Update README with Taming paper, citations, and like request

README.md

@@ -16,13 +16,17 @@ short_description: To run EchoTracker instantly on a custom or given videos.
 **Advancing Myocardial Point Tracking in Echocardiography**
 
 [![MICCAI 2024](https://img.shields.io/badge/MICCAI-2024-blue)](https://link.springer.com/chapter/10.1007/978-3-031-72083-3_60)
+[![ICCV 2025 Workshop](https://img.shields.io/badge/ICCV%20Workshop-2025-blue)](https://openaccess.thecvf.com/content/ICCV2025W/CVAMD/papers/Azad_Taming_Modern_Point_Tracking_for_Speckle_Tracking_Echocardiography_via_Impartial_CVAMD_2025_paper.pdf)
 [![arXiv](https://img.shields.io/badge/arXiv-2405.08587-red)](https://arxiv.org/abs/2405.08587)
+[![arXiv](https://img.shields.io/badge/arXiv-2507.10127-red)](https://arxiv.org/abs/2507.10127)
 [![GitHub](https://img.shields.io/badge/GitHub-riponazad%2Fechotracker-black)](https://github.com/riponazad/echotracker)
 [![Project Page](https://img.shields.io/badge/Project-Page-purple)](https://riponazad.github.io/echotracker/)
 [![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](LICENSE)
 
 EchoTracker is an interactive demo for tracking user-selected points on cardiac tissue across echocardiography video sequences. It was presented at **MICCAI 2024** and demonstrates strong generalisation across cardiac views and scanner types — including out-of-distribution settings not seen during training.
 
+The model weights used in this demo are from the follow-up work **"Taming Modern Point Tracking for Speckle Tracking Echocardiography via Impartial Motion"** (ICCV 2025 Workshop), which further advances robustness and accuracy for speckle tracking in echocardiography.
+
 ---
 
 ## Demo
@@ -118,7 +122,7 @@ The tracker receives a batch of grayscale frames of shape `[B, T, 1, H, W]` and
 
 ## Citation
 
-If you use EchoTracker in your research, please cite:
+If you use EchoTracker or the model weights in this demo, please cite both papers:
 
 ```bibtex
 @InProceedings{azad2024echotracker,
@@ -131,6 +135,16 @@ If you use EchoTracker in your research, please cite:
     publisher = {Springer Nature Switzerland},
     doi       = {10.1007/978-3-031-72083-3_60}
 }
+
+@InProceedings{Azad_2025_ICCV,
+    author    = {Azad, Md Abulkalam and Nyberg, John and Dalen, H{\aa}vard
+                 and Grenne, Bj{\o}rnar and Lovstakken, Lasse and {\O}stvik, Andreas},
+    title     = {Taming Modern Point Tracking for Speckle Tracking Echocardiography via Impartial Motion},
+    booktitle = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops},
+    month     = {October},
+    year      = {2025},
+    pages     = {1115--1124}
+}
 ```
 
 ---
@@ -146,3 +160,9 @@ Md Abulkalam Azad, Artem Chernyshov, John Nyberg, Ingrid Tveten, Lasse Lovstakke
 This project is licensed under the [MIT License](LICENSE).
 
 > **Note:** The bundled example echocardiography clips are provided for demonstration purposes only and should not be downloaded, reproduced, or used outside this demo.
+
+---
+
+## Support This Work
+
+If you find EchoTracker useful, please consider clicking the **Like** button at the top of this Space. It helps others discover this work and supports continued open research in cardiac image analysis.