PinnedShunya VichaarIntroduction to Learning to RankRanking models are widely used in search and personalization systems. If you’ve ever wondered how those search results or product…Apr 12, 20231Apr 12, 20231
Shunya VichaarLoRA: A Simple Way to Tune Large Language ModelsStable Diffusion has revolutionized how we create images, allowing for stunning art generation from text descriptions. However, fine-tuning…Sep 10Sep 10
Shunya VichaarIntroduction to IP-AdapterDiffusion models have changed the world of image generation by reconstructing images from noise. They function by guiding a denoising…Sep 8Sep 8
Shunya VichaarIn-Depth Explanation of the DREAM MAT PaperThe DREAM MAT paper, titled “DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models,” presents a…Jun 27Jun 27
Shunya VichaarTransform-a-Pic: Stable Diffusion and ControlNet based model to transform Asset ImagesEver wondered how your favorite jacket would look if it had a different style or pattern? Well, hold on to your hats (or jackets, in this…Jun 10Jun 10
Shunya VichaarThe Stable Diffusion Model: An Introductory GuideStable Diffusion falls under a category of deep learning models called diffusion models. These models are designed to generate new data…May 16May 16
Shunya VichaarDiving into Diversity Metrics: Elevate Your Recommender Systems in a Snap!Introduction These days recommendation systems play a pivotal role in guiding users through a plethora of content to find what best suits…Apr 23Apr 23
Shunya VichaarExploring TensorFlow Ranking for Personalized Recommendation SystemsIn the category of recommendation systems, Learning to Rank (LTR) plays a pivotal role in providing users with personalized content…Dec 5, 20231Dec 5, 20231
Shunya VichaarDecoding transformers with efficient translationThis article explains the Transformer architecture and the Swin Transformer using a simple real-life analogy. The original paper only…Aug 4, 20231Aug 4, 20231
Shunya VichaarUnderstanding the Relaxation CodeIn our fast-paced world, where everyone is constantly busy and focused on being productive, there is something truly wonderful that often…May 21, 2023May 21, 2023
