Yang Qinghua Zheng 3DPC 16 26 0 27 Jul 2023
MomentDiff: Generative Video Moment Retrieval from Random to Real P. Li Chen-Wei Xie Hongtao Xie Liming Zhao Lei Zhang Yun Zheng Deli Zhao Yongdong Zhang DiffM VGen 23 53 0 06 Jul 2023
Perturbation-Assisted Sample Synthesis: A Novel Approach for Uncertainty Quantification Yifei Liu Rex Shen Xiaotong Shen DiffM 13 1 0 30 May 2023
Maskomaly:Zero-Shot Mask Anomaly Segmentation J. Ackermann Christos Sakaridis F. I. F. Richard Yu ISeg 13 23 0 26 May 2023
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata 52 6 0 16 May 2023