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Detection Transformer (DETR): An introduction
How to use transformer for object detection from images?
12 hrs ago
•
Mayank Pratap Singh
and
Sreedath Panat
Why Deployment and Monitoring Are Central to Production-Grade ML Systems
This article examines the necessity of deployment, the importance of monitoring, the key components that require monitoring, and how engineers select…
Jan 14
•
Prathamesh Dinesh Joshi
and
Vizuara AI Labs
4
2
An beginners introduction to Swin transformer
Why did Microsoft introduce the idea of "shifted window" attention?
Jan 13
•
Sreedath Panat
and
Mayank Pratap Singh
1
How does ACT (Action Chunking with Transformers) actually work?
Understanding the ACT architecture from scratch
Jan 10
•
Dr Rajat Dandekar
3
What exactly is Denoising Score Matching?
What is Denoising Score Matching? Why is it central to Diffusion Models?
Jan 7
•
Dr Rajat Dandekar
1
How I Shipped an End-to-End ML Anomaly Detection System on the NYC Taxi Dataset (With CI/CD)
In this article , My aim is to explain how you can implement entire production ready project in Machine learning.
Jan 5
•
Prathamesh Dinesh Joshi
and
Vizuara AI Labs
8
1
The Transformer Architecture - Application to Robotics
We have a detailed look at the transformer encoder and decoder architecture. Then we will look at Vision Transformers and their importance in the field…
Jan 3
•
Dr Rajat Dandekar
3
2
Energy Based Models - Score Matching
Modeling probability distributions using energy functions.
Jan 1
•
Dr Rajat Dandekar
1
December 2025
What exactly is a Data efficient image Transformer (DeiT)?
And how does it use teacher-student model?
Dec 31, 2025
•
Sreedath Panat
7
1
What exactly is a VLM (Vision-Language Model)?
How does it work and how can you build one from scratch?
Dec 30, 2025
•
Sreedath Panat
9
1
1
What exactly are Diffusion Models?
How do diffusion models work?
Dec 23, 2025
•
Dr Rajat Dandekar
8
2
Modern Robot Learning Lecture 1 - Robot Imitation Learning
What is Imitation Learning and where is it used in modern robot learning?
Dec 20, 2025
•
Dr Rajat Dandekar
4
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