Research

I am broadly interested in machine learning, computer vision and multimodal models. My research interests are right at the intersection of visual recognition and language models. More specifically, I am interested in designing better evaluation techniques for visual language models/multimodal generative models, studying their robustness and improving their understanding on visual language tasks.

Check my Google Scholar for updated information!

Publications

publications = FileAttachment("pub.json").json()

// Function to format authors - handles both string and array
function formatAuthors(authors) {
  if (typeof authors === 'string') return authors;
  if (Array.isArray(authors)) return authors.join(", ");
  return "";
}

// Create the HTML for publications
html`<div class="pub-container">
  ${publications.publications.map(pub => {
    return `
      <div class="pub-card">
        <div class="pub-thumbnail">
          <img src="${pub.thumbnail}" alt="${pub.title} thumbnail">
        </div>
        <div class="pub-content">
          <div class="pub-header">
            <h2 class="pub-title">${pub.title}</h2>
            <span class="pub-year">${pub.year}</span>
          </div>
          <div class="pub-authors">
            ${formatAuthors(pub.authors)}
          </div>
          <div class="pub-venue">
            <strong>${pub.venue}</strong>, ${pub.date}
            ${pub.media ? `• As seen on: <a href="${pub.media.url}" style="color: #0366d6;">${pub.media.name}</a>` : ''}
          </div>
          <div class="pub-links">
            ${pub.links.map(link => 
              `<a href="${link.url}" class="pub-link">${link.label}</a>`
            ).join('')}
          </div>
        </div>
      </div>
    `
  }).join('')}
</div>`

Research Articles

• The Transformer Blueprint: A Holistic Guide to the Transformer Neural Network Architecture | Blog | Views: 31K | July 2023