diff --git a/.idea/.gitignore b/.idea/.gitignore
new file mode 100644
index 0000000..13566b8
--- /dev/null
+++ b/.idea/.gitignore
@@ -0,0 +1,8 @@
+# Default ignored files
+/shelf/
+/workspace.xml
+# Editor-based HTTP Client requests
+/httpRequests/
+# Datasource local storage ignored files
+/dataSources/
+/dataSources.local.xml
diff --git a/.idea/awesome-contrastive-self-supervised-learning.iml b/.idea/awesome-contrastive-self-supervised-learning.iml
new file mode 100644
index 0000000..d0876a7
--- /dev/null
+++ b/.idea/awesome-contrastive-self-supervised-learning.iml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<module type="PYTHON_MODULE" version="4">
+  <component name="NewModuleRootManager">
+    <content url="file://$MODULE_DIR$" />
+    <orderEntry type="inheritedJdk" />
+    <orderEntry type="sourceFolder" forTests="false" />
+  </component>
+</module>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/Project_Default.xml b/.idea/inspectionProfiles/Project_Default.xml
new file mode 100644
index 0000000..dc1b5b0
--- /dev/null
+++ b/.idea/inspectionProfiles/Project_Default.xml
@@ -0,0 +1,80 @@
+<component name="InspectionProjectProfileManager">
+  <profile version="1.0">
+    <option name="myName" value="Project Default" />
+    <inspection_tool class="Eslint" enabled="true" level="WARNING" enabled_by_default="true" />
+    <inspection_tool class="PyPackageRequirementsInspection" enabled="true" level="WARNING" enabled_by_default="true">
+      <option name="ignoredPackages">
+        <value>
+          <list size="66">
+            <item index="0" class="java.lang.String" itemvalue="huggingface_hub" />
+            <item index="1" class="java.lang.String" itemvalue="torchmetrics" />
+            <item index="2" class="java.lang.String" itemvalue="joblib" />
+            <item index="3" class="java.lang.String" itemvalue="huggingface-hub" />
+            <item index="4" class="java.lang.String" itemvalue="python-dotenv" />
+            <item index="5" class="java.lang.String" itemvalue="apify-shared" />
+            <item index="6" class="java.lang.String" itemvalue="setuptools" />
+            <item index="7" class="java.lang.String" itemvalue="torchvision" />
+            <item index="8" class="java.lang.String" itemvalue="apify-client" />
+            <item index="9" class="java.lang.String" itemvalue="easydict" />
+            <item index="10" class="java.lang.String" itemvalue="coloraide" />
+            <item index="11" class="java.lang.String" itemvalue="sentry-sdk" />
+            <item index="12" class="java.lang.String" itemvalue="accelerate" />
+            <item index="13" class="java.lang.String" itemvalue="fire" />
+            <item index="14" class="java.lang.String" itemvalue="uvicorn" />
+            <item index="15" class="java.lang.String" itemvalue="notebook" />
+            <item index="16" class="java.lang.String" itemvalue="sagemaker" />
+            <item index="17" class="java.lang.String" itemvalue="pydantic" />
+            <item index="18" class="java.lang.String" itemvalue="transformers" />
+            <item index="19" class="java.lang.String" itemvalue="diffusers" />
+            <item index="20" class="java.lang.String" itemvalue="aws-lambda-powertools" />
+            <item index="21" class="java.lang.String" itemvalue="loguru" />
+            <item index="22" class="java.lang.String" itemvalue="tgate" />
+            <item index="23" class="java.lang.String" itemvalue="types-setuptools" />
+            <item index="24" class="java.lang.String" itemvalue="omegaconf" />
+            <item index="25" class="java.lang.String" itemvalue="pyyaml" />
+            <item index="26" class="java.lang.String" itemvalue="openai" />
+            <item index="27" class="java.lang.String" itemvalue="boto3" />
+            <item index="28" class="java.lang.String" itemvalue="instructor" />
+            <item index="29" class="java.lang.String" itemvalue="retrying" />
+            <item index="30" class="java.lang.String" itemvalue="matplotlib" />
+            <item index="31" class="java.lang.String" itemvalue="fal-client" />
+            <item index="32" class="java.lang.String" itemvalue="google-cloud-bigquery" />
+            <item index="33" class="java.lang.String" itemvalue="locust" />
+            <item index="34" class="java.lang.String" itemvalue="webcolors" />
+            <item index="35" class="java.lang.String" itemvalue="gradio" />
+            <item index="36" class="java.lang.String" itemvalue="compel" />
+            <item index="37" class="java.lang.String" itemvalue="requests" />
+            <item index="38" class="java.lang.String" itemvalue="numpy" />
+            <item index="39" class="java.lang.String" itemvalue="opencv-python-headless" />
+            <item index="40" class="java.lang.String" itemvalue="seaborn" />
+            <item index="41" class="java.lang.String" itemvalue="gdown" />
+            <item index="42" class="java.lang.String" itemvalue="wandb" />
+            <item index="43" class="java.lang.String" itemvalue="spandrel" />
+            <item index="44" class="java.lang.String" itemvalue="aws-lambda-context" />
+            <item index="45" class="java.lang.String" itemvalue="ipywidgets" />
+            <item index="46" class="java.lang.String" itemvalue="pyarrow" />
+            <item index="47" class="java.lang.String" itemvalue="scipy" />
+            <item index="48" class="java.lang.String" itemvalue="db-dtypes" />
+            <item index="49" class="java.lang.String" itemvalue="replicate" />
+            <item index="50" class="java.lang.String" itemvalue="cairosvg" />
+            <item index="51" class="java.lang.String" itemvalue="pytest" />
+            <item index="52" class="java.lang.String" itemvalue="ipython" />
+            <item index="53" class="java.lang.String" itemvalue="torch" />
+            <item index="54" class="java.lang.String" itemvalue="huggingface" />
+            <item index="55" class="java.lang.String" itemvalue="wonderwords" />
+            <item index="56" class="java.lang.String" itemvalue="pandas" />
+            <item index="57" class="java.lang.String" itemvalue="jmespath" />
+            <item index="58" class="java.lang.String" itemvalue="tqdm" />
+            <item index="59" class="java.lang.String" itemvalue="jupyter_compare_view" />
+            <item index="60" class="java.lang.String" itemvalue="fastapi" />
+            <item index="61" class="java.lang.String" itemvalue="inflect" />
+            <item index="62" class="java.lang.String" itemvalue="pillow" />
+            <item index="63" class="java.lang.String" itemvalue="ansicolors" />
+            <item index="64" class="java.lang.String" itemvalue="einops" />
+            <item index="65" class="java.lang.String" itemvalue="google-auth" />
+          </list>
+        </value>
+      </option>
+    </inspection_tool>
+  </profile>
+</component>
\ No newline at end of file
diff --git a/.idea/inspectionProfiles/profiles_settings.xml b/.idea/inspectionProfiles/profiles_settings.xml
new file mode 100644
index 0000000..105ce2d
--- /dev/null
+++ b/.idea/inspectionProfiles/profiles_settings.xml
@@ -0,0 +1,6 @@
+<component name="InspectionProjectProfileManager">
+  <settings>
+    <option name="USE_PROJECT_PROFILE" value="false" />
+    <version value="1.0" />
+  </settings>
+</component>
\ No newline at end of file
diff --git a/.idea/misc.xml b/.idea/misc.xml
new file mode 100644
index 0000000..812ab5a
--- /dev/null
+++ b/.idea/misc.xml
@@ -0,0 +1,7 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="Black">
+    <option name="sdkName" value="Python 3.9" />
+  </component>
+  <component name="ProjectRootManager" version="2" project-jdk-name="Python 3.9" project-jdk-type="Python SDK" />
+</project>
\ No newline at end of file
diff --git a/.idea/modules.xml b/.idea/modules.xml
new file mode 100644
index 0000000..0249cb1
--- /dev/null
+++ b/.idea/modules.xml
@@ -0,0 +1,8 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="ProjectModuleManager">
+    <modules>
+      <module fileurl="file://$PROJECT_DIR$/.idea/awesome-contrastive-self-supervised-learning.iml" filepath="$PROJECT_DIR$/.idea/awesome-contrastive-self-supervised-learning.iml" />
+    </modules>
+  </component>
+</project>
\ No newline at end of file
diff --git a/.idea/vcs.xml b/.idea/vcs.xml
new file mode 100644
index 0000000..35eb1dd
--- /dev/null
+++ b/.idea/vcs.xml
@@ -0,0 +1,6 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="VcsDirectoryMappings">
+    <mapping directory="" vcs="Git" />
+  </component>
+</project>
\ No newline at end of file
diff --git a/README.md b/README.md
index 70f35cf..ae274ee 100644
--- a/README.md
+++ b/README.md
@@ -12,6 +12,7 @@
 
 
 #### 2024
+- [ ] [2024: Improving Object Detection via Local-global Contrastive Learning](https://arxiv.org/pdf/2410.05058)
 - [ ] [2024: Topic Modeling as Multi-Objective Contrastive Optimization](https://arxiv.org/abs/2402.07577)
 - [ ] [2024: Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning](https://arxiv.org/abs/2402.17510) [[Code]](https://github.com/MauritsBleeker/svl-framework)
 - [ ] [2024: VoCo: A Simple-yet-Effective Volume Contrastive Learning Framework for 3D Medical Image Analysis](https://arxiv.org/abs/2402.17300) [[Code]](https://github.com/Luffy03/VoCo)