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Large Multimodal Models for
Pixel-level Scene Understanding
at IEEE ICME 2025
A half-day workshop at IEEE ICME 2025
A half-day workshop at IEEE ICME 2025
Call For Papers
Call For Papers
The workshop invites original research contributions on all multimodal segmentation aspects. Topics of interest include, but are not limited to:
Foundational models for image/video/3D segmentation
Open-vocabulary/open-world image/video/3D segmentation
Semantic/instance/panoptic image/video/3D segmentation
Universal image/video/3D segmentation models
Diffusion models for segmentation
Training-free segmentation models
Real-world segmentation applications in medical imaging, autonomous driving, robotics, and visual navigation.
Submission Site: https://cmt3.research.microsoft.com/ICMEW2025/Submission/Index
Formatting Requirements:
Papers must not exceed 6 pages, including text, figures, and references.
Workshop papers should follow the same formatting guidelines as the main conference papers. Please refer to the main conference instructions here. All submissions must adhere to the double-blind review process in accordance with the conference guidelines.
Important Dates
Important Dates
Paper Submission Due Date: April 1, 2025
Notification of Acceptance/Rejection: April 25, 2025
Camera-Ready Due Date: May 15, 2025
Fast Track: We offer a fast track for papers rejected from the main conference or other top-tier conferences, provided the reviews are uploaded. Acceptance notifications will be sent in mid April.
No Proceedings (Non-archival): If you're interested in presenting previously accepted work from the main ICME conference or other top-tier conferences, we also accept papers relevant to the topic. Please email your submission to lmm.psu.organizers@gmail.com.
Organizers
Organizers
Rao Muhammad AnwerMBZUAI, UAE
Jorma LaaksonenAalto University, Finland
Wenguan WangZhejiang University, China
Hisham CholakkalMBZUAI, UAE
Yutong Xie University of Adelaide Australia, MBZUAI UAE
Jiale CaoTianjin University, China
A summit to bring together the brave new ideas and trends in advancing multimodal pixel-level scene understanding in the era of Generative AI
A summit to bring together the brave new ideas and trends in advancing multimodal pixel-level scene understanding in the era of Generative AI
Monday, June 30th, 2025
2:00 PM – 5:00 PM
Workshop W4 - Room GH
2:00 – 2:15 PM: Opening Remarks
Jorma Laaksonen (Aalto University)
2:15 – 3:00 PM: Keynote Talk
Fahad Khan (MBZUAI / Linköping University)
3:00 – 3:25 PM: Oral Talk 1
LG-CD: Enhancing Language-Guided Change Detection through SAM2 Adaptation
Yixiao Liu, Yizhou Yang, Jinwen Li, Jun Tao, Ruoyu Li, Xiangkun Wang, Min Zhu, Junlong Cheng
3:25 – 3:50 PM: Oral Talk 2
RIASA: Enhancing Reasoning Industrial Anomaly Segmentation via Large Vision-Language Models
Zongyun Zhang, Xian Gao, Jiacheng Ruan, Ting Liu, Yuzhuo Fu
3:50 – 5:00 PM: Poster Session and Networking
RIASA: Enhancing Reasoning Industrial Anomaly Segmentation via Large Vision-Language Models
Zongyun Zhang, Xian Gao, Jiacheng Ruan, Ting Liu, Yuzhuo Fu
A Twin-network Architecture for RGB-based Panoramic Semantic Segmentation
Jingguo Liu, Jiayao Liu, Yujie Wang, Shigang Li, Jianfeng Li
LG-CD: Enhancing Language-Guided Change Detection through SAM2 Adaptation
Yixiao Liu, Yizhou Yang, Jinwen Li, Jun Tao, Ruoyu Li, Xiangkun Wang, Min Zhu, Junlong Cheng
360-Degree Full-view Image Segmentation by Spherical Convolution compatible with Large-scale Planar Pre-trained Models
Jingguo Liu, Han Yu, Shigang Li, Jianfeng Li
Program Committee
Program Committee
Jean Lahoud MBZUAI, UAE.
Lei Huang, Beihang University, CHINA
Ashmal Vayani, University of Central Florida, USA
Munawar Hayat, Qualcomm, USA
Mustansar Fiaz, IBM, USA
Muzammal Nasser, Khalifa University, UAE
Yaxing Wang, Nankai University, CHINA
Aditya Arora, York University, CANADA
Akshita Gupta, University of Guelph, CANADA
K J Joseph, Adobe Research, INDIA
Sanath Narayan, TII, UAE
Hanoona Bangalath, MBZUAI, UAE
Sara Ghaboura, MBZUAI, UAE
The Venue
The Venue
La Cité Nantes Congress Centre
La Cité Nantes Congress Centre
Nantes, France
Nantes, France
ICME 2025 will be held at the venue La Cité Nantes Congress Centre, which is a world-class convention center in the heart of the city, within walking distance of the train station, hotels and historic places.
ICME 2025 will be held at the venue La Cité Nantes Congress Centre, which is a world-class convention center in the heart of the city, within walking distance of the train station, hotels and historic places.
Large Multimodal Models for
Large Multimodal Models for
Pixel-level Scene Understanding
Pixel-level Scene Understanding
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