Added references to the published paper.

content/other/low-depth-image-circuits/_meta/collection.json

@@ -1,6 +1,6 @@
 {
   "slug": "low-depth-image-circuits",
   "title": "Low-Depth Image Circuits",
-  "about": "This collection contains datasets from an upcoming paper, Typical Machine Learning Datasets as Low-Depth Quantum Circuits. These datasets contain quantum circuits that encode images as quantum states and can be used for benchmarking supervised quantum machine learning models.",
+  "about": "This collection contains datasets from the paper, Typical Machine Learning Datasets as Low-Depth Quantum Circuits. These datasets contain quantum circuits that encode images as quantum states and can be used for benchmarking supervised quantum machine learning models.",
   "thumbnail": "pennylane-datasets-collection-low-depth-image-circuits.png"
 }

content/other/low-depth-image-circuits/cifar-10/citation.txt

@@ -3,3 +3,17 @@
     author={Florian Kiwit and Bernhard Jobst and Andre Luckow and Frank Pollmann and Carlos Riofrío},
     howpublished = {\url{https://pennylane.ai/datasets/low-depth-mnist}}
     year={2025}}
+
+@article{Kiwit_2025,
+doi = {10.1088/2058-9565/ae0123},
+url = {https://doi.org/10.1088/2058-9565/ae0123},
+year = {2025},
+month = {sep},
+publisher = {IOP Publishing},
+volume = {10},
+number = {4},
+pages = {045035},
+author = {Kiwit, Florian J and Jobst, Bernhard and Luckow, Andre and Pollmann, Frank and Riofrío, Carlos A},
+title = {Typical machine learning datasets as low-depth quantum circuits},
+journal = {Quantum Science and Technology},
+}

content/other/low-depth-image-circuits/cifar-10/meta.json

@@ -40,6 +40,6 @@
   "heroImage": "https://assets.cloud.pennylane.ai/datasets/generic/hero/pennylane-datasets-hero-generic-2.png",
   "thumbnail": "https://assets.cloud.pennylane.ai/datasets/generic/thumbnail/pennylane-datasets-thumbnail-cifar10.png",
   "extra": {},
-  "dateOfLastModification": "2025-06-16",
+  "dateOfLastModification": "2025-11-22",
   "dateOfPublication": "2025-04-23"
 }

content/other/low-depth-image-circuits/cifar-10/using_this_dataset.md

@@ -1,4 +1,4 @@
-Data for benchmarking machine learning models, generated for an upcoming paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
+Data for benchmarking machine learning models, as detailed in the paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
 
 **Description of the dataset**
 

content/other/low-depth-image-circuits/fashion-mnist/citation.txt

@@ -3,3 +3,17 @@
     author={Florian Kiwit and Bernhard Jobst and Andre Luckow and Frank Pollmann and Carlos Riofrío},
     howpublished = {\url{https://pennylane.ai/datasets/low-depth-mnist}}
     year={2025}}
+
+@article{Kiwit_2025,
+doi = {10.1088/2058-9565/ae0123},
+url = {https://doi.org/10.1088/2058-9565/ae0123},
+year = {2025},
+month = {sep},
+publisher = {IOP Publishing},
+volume = {10},
+number = {4},
+pages = {045035},
+author = {Kiwit, Florian J and Jobst, Bernhard and Luckow, Andre and Pollmann, Frank and Riofrío, Carlos A},
+title = {Typical machine learning datasets as low-depth quantum circuits},
+journal = {Quantum Science and Technology},
+}

content/other/low-depth-image-circuits/fashion-mnist/meta.json

@@ -40,6 +40,6 @@
   "heroImage": "https://assets.cloud.pennylane.ai/datasets/generic/hero/pennylane-datasets-hero-generic-2.png",
   "thumbnail": "https://assets.cloud.pennylane.ai/datasets/generic/thumbnail/pennylane-datasets-thumbnail-fashion-mnist.png",
   "extra": {},
-  "dateOfLastModification": "2025-06-16",
+  "dateOfLastModification": "2025-11-22",
   "dateOfPublication": "2025-04-23"
 }

content/other/low-depth-image-circuits/fashion-mnist/using_this_dataset.md

@@ -1,4 +1,4 @@
-Data for benchmarking machine learning models, generated for an upcoming paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
+Data for benchmarking machine learning models, as detailed in the paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
 
 **Description of the dataset**
 

content/other/low-depth-image-circuits/imagenette/citation.txt

@@ -3,3 +3,17 @@
     author={Florian Kiwit and Bernhard Jobst and Andre Luckow and Frank Pollmann and Carlos Riofrío},
     howpublished = {\url{https://pennylane.ai/datasets/low-depth-mnist}}
     year={2025}}
+
+@article{Kiwit_2025,
+doi = {10.1088/2058-9565/ae0123},
+url = {https://doi.org/10.1088/2058-9565/ae0123},
+year = {2025},
+month = {sep},
+publisher = {IOP Publishing},
+volume = {10},
+number = {4},
+pages = {045035},
+author = {Kiwit, Florian J and Jobst, Bernhard and Luckow, Andre and Pollmann, Frank and Riofrío, Carlos A},
+title = {Typical machine learning datasets as low-depth quantum circuits},
+journal = {Quantum Science and Technology},
+}

content/other/low-depth-image-circuits/imagenette/meta.json

@@ -40,6 +40,6 @@
   "heroImage": "https://assets.cloud.pennylane.ai/datasets/generic/hero/pennylane-datasets-hero-generic-2.png",
   "thumbnail": "https://assets.cloud.pennylane.ai/datasets/generic/thumbnail/pennylane-datasets-thumbnail-imagenette.png",
   "extra": {},
-  "dateOfLastModification": "2025-06-16",
+  "dateOfLastModification": "2025-11-22",
   "dateOfPublication": "2025-04-23"
 }

content/other/low-depth-image-circuits/imagenette/using_this_dataset.md

@@ -1,4 +1,4 @@
-Data for benchmarking machine learning models, generated for an upcoming paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
+Data for benchmarking machine learning models, as detailed in the paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
 
 **Description of the dataset**
 

content/other/low-depth-image-circuits/mnist/citation.txt

@@ -3,3 +3,17 @@
     author={Florian Kiwit and Bernhard Jobst and Andre Luckow and Frank Pollmann and Carlos Riofrío},
     howpublished = {\url{https://pennylane.ai/datasets/low-depth-mnist}}
     year={2025}}
+
+@article{Kiwit_2025,
+doi = {10.1088/2058-9565/ae0123},
+url = {https://doi.org/10.1088/2058-9565/ae0123},
+year = {2025},
+month = {sep},
+publisher = {IOP Publishing},
+volume = {10},
+number = {4},
+pages = {045035},
+author = {Kiwit, Florian J and Jobst, Bernhard and Luckow, Andre and Pollmann, Frank and Riofrío, Carlos A},
+title = {Typical machine learning datasets as low-depth quantum circuits},
+journal = {Quantum Science and Technology},
+}

content/other/low-depth-image-circuits/mnist/meta.json

@@ -40,6 +40,6 @@
   "heroImage": "https://assets.cloud.pennylane.ai/datasets/generic/hero/pennylane-datasets-hero-generic-2.png",
   "thumbnail": "https://assets.cloud.pennylane.ai/datasets/generic/thumbnail/pennylane-datasets-thumbnail-mnist.png",
   "extra": {},
-  "dateOfLastModification": "2025-06-16",
+  "dateOfLastModification": "2025-11-22",
   "dateOfPublication": "2025-03-19"
 }

content/other/low-depth-image-circuits/mnist/using_this_dataset.md

@@ -1,4 +1,4 @@
-Data for benchmarking machine learning models, generated for an upcoming paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
+Data for benchmarking machine learning models, as detailed in the paper: *Typical Machine Learning Datasets as Low-Depth Quantum Circuits*.
 
 **Description of the dataset**