Subrata GoswamiSome Core Principles of Large Language Model (LLM) TuningLarge Language Models ( LLM) such as Chat-GPT , Llama2, etc have taken the world by storm this year. What seems like a recent phenomenon…25 min read·Dec 31, 2023----
Subrata GoswamiNeural Network and AI BottlenecksThis is a relatively high-level and simplified view of where the limitations are in modern Deep Learning (DL) based AI stack. Compute can…19 min read·Jul 10, 2023--1--1
Subrata GoswamiDiffusion Models for Generative AIRecently diffusion based generative networks such as Stable Diffusion, DALL-E2, Imagen, etc have garnered lot of publicity. In this…29 min read·Feb 27, 2023--2--2
Subrata GoswamiTensorFlow — Graph, GraphDef, Grappler, XLA, MLIR, LLVM, etcTensorFlow is a large and evolving code base with mix of mostly C++ and Python code. It has grown immensely since its first public…26 min read·Jul 23, 2022--2--2
Subrata GoswamiDeep Learning Multiview Stereo (MVS)The goal of Multiview Stereo (MVS) is to generate a 3D point cloud or model from pictures taken from different locations. It is a problem…11 min read·Jan 18, 2022----
Subrata GoswamiABCD Analysis of Human EyeIn the following passages, try to capture my journey to understand some of the basic optical properties of eyes. Started with some well…18 min read·Nov 7, 2021----
Subrata GoswamiCVPR 2021 Select Paper ReviewsReviewed a few papers that were presented orally at CVPR 2021. Tried to capture their essence in the following.15 min read·Jul 28, 2021----
Subrata GoswamiReview of Papers on Unsupervised Learning Presented in NIPS 2020Looked at 3 papers (among many more) on unsupervised learning that were presented orally at NIPS 2020. Tried to capture their essence in…13 min read·Feb 17, 2021----
Subrata GoswamiReview of Two NIPS 2020 Papers on 3D Reconstructions from 2D Images.Took a look into couple of papers on 3D reconstructions from NIPS 2020. The papers were orally presented and hence can be considered…8 min read·Jan 6, 2021----
Subrata GoswamiComparison of Faster-RCNN and Detection Transformer (DETR)Faster-RCNN is a well known network, arguably the gold standard, in object detection and segmentation. Detection Transformer ( DETR) on…10 min read·Nov 2, 2020----