Aditya ChinchurePaper Summary — A Generalization of Transformer Networks to GraphsThe Graph Transformer is a method that modifies the attention mechanism of the original transformer to better train on graphs.Jun 5, 2021Jun 5, 2021
Aditya ChinchurePaper Summary — BASNet: Boundary-Aware Salient Object DetectionBASNet is a method for salient object detection and segmentation based on the simple yet effective UNet architecture, with a focus on…Jun 1, 2021Jun 1, 2021
Aditya ChinchurePaper Summary — Referring Image Segmentation via Cross-Modal Progressive ComprehensionCMPC incorporates a fully-connected spatial graph and GCN to localize the object in the image, and then uses convLSTM to merge features…May 27, 2021May 27, 2021
Aditya ChinchurePaper Summary — ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for…ViLBERT (Lu et al. 2019) stands for Vision-and-Language BERT. ViLBERT is a multi-task model for multimodal tasks, based on the Transformer.May 26, 2021May 26, 2021
Aditya ChinchureRe-editing my pictures from Toronto taken in summer ‘19Being stuck at home has filled me with memories from the past. I spent time editing shots of Toronto to fuel my nostalgia and create…May 24, 2020May 24, 2020
Aditya ChinchureA production-grade Machine Learning API using Flask, Gunicorn, Nginx, and Docker — Part 4 (Unit…In this final part of the series, we will write unit tests for our Flask API. By this point, we have already explored how to write a…May 1, 20202May 1, 20202
Aditya ChinchureA production-grade Machine Learning API using Flask, Gunicorn, Nginx, and Docker — Part 3 (Flask…In Part 3, we will use Flask Blueprints to make our ML API modular and easily extendable.Apr 28, 20201Apr 28, 20201
Aditya ChinchureDesk Setup 2020 — peek into the gear I use daily as a studentWith working and studying from home becoming the new normal, I thought it would make sense to spend some time documenting my everyday desk…Apr 26, 2020Apr 26, 2020
Aditya ChinchureA production-grade Machine Learning API using Flask, Gunicorn, Nginx, and Docker — Part 2In this part, we are ready to expand upon our project and build this API in a Docker container, and expose it using Nginx and Gunicorn…Oct 25, 20193Oct 25, 20193
Aditya ChinchureA production-grade Machine Learning API using Flask, Gunicorn, Nginx, and Docker — Part 1Deploying an ML model into production can be easy and scalable. Flask, along with Gunicorn and Nginx, in a dockerized environment, is a…Oct 25, 20191Oct 25, 20191
