Update README.md

README.md

@@ -2,10 +2,21 @@
 language:
 - en
 tags:
-- self-supervised-learning,
 - time-series
+- self-supervised-learning
+- representation-learning
 - time-series-classification
+- time-series-regression
+task_categories:
+- feature-extraction
+pretty_name: Learning Without Augmenting (Preprocessed Time-Series)
 ---
 
-This dataset repository contains the **preprocessed data** used in our NeurIPS 2025 paper *Learning Without Augmenting*. It includes all nine datasets across five time-series tasks in different ready-to-use format. For training code, loaders, and preprocessing scripts, please see our GitHub repository:
-👉 [https://github.com/eth-siplab/Learning-with-FrameProjections](https://github.com/eth-siplab/Learning-with-FrameProjections)
+# Learning Without Augmenting — Preprocessed Time-Series Data
+
+Preprocessed data used in our NeurIPS 2025 paper *Learning Without Augmenting*.  
+It includes nine datasets across five time-series tasks in ready-to-use format.
+
+[![Hugging Face Papers](https://img.shields.io/badge/HF%20Papers-2510.22655-blue.svg)](https://huggingface.co/papers/2510.22655)
+[![Code](https://img.shields.io/badge/GitHub-Learning--with--FrameProjections-black.svg)](https://github.com/eth-siplab/Learning-with-FrameProjections)
+[![Project Page](https://img.shields.io/badge/Project-NeurIPS%202025-4b8bbe.svg)](https://neurips.cc/virtual/2025/loc/san-diego/poster/118514)