Update lectures_2025.yml

Author: pliang279

_data/lectures_2025.yml

@@ -1,6 +1,6 @@
 - date: 2/4
   title: >
-    Week 1 <strong>Introduction</strong> <a href="lec1 - introduction.pdf">[slides]</a>
+    Week 1 <strong>Introduction</strong> <a href="lec1 - introduction.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Course syllabus and requirements <br/>
@@ -12,7 +12,7 @@
 
 - date: 2/6
   title: >
-    Week 1 <strong>Introduction to AI Research</strong> <a href="lec1.2 - AI research.pdf">[slides]</a>
+    Week 1 <strong>Introduction to AI Research</strong> <a href="lec1.2 - AI research.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Introduction to AI and AI research <br/>
@@ -21,7 +21,7 @@
 
 - date: 2/11
   title: >
-    Week 2 <strong>Foundation 1: Data, structure, information</strong> <a href="lec2 - data.pdf">[slides]</a>
+    Week 2 <strong>Foundation 1: Data, structure, information</strong> <a href="lec2 - data.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Common data modalities <br/>
@@ -35,7 +35,7 @@
 
 - date: 2/14
   title: >
-    Week 2 <strong>Foundation 2: Practical AI tools</strong> <a href="Debugging Tips.pdf">[slides]</a>
+    Week 2 <strong>Foundation 2: Practical AI tools</strong> <a href="Debugging Tips.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Getting started with PyTorch <br/>
@@ -62,7 +62,7 @@
 
 - date: 2/25
   title: >
-    Week 4 <strong>Foundation 3: Model architectures</strong> <a href="lec3 - models.pdf">[slides]</a>
+    Week 4 <strong>Foundation 3: Model architectures</strong> <a href="lec3 - models.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Structure and invariances <br/>
@@ -91,7 +91,7 @@
 
 - date: 3/4
   title: >
-    Week 5 <strong>Multimodal 1: Connections and alignment</strong> <a href="lec4 - multimodal.pdf">[slides]</a>
+    Week 5 <strong>Multimodal 1: Connections and alignment</strong> <a href="lec4 - multimodal.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Heterogeneity, connections, and interactions <br/>
@@ -120,7 +120,7 @@
 
 - date: 3/11
   title: >
-    Week 6 <strong>Multimodal 2: Interactions and fusion</strong> <a href="lec5 - fusion.pdf">[slides]</a>
+    Week 6 <strong>Multimodal 2: Interactions and fusion</strong> <a href="lec5 - fusion.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Cross-modal interactions <br/>
@@ -147,7 +147,7 @@
 
 - date: 3/18
   title: >
-    Week 7 <strong>Multimodal 3: Cross-modal transfer</strong> <a href="lec6 - crossmodal.pdf">[slides]</a>
+    Week 7 <strong>Multimodal 3: Cross-modal transfer</strong> <a href="lec6 - crossmodal.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Cross-modal learning via fusion <br/>
@@ -181,7 +181,7 @@
 
 - date: 4/1
   title: >
-    Week 9 <strong>Large models 1: Large foundation models</strong> <a href="lec7 - large models.pdf">[slides]</a>
+    Week 9 <strong>Large models 1: Large foundation models</strong> <a href="lec7 - large models.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Pre-training data <br/>
@@ -211,7 +211,7 @@
 
 - date: 4/15
   title: >
-    Week 11 <strong>Large models 2: Large multimodal models</strong> <a href="lec8 - large multimodal models.pdf">[slides]</a>
+    Week 11 <strong>Large models 2: Large multimodal models</strong> <a href="lec8 - large multimodal models.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Multimodal pre-training <br/>
@@ -241,7 +241,7 @@
 
 - date: 4/22
   title: >
-    Week 12 <strong>Large models 3: Modern generative models</strong> <a href="lec9 - generative AI.pdf">[slides]</a>
+    Week 12 <strong>Large models 3: Modern generative models</strong> <a href="lec9 - generative AI.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Diffusion models <br/>
@@ -297,7 +297,7 @@
 
 - date: 5/6
   title: >
-    Week 14 <strong>Interaction 1: Interactive agents and reasoning</strong> <a href="lec10 - interaction.pdf">[slides]</a>
+    Week 14 <strong>Interaction 1: Interactive agents and reasoning</strong> <a href="lec10 - interaction.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Reinforcement learning <br/>
@@ -317,7 +317,7 @@
 
 - date: 5/13
   title: >
-    Week 15 <strong>Interaction 2: Human AI interaction</strong> <a href="lec11 - human.pdf">[slides]</a>
+    Week 15 <strong>Interaction 2: Human AI interaction</strong> <a href="lec11 - human.pdf">[slides]</a> <a href=" ">[video]</a>
   slides:
   topics:
     - Interaction mediums <br/>