Bhaskar BoseTransformer-XL vs Infini-attention : What's New?Context length has been a key limitation for transformer based methods due to the O(n²) complexity these methods have. This means that as…May 21May 21
Bhaskar BoseMonocular Depth Estimation using ZoeDepth : Our ExperienceOften seen as a challenging problem, monocular depth estimation involves predicting the depth of each pixel given a single input image. It…May 1, 20231May 1, 20231
Bhaskar BoseVision Transformers explained through CodeTransformers are coming up everywhere, they’ve already taken over NLP and now they are coming for computer vision! You must’ve heard about…Sep 27, 20221Sep 27, 20221
Bhaskar BoseShape Signature Networks : A ReviewThe use of LiDAR in the field of autonomous driving has opened many new avenues for model building and 3D data exploration. It is able to…Aug 9, 2022Aug 9, 2022
Bhaskar BoseLets use Active Learning to train YoloV5 on Autonomous driving data.Acquiring labelled datasets is not an easy task. The datasets that you will get will most probably need to be labelled first.. and here…Feb 14, 20221Feb 14, 20221
Bhaskar BosePCA: A geometric explanation of Eigenvectors and Eigenvalues, PART — IHere you see an article about PCA thinking, “oh, so another article talking about dimensionality reduction” well you are right… and wrong!Dec 17, 2021Dec 17, 2021
Bhaskar BosePaper Review-Symbolic Knowledge Distillation: from General Language Models to Commonsense ModelsThis article will attempt to provide a review of the paper found here.Oct 30, 2021Oct 30, 2021
