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CVPR 2026PastOther

The 1st Workshop on Monitoring the World through an Imperfect Lens

MONTI 2026

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Submission deadline
May 6, 2026, 23:59 UTC
OpenReview-synced 2026-05-06 23:59 UTC (as of 2026-06-23) — extensions on OpenReview are applied automatically; verify on the website.
Submission portal
OpenReview
Notes
Topics were auto-suggested and may be imprecise — edits welcome.

Accepted papers (13)

Fetched from OpenReview (v2) on 2026-06-10.

  1. Aerial2Poly: Aerial Imagery to Polygon Vectorization

    Elan Ding, Phi Vu Tran · PDF

  2. Automated Estimation of Burial Site Occupancy from Satellite Imagery using Crowd-Counting Models Trained with Drone Imagery Annotations

    Selemani Mmbaga · PDF

  3. Bridging Semantic and Structural Manifolds: Zero-Shot Single-Temporal Anomaly Detection in Remote Sensing

    SHIH-CHIH LIN, Wei-Chieh Sun, Jia-Xian Jian, YunTung Chu · PDF

  4. ConvLSTM for Pixel-Level Shoreline Retreat Spatiotemporal Forecasting

    Muhamad Iqbal Januadi Putra, Edy Irwansyah, Atika Gustini, MUHAMMAD CHAIDIR HARIST, Raka Admiral Abdurrahman, Supriatna, Vincent Alexander · PDF

  5. Cross-Modal Decoupled Knowledge Distillation for Imbalanced Solar Flare Prediction

    Wantong Huang, Yang Zhao, Yang Peng · PDF

  6. FAF-CD: Frequency-Aware Fusion for Change Detection under Imperfect Multimodal Remote Sensing

    Yufan Wang, Sokratis Makrogiannis, Chandra Kambhamettu · PDF

  7. From Passive Observation to Active Multi-Agent Sensing in Earth Observation

    Xiaojian Wang, Zhengxiong Li · PDF

  8. SAR-TEXT: From Imperfect Multimodal Earth Observation to Large-Scale SAR–Language Supervision

    Xinjun Cheng, Chunping Qiu, Xichuan Zhang, Qiangjuan Huang, Ke Yang, YiguoHe · PDF

  9. SEORation: Curating SAR-EO Paired Data for Multi-Modal Remote Sensing Foundation Models

    Seojun Kim, Youngtack Oh, Yejun Lee, Sohee Son · PDF

  10. Talk is Cheap: Querying SAR with Text via Ground-Photo Alignment

    Mikolaj Czerkawski · PDF

  11. ThinkGeo: Evaluating Tool-Augmented Agents for Remote Sensing Tasks

    Akashah Shabbir, Muhammad Akhtar Munir, Akshay Dudhane, Muhammad Umer Sheikh, Muhammad Haris Khan, Paolo Fraccaro, Juan Bernabe Moreno, Fahad Shahbaz Khan, Salman Khan · PDF

  12. Topology-Constrained Graph-Mamba with Logit Diffusion for Change Detection

    Chatterjee M, Anuvab Sen, Aparup Ghosh, Udayon Sen · PDF

  13. Towards Realistic SAR Super-Resolution: A Two-Stage Enhancement Framework with Latent Diffusion Models

    Yejun Lee, Sohee Son · PDF