Spaces:
Running
Running
Add 2 files
Browse files- README.md +7 -5
- index.html +732 -19
README.md
CHANGED
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---
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title:
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emoji:
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colorFrom:
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colorTo:
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sdk: static
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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---
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title: deepsite-t1
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emoji: 🐳
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colorFrom: pink
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colorTo: blue
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sdk: static
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pinned: false
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tags:
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- deepsite
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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index.html
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<!
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<html>
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1 |
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<meta charset="UTF-8">
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<meta name="viewport" content="width=device-width, initial-scale=1.0">
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<title>Dr. Alex Chen | AI Researcher</title>
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<script src="https://cdn.tailwindcss.com"></script>
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<link rel="stylesheet" href="https://cdnjs.cloudflare.com/ajax/libs/font-awesome/6.4.0/css/all.min.css">
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<style>
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@import url('https://fonts.googleapis.com/css2?family=Inter:wght@300;400;500;600;700&display=swap');
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body {
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font-family: 'Inter', sans-serif;
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scroll-behavior: smooth;
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background-color: #f8fafc;
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}
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+
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.gradient-text {
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background: linear-gradient(90deg, #3b82f6, #8b5cf6);
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-webkit-background-clip: text;
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background-clip: text;
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color: transparent;
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}
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.hero-bg {
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background: radial-gradient(circle at 10% 20%, rgba(59, 130, 246, 0.1) 0%, rgba(255, 255, 255, 0) 30%),
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radial-gradient(circle at 90% 20%, rgba(139, 92, 246, 0.1) 0%, rgba(255, 255, 255, 0) 30%);
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}
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.card-hover {
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31 |
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transition: all 0.3s ease;
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}
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33 |
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.card-hover:hover {
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transform: translateY(-5px);
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box-shadow: 0 20px 25px -5px rgba(0, 0, 0, 0.1), 0 10px 10px -5px rgba(0, 0, 0, 0.04);
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}
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.timeline-item:not(:last-child)::after {
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content: '';
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position: absolute;
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left: 24px;
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top: 32px;
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height: calc(100% - 32px);
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width: 2px;
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background-color: #e2e8f0;
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}
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48 |
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49 |
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.animate-float {
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50 |
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animation: float 6s ease-in-out infinite;
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}
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@keyframes float {
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0% { transform: translateY(0px); }
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50% { transform: translateY(-20px); }
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100% { transform: translateY(0px); }
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}
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.animate-pulse-slow {
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60 |
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animation: pulse 4s cubic-bezier(0.4, 0, 0.6, 1) infinite;
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}
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62 |
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63 |
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@keyframes pulse {
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0%, 100% { opacity: 1; }
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50% { opacity: 0.5; }
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}
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67 |
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68 |
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.tech-icon {
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69 |
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transition: all 0.3s ease;
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70 |
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}
|
71 |
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72 |
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.tech-icon:hover {
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transform: scale(1.2);
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74 |
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}
|
75 |
+
|
76 |
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.project-card {
|
77 |
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perspective: 1000px;
|
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}
|
79 |
+
|
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.project-inner {
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transition: transform 0.6s;
|
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transform-style: preserve-3d;
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}
|
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+
|
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.project-card:hover .project-inner {
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transform: rotateY(180deg);
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}
|
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+
|
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.project-front, .project-back {
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90 |
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backface-visibility: hidden;
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91 |
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position: absolute;
|
92 |
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width: 100%;
|
93 |
+
height: 100%;
|
94 |
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}
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95 |
+
|
96 |
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.project-back {
|
97 |
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transform: rotateY(180deg);
|
98 |
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}
|
99 |
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</style>
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</head>
|
101 |
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<body class="text-gray-800">
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102 |
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<!-- Navigation -->
|
103 |
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<nav class="fixed w-full bg-white bg-opacity-90 backdrop-filter backdrop-blur-lg z-50 shadow-sm">
|
104 |
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<div class="max-w-7xl mx-auto px-4 sm:px-6 lg:px-8">
|
105 |
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<div class="flex justify-between h-16 items-center">
|
106 |
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<div class="flex-shrink-0 flex items-center">
|
107 |
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<span class="text-xl font-bold gradient-text">Dr. Alex Chen</span>
|
108 |
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</div>
|
109 |
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<div class="hidden md:block">
|
110 |
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<div class="ml-10 flex items-baseline space-x-8">
|
111 |
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<a href="#home" class="text-gray-900 hover:text-blue-600 px-3 py-2 rounded-md text-sm font-medium transition-colors">Home</a>
|
112 |
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<a href="#about" class="text-gray-900 hover:text-blue-600 px-3 py-2 rounded-md text-sm font-medium transition-colors">About</a>
|
113 |
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<a href="#research" class="text-gray-900 hover:text-blue-600 px-3 py-2 rounded-md text-sm font-medium transition-colors">Research</a>
|
114 |
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<a href="#publications" class="text-gray-900 hover:text-blue-600 px-3 py-2 rounded-md text-sm font-medium transition-colors">Publications</a>
|
115 |
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<a href="#contact" class="text-gray-900 hover:text-blue-600 px-3 py-2 rounded-md text-sm font-medium transition-colors">Contact</a>
|
116 |
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</div>
|
117 |
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</div>
|
118 |
+
<div class="md:hidden">
|
119 |
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<button id="mobile-menu-button" class="inline-flex items-center justify-center p-2 rounded-md text-gray-700 hover:text-blue-600 focus:outline-none">
|
120 |
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<svg class="h-6 w-6" xmlns="http://www.w3.org/2000/svg" fill="none" viewBox="0 0 24 24" stroke="currentColor">
|
121 |
+
<path stroke-linecap="round" stroke-linejoin="round" stroke-width="2" d="M4 6h16M4 12h16M4 18h16" />
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122 |
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</svg>
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123 |
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</button>
|
124 |
+
</div>
|
125 |
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</div>
|
126 |
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</div>
|
127 |
+
|
128 |
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<!-- Mobile menu -->
|
129 |
+
<div id="mobile-menu" class="hidden md:hidden bg-white shadow-lg">
|
130 |
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<div class="px-2 pt-2 pb-3 space-y-1 sm:px-3">
|
131 |
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<a href="#home" class="block px-3 py-2 rounded-md text-base font-medium text-gray-900 hover:text-blue-600">Home</a>
|
132 |
+
<a href="#about" class="block px-3 py-2 rounded-md text-base font-medium text-gray-900 hover:text-blue-600">About</a>
|
133 |
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<a href="#research" class="block px-3 py-2 rounded-md text-base font-medium text-gray-900 hover:text-blue-600">Research</a>
|
134 |
+
<a href="#publications" class="block px-3 py-2 rounded-md text-base font-medium text-gray-900 hover:text-blue-600">Publications</a>
|
135 |
+
<a href="#contact" class="block px-3 py-2 rounded-md text-base font-medium text-gray-900 hover:text-blue-600">Contact</a>
|
136 |
+
</div>
|
137 |
+
</div>
|
138 |
+
</nav>
|
139 |
+
|
140 |
+
<!-- Hero Section -->
|
141 |
+
<section id="home" class="hero-bg pt-32 pb-20 px-4 sm:px-6 lg:px-8">
|
142 |
+
<div class="max-w-7xl mx-auto">
|
143 |
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<div class="lg:flex lg:items-center lg:justify-between">
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<div class="lg:w-1/2">
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<h1 class="text-4xl sm:text-5xl lg:text-6xl font-bold leading-tight mb-6">
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<span class="gradient-text">Dr. Alex Chen</span><br>
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<span class="text-gray-800">AI Researcher & Machine Learning Expert</span>
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</h1>
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<p class="text-lg text-gray-600 mb-8 max-w-lg">
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Pioneering research at the intersection of deep learning, computer vision, and natural language processing.
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Committed to advancing AI for social good.
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</p>
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<div class="flex flex-wrap gap-4">
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<a href="#research" class="px-6 py-3 bg-gradient-to-r from-blue-500 to-purple-600 text-white font-medium rounded-lg hover:shadow-lg transition-all duration-300">
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Explore Research
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</a>
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<a href="#contact" class="px-6 py-3 border border-gray-300 text-gray-700 font-medium rounded-lg hover:bg-gray-50 transition-all duration-300">
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Contact Me
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</a>
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</div>
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</div>
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<div class="lg:w-1/2 mt-12 lg:mt-0 flex justify-center">
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<div class="relative w-64 h-64 sm:w-80 sm:h-80">
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<img src="https://images.unsplash.com/photo-1573497019940-1c28c88b4f3e?ixlib=rb-4.0.3&ixid=M3wxMjA3fDB8MHxwaG90by1wYWdlfHx8fGVufDB8fHx8fA%3D%3D&auto=format&fit=crop&w=774&q=80"
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alt="Dr. Alex Chen"
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class="relative w-full h-full rounded-full object-cover border-4 border-white shadow-xl animate-float">
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</div>
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</div>
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</section>
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<!-- About Section -->
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<section id="about" class="py-20 px-4 sm:px-6 lg:px-8 bg-white">
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<div class="max-w-7xl mx-auto">
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<h2 class="text-3xl font-bold text-center mb-12 gradient-text">About Me</h2>
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<div class="lg:flex lg:items-center lg:space-x-12">
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<div class="lg:w-1/2 mb-12 lg:mb-0">
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<h3 class="text-2xl font-semibold text-gray-800 mb-6">Biography</h3>
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<p class="text-gray-600 mb-6">
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I am an AI researcher with a passion for developing innovative machine learning solutions to complex real-world problems.
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My research focuses on advancing the frontiers of artificial intelligence through interdisciplinary approaches.
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</p>
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<p class="text-gray-600 mb-6">
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Currently, I lead the AI Research Lab at Stanford University, where my team explores novel architectures for
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multimodal learning, interpretable AI, and robust machine learning systems.
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</p>
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<p class="text-gray-600">
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My work has been recognized with several awards including the NSF CAREER Award and the AAAI Outstanding Paper Award.
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I'm committed to mentoring the next generation of AI researchers and promoting ethical AI development.
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</p>
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|
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<div class="mt-8">
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<h4 class="text-lg font-semibold text-gray-800 mb-4">Research Interests</h4>
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<div class="flex flex-wrap gap-3">
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<span class="px-3 py-1 bg-blue-50 text-blue-600 rounded-full text-sm">Deep Learning</span>
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<span class="px-3 py-1 bg-purple-50 text-purple-600 rounded-full text-sm">Computer Vision</span>
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<span class="px-3 py-1 bg-green-50 text-green-600 rounded-full text-sm">NLP</span>
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<span class="px-3 py-1 bg-yellow-50 text-yellow-600 rounded-full text-sm">Multimodal Learning</span>
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<span class="px-3 py-1 bg-red-50 text-red-600 rounded-full text-sm">Interpretable AI</span>
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<span class="px-3 py-1 bg-indigo-50 text-indigo-600 rounded-full text-sm">Robust ML</span>
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</div>
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</div>
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</div>
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<div class="lg:w-1/2">
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<h3 class="text-2xl font-semibold text-gray-800 mb-6">Education & Experience</h3>
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<!-- Timeline items -->
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<div class="absolute left-0 top-0 w-8 h-8 rounded-full bg-blue-500 flex items-center justify-center text-white">
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<i class="fas fa-graduation-cap"></i>
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</div>
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<h4 class="text-lg font-semibold text-gray-800">PhD in Computer Science</h4>
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<p class="text-gray-600">Stanford University | 2015-2019</p>
|
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<p class="text-gray-500 mt-1">Thesis: "Advancing Multimodal Learning Through Neural Architecture Search"</p>
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</div>
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<div class="timeline-item relative pl-12">
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<i class="fas fa-briefcase"></i>
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</div>
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<h4 class="text-lg font-semibold text-gray-800">AI Research Scientist</h4>
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<p class="text-gray-600">Google Brain | 2019-2021</p>
|
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<p class="text-gray-500 mt-1">Led research on self-supervised learning for computer vision applications</p>
|
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</div>
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|
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<div class="timeline-item relative pl-12">
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<div class="absolute left-0 top-0 w-8 h-8 rounded-full bg-green-500 flex items-center justify-center text-white">
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<i class="fas fa-university"></i>
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</div>
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<h4 class="text-lg font-semibold text-gray-800">Assistant Professor</h4>
|
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+
<p class="text-gray-600">Stanford University | 2021-Present</p>
|
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<p class="text-gray-500 mt-1">Director of the AI Research Lab, focusing on interpretable and robust AI systems</p>
|
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+
</div>
|
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+
</div>
|
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</div>
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</div>
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<!-- Skills -->
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<div class="mt-20">
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<h3 class="text-2xl font-semibold text-center text-gray-800 mb-8">Technical Expertise</h3>
|
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<div class="grid grid-cols-2 sm:grid-cols-3 md:grid-cols-4 lg:grid-cols-6 gap-6">
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<div class="flex flex-col items-center p-4 bg-white rounded-xl shadow-sm hover:shadow-md transition-shadow duration-300">
|
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<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/python/python-original.svg" class="w-12 h-12 tech-icon" alt="Python">
|
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<span class="mt-2 text-sm font-medium text-gray-700">Python</span>
|
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+
</div>
|
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+
<div class="flex flex-col items-center p-4 bg-white rounded-xl shadow-sm hover:shadow-md transition-shadow duration-300">
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<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/pytorch/pytorch-original.svg" class="w-12 h-12 tech-icon" alt="PyTorch">
|
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<span class="mt-2 text-sm font-medium text-gray-700">PyTorch</span>
|
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+
</div>
|
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+
<div class="flex flex-col items-center p-4 bg-white rounded-xl shadow-sm hover:shadow-md transition-shadow duration-300">
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<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/tensorflow/tensorflow-original.svg" class="w-12 h-12 tech-icon" alt="TensorFlow">
|
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<span class="mt-2 text-sm font-medium text-gray-700">TensorFlow</span>
|
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+
</div>
|
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<div class="flex flex-col items-center p-4 bg-white rounded-xl shadow-sm hover:shadow-md transition-shadow duration-300">
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<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/numpy/numpy-original.svg" class="w-12 h-12 tech-icon" alt="NumPy">
|
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<span class="mt-2 text-sm font-medium text-gray-700">NumPy</span>
|
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+
</div>
|
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+
<div class="flex flex-col items-center p-4 bg-white rounded-xl shadow-sm hover:shadow-md transition-shadow duration-300">
|
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<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/pandas/pandas-original.svg" class="w-12 h-12 tech-icon" alt="Pandas">
|
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<span class="mt-2 text-sm font-medium text-gray-700">Pandas</span>
|
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+
</div>
|
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+
<div class="flex flex-col items-center p-4 bg-white rounded-xl shadow-sm hover:shadow-md transition-shadow duration-300">
|
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<img src="https://cdn.jsdelivr.net/gh/devicons/devicon/icons/docker/docker-original.svg" class="w-12 h-12 tech-icon" alt="Docker">
|
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<span class="mt-2 text-sm font-medium text-gray-700">Docker</span>
|
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+
</div>
|
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</div>
|
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</div>
|
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</div>
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</section>
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<!-- Research Section -->
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<section id="research" class="py-20 px-4 sm:px-6 lg:px-8 bg-gray-50">
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<div class="max-w-7xl mx-auto">
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<h2 class="text-3xl font-bold text-center mb-12 gradient-text">Research Areas</h2>
|
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+
|
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<div class="grid md:grid-cols-2 lg:grid-cols-3 gap-8">
|
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+
<!-- Research Card 1 -->
|
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<div class="bg-white rounded-xl overflow-hidden shadow-md card-hover">
|
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+
<div class="h-48 bg-gradient-to-r from-blue-400 to-blue-600 flex items-center justify-center">
|
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+
<i class="fas fa-brain text-white text-6xl"></i>
|
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+
</div>
|
287 |
+
<div class="p-6">
|
288 |
+
<h3 class="text-xl font-semibold text-gray-800 mb-3">Multimodal Learning</h3>
|
289 |
+
<p class="text-gray-600 mb-4">
|
290 |
+
Developing novel architectures that effectively combine vision, language, and other modalities
|
291 |
+
for more comprehensive AI understanding.
|
292 |
+
</p>
|
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+
<a href="#" class="text-blue-600 font-medium inline-flex items-center">
|
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Learn more <i class="fas fa-arrow-right ml-2"></i>
|
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+
</a>
|
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+
</div>
|
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+
</div>
|
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+
|
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<!-- Research Card 2 -->
|
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<div class="bg-white rounded-xl overflow-hidden shadow-md card-hover">
|
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<div class="h-48 bg-gradient-to-r from-purple-400 to-purple-600 flex items-center justify-center">
|
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<i class="fas fa-eye text-white text-6xl"></i>
|
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+
</div>
|
304 |
+
<div class="p-6">
|
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+
<h3 class="text-xl font-semibold text-gray-800 mb-3">Interpretable AI</h3>
|
306 |
+
<p class="text-gray-600 mb-4">
|
307 |
+
Creating methods to make complex neural networks more transparent and explainable
|
308 |
+
without sacrificing performance.
|
309 |
+
</p>
|
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+
<a href="#" class="text-purple-600 font-medium inline-flex items-center">
|
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Learn more <i class="fas fa-arrow-right ml-2"></i>
|
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+
</a>
|
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+
</div>
|
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+
</div>
|
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+
|
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+
<!-- Research Card 3 -->
|
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+
<div class="bg-white rounded-xl overflow-hidden shadow-md card-hover">
|
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+
<div class="h-48 bg-gradient-to-r from-green-400 to-green-600 flex items-center justify-center">
|
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+
<i class="fas fa-shield-alt text-white text-6xl"></i>
|
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+
</div>
|
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+
<div class="p-6">
|
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+
<h3 class="text-xl font-semibold text-gray-800 mb-3">Robust ML</h3>
|
323 |
+
<p class="text-gray-600 mb-4">
|
324 |
+
Building machine learning systems that maintain performance under distribution shifts,
|
325 |
+
adversarial attacks, and real-world noise.
|
326 |
+
</p>
|
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+
<a href="#" class="text-green-600 font-medium inline-flex items-center">
|
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Learn more <i class="fas fa-arrow-right ml-2"></i>
|
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+
</a>
|
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+
</div>
|
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+
</div>
|
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+
|
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+
<!-- Research Card 4 -->
|
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<div class="bg-white rounded-xl overflow-hidden shadow-md card-hover">
|
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+
<div class="h-48 bg-gradient-to-r from-yellow-400 to-yellow-600 flex items-center justify-center">
|
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+
<i class="fas fa-language text-white text-6xl"></i>
|
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+
</div>
|
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+
<div class="p-6">
|
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+
<h3 class="text-xl font-semibold text-gray-800 mb-3">Language Understanding</h3>
|
340 |
+
<p class="text-gray-600 mb-4">
|
341 |
+
Advancing neural language models with better contextual understanding,
|
342 |
+
reasoning capabilities, and multilingual performance.
|
343 |
+
</p>
|
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+
<a href="#" class="text-yellow-600 font-medium inline-flex items-center">
|
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Learn more <i class="fas fa-arrow-right ml-2"></i>
|
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+
</a>
|
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+
</div>
|
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+
</div>
|
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+
|
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+
<!-- Research Card 5 -->
|
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+
<div class="bg-white rounded-xl overflow-hidden shadow-md card-hover">
|
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+
<div class="h-48 bg-gradient-to-r from-red-400 to-red-600 flex items-center justify-center">
|
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+
<i class="fas fa-robot text-white text-6xl"></i>
|
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+
</div>
|
355 |
+
<div class="p-6">
|
356 |
+
<h3 class="text-xl font-semibold text-gray-800 mb-3">Embodied AI</h3>
|
357 |
+
<p class="text-gray-600 mb-4">
|
358 |
+
Developing AI systems that learn through interaction with physical environments,
|
359 |
+
bridging the gap between virtual and real-world learning.
|
360 |
+
</p>
|
361 |
+
<a href="#" class="text-red-600 font-medium inline-flex items-center">
|
362 |
+
Learn more <i class="fas fa-arrow-right ml-2"></i>
|
363 |
+
</a>
|
364 |
+
</div>
|
365 |
+
</div>
|
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+
|
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+
<!-- Research Card 6 -->
|
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+
<div class="bg-white rounded-xl overflow-hidden shadow-md card-hover">
|
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+
<div class="h-48 bg-gradient-to-r from-indigo-400 to-indigo-600 flex items-center justify-center">
|
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+
<i class="fas fa-heartbeat text-white text-6xl"></i>
|
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+
</div>
|
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+
<div class="p-6">
|
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+
<h3 class="text-xl font-semibold text-gray-800 mb-3">AI for Social Good</h3>
|
374 |
+
<p class="text-gray-600 mb-4">
|
375 |
+
Applying cutting-edge AI techniques to address global challenges in healthcare,
|
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+
education, environmental sustainability, and more.
|
377 |
+
</p>
|
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+
<a href="#" class="text-indigo-600 font-medium inline-flex items-center">
|
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Learn more <i class="fas fa-arrow-right ml-2"></i>
|
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+
</a>
|
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+
</div>
|
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+
</div>
|
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+
</div>
|
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+
</div>
|
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+
</section>
|
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+
|
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+
<!-- Publications Section -->
|
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<section id="publications" class="py-20 px-4 sm:px-6 lg:px-8 bg-white">
|
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+
<div class="max-w-7xl mx-auto">
|
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+
<h2 class="text-3xl font-bold text-center mb-12 gradient-text">Selected Publications</h2>
|
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+
|
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+
<div class="grid md:grid-cols-2 gap-8">
|
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+
<!-- Publication 1 -->
|
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+
<div class="project-card relative h-64">
|
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+
<div class="project-inner relative w-full h-full">
|
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+
<div class="project-front absolute w-full h-full bg-gradient-to-br from-blue-50 to-purple-50 rounded-xl p-6 shadow-md flex flex-col justify-between">
|
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+
<div>
|
398 |
+
<h3 class="text-xl font-semibold text-gray-800 mb-2">Cross-Modal Attention for Vision-Language Integration</h3>
|
399 |
+
<p class="text-gray-600 text-sm">NeurIPS 2022</p>
|
400 |
+
</div>
|
401 |
+
<div class="flex justify-between items-center">
|
402 |
+
<span class="px-3 py-1 bg-blue-100 text-blue-800 rounded-full text-xs font-medium">Computer Vision</span>
|
403 |
+
<span class="text-gray-500 text-sm">Citations: 142</span>
|
404 |
+
</div>
|
405 |
+
</div>
|
406 |
+
<div class="project-back absolute w-full h-full bg-gradient-to-br from-blue-100 to-purple-100 rounded-xl p-6 shadow-md">
|
407 |
+
<h3 class="text-xl font-semibold text-gray-800 mb-3">Cross-Modal Attention for Vision-Language Integration</h3>
|
408 |
+
<p class="text-gray-600 text-sm mb-4">
|
409 |
+
We propose a novel attention mechanism that dynamically learns to attend to relevant
|
410 |
+
information across vision and language modalities, achieving state-of-the-art results
|
411 |
+
on multiple benchmarks.
|
412 |
+
</p>
|
413 |
+
<a href="#" class="text-blue-600 font-medium inline-flex items-center text-sm">
|
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+
Read Paper <i class="fas fa-external-link-alt ml-2"></i>
|
415 |
+
</a>
|
416 |
+
</div>
|
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+
</div>
|
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+
</div>
|
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+
|
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+
<!-- Publication 2 -->
|
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+
<div class="project-card relative h-64">
|
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+
<div class="project-inner relative w-full h-full">
|
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+
<div class="project-front absolute w-full h-full bg-gradient-to-br from-green-50 to-blue-50 rounded-xl p-6 shadow-md flex flex-col justify-between">
|
424 |
+
<div>
|
425 |
+
<h3 class="text-xl font-semibold text-gray-800 mb-2">Interpretable Neural Architecture Search</h3>
|
426 |
+
<p class="text-gray-600 text-sm">ICML 2021</p>
|
427 |
+
</div>
|
428 |
+
<div class="flex justify-between items-center">
|
429 |
+
<span class="px-3 py-1 bg-green-100 text-green-800 rounded-full text-xs font-medium">NAS</span>
|
430 |
+
<span class="text-gray-500 text-sm">Citations: 89</span>
|
431 |
+
</div>
|
432 |
+
</div>
|
433 |
+
<div class="project-back absolute w-full h-full bg-gradient-to-br from-green-100 to-blue-100 rounded-xl p-6 shadow-md">
|
434 |
+
<h3 class="text-xl font-semibold text-gray-800 mb-3">Interpretable Neural Architecture Search</h3>
|
435 |
+
<p class="text-gray-600 text-sm mb-4">
|
436 |
+
This work introduces a novel NAS framework that not only discovers high-performing architectures
|
437 |
+
but also provides interpretable insights into why certain architectural choices perform better.
|
438 |
+
</p>
|
439 |
+
<a href="#" class="text-green-600 font-medium inline-flex items-center text-sm">
|
440 |
+
Read Paper <i class="fas fa-external-link-alt ml-2"></i>
|
441 |
+
</a>
|
442 |
+
</div>
|
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+
</div>
|
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<h3 class="text-xl font-semibold text-gray-800 mb-2">Robust Self-Supervised Learning</h3>
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We present a new framework for self-supervised learning that is robust to distribution shifts
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and adversarial perturbations, significantly outperforming previous approaches in challenging
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real-world scenarios.
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This paper introduces a new class of dynamic neural networks that adapt their computation
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