All Posts Page 2 - Sumit's Diary

All Posts

2023

Self-Supervised Contrastive Approaches for Video Representation Learning 03-27

Positive and Negative Sampling Strategies for Representation Learning in Semantic Search 03-22

Zero and Few Shot Text Retrieval and Ranking Using Large Language Models 03-16

Next Gen Recommender Systems: Real-time reranking on mobile devices 03-09

Two Tower Model Architecture: Current State and Promising Extensions 03-04

Specialized Deep Learning Architectures for Time Series Forecasting 01-21

2022

Statistical vs Machine Learning vs Deep Learning Modeling for Time Series Forecasting 12-20

Feature-Interactions Based Information Retrieval Models 11-06

Collaborative Filtering based Recommender Systems for Implicit Feedback Data 09-25

Comparing NoSQL Models: A Guide for Selecting the Best-fitting Database Model 06-20

SQL vs NoSQL vs NewSQL: An In-depth Literature Review 06-09

2020

Towards Empathetic Dialogue Systems 12-07

Effective LeetCode: Understanding the Sliding Window Pattern 10-26

How Twitter Reduced Search Indexing Latency to One Second 07-19

Building a spell-checker with FastText word embeddings 07-18

Skip List Data Structure - Explained! 07-14

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