Update dataset card metadata and paper links

README.md

@@ -1,52 +1,53 @@
 ---
+language:
+- en
+license: cc-by-4.0
+size_categories:
+- 10K<n<100K
+task_categories:
+- image-feature-extraction
+- image-classification
+- image-to-image
+pretty_name: NearID (Multi-View Identity Dataset)
 dataset_info:
   features:
-    - name: id
-      dtype: int64
-    - name: category
-      dtype: string
-    - name: category_description
-      dtype: string
-    - name: img1
-      dtype: image
-    - name: img2
-      dtype: image
-    - name: img3
-      dtype: image
-    - name: n_images
-      dtype: int64
-    - name: objaverse_id
-      dtype: string
-    - name: prompts1
-      dtype: string
-    - name: prompts2
-      dtype: string
-    - name: prompts3
-      dtype: string
-    - name: quality
-      dtype: string
+  - name: id
+    dtype: int64
+  - name: category
+    dtype: string
+  - name: category_description
+    dtype: string
+  - name: img1
+    dtype: image
+  - name: img2
+    dtype: image
+  - name: img3
+    dtype: image
+  - name: n_images
+    dtype: int64
+  - name: objaverse_id
+    dtype: string
+  - name: prompts1
+    dtype: string
+  - name: prompts2
+    dtype: string
+  - name: prompts3
+    dtype: string
+  - name: quality
+    dtype: string
   splits:
-    - name: train
-task_categories:
-  - image-classification
-  - image-to-image
-language:
-  - en
-license: cc-by-4.0
+  - name: train
 tags:
-  - nearid
-  - identity-embedding
-  - multi-view
-  - synthetic
-  - metric-learning
-pretty_name: "NearID (Multi-View Identity Dataset)"
-size_categories:
-  - 10K<n<100K
+- nearid
+- identity-embedding
+- multi-view
+- synthetic
+- metric-learning
 ---
 
 # NearID — Multi-View Identity Dataset
 
-[![Model](https://img.shields.io/badge/Model-nearid--siglip2-blue)](https://huggingface.co/Aleksandar/nearid-siglip2) [![Paper](https://img.shields.io/badge/arXiv-XXXX.XXXXX-b31b1b)](https://arxiv.org/abs/XXXX.XXXXX) [![Project Page](https://img.shields.io/badge/🌐-Project_Page-blue)](https://gorluxor.github.io/NearID/) [![GitHub](https://img.shields.io/badge/GitHub-Repository-black?logo=github)](https://github.com/Gorluxor/NearID) [![KAUST](https://img.shields.io/badge/KAUST-009B4D)](https://www.kaust.edu.sa/) [![Snap Research](https://img.shields.io/badge/Snap_Research-FFFC00?logoColor=black)](https://research.snap.com/)
+[![Model](https://img.shields.io/badge/Model-nearid--siglip2-blue)](https://huggingface.co/Aleksandar/nearid-siglip2) [![Paper](https://img.shields.io/badge/arXiv-2604.01973-b31b1b)](https://huggingface.co/papers/2604.01973) [![Project Page](https://img.shields.io/badge/🌐-Project_Page-blue)](https://gorluxor.github.io/NearID/) [![GitHub](https://img.shields.io/badge/GitHub-Repository-black?logo=github)](https://github.com/Gorluxor/NearID) [![KAUST](https://img.shields.io/badge/KAUST-009B4D)](https://www.kaust.edu.sa/) [![Snap Research](https://img.shields.io/badge/Snap_Research-FFFC00?logoColor=black)](https://research.snap.com/)
 
 This is the **base positives dataset** for the [NearID](https://huggingface.co/Aleksandar/nearid-siglip2) project. Each sample contains multiple views of the **same identity** rendered in different backgrounds/contexts.
 
@@ -95,7 +96,7 @@ neg = load_dataset("Aleksandar/NearID-Flux")
 ## Related
 
 - **Model:** [Aleksandar/nearid-siglip2](https://huggingface.co/Aleksandar/nearid-siglip2) — NearID identity embedding model
-- **Paper:** [NearID: Identity Representation Learning via Near-identity Distractors](https://arxiv.org/abs/XXXX.XXXXX)
+- **Paper:** [NearID: Identity Representation Learning via Near-identity Distractors](https://huggingface.co/papers/2604.01973)
 - **Code:** [github.com/Gorluxor/NearID](https://github.com/Gorluxor/NearID)
 
 ## License & Attribution
@@ -109,4 +110,4 @@ This dataset is released under [CC-BY-4.0](https://creativecommons.org/licenses/
   title={NearID: Identity Representation Learning via Near-identity Distractors},
   author={Cvejic, Aleksandar and Abdal, Rameen and Eldesokey, Abdelrahman and Ghanem, Bernard and Wonka, Peter}
 }
-```
+```