Visually Perspective Similarity Metric for Text-to-Image Models
Formulated a robust similarity metric based on L2 norm, cosine similarity, and inception score to quantify the similarity and variance between the images generated by Stable Diffusion and Dall-E2 text-to-image models when there are perturbations in the text prompts
Dec 1, 2022
Multilingual emoji prediction
Fine-tuned various state-of-the-art discriminative and autoregressive language models such as multiBERT, XLM-Roberta, mDeBERTa, GPT-2, DistilGPT-2, and GPT-Neo to accurately predict emojis for English and Spanish tweets
Jun 1, 2022
Visual Odometry
Designed an algorithm to track the path of the camera using information from the frames of a video
May 1, 2022