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Saif Khan

PhD Candidate and Deep Learning Researcher

Research Work

My research work focuses on deep learning applications for language and vision tasks including human motion understanding and 3D reconstruction. I am also working on neural network optimization for deployment on edge devices such as smartphones.

Dataset Paper

Shape2.5D: A Dataset of Texture-less Surfaces for Depth and Normals Estimation (2024)

Preprint  RGB-D  Blender  Depth Estimation  Normal Estimation  Texture-less Surfaces  
Dataset Paper

Situational Instructions Database: Task Guidance in Dynamic Environments (2024)

Preprint  Situational Awareness  Task Guidance  NLP  
Article

Enhanced Bank Check Security: Introducing a Novel Dataset and Transformer-Based Approach for Detection and Verification (2024)

ICDAR Workshops  Bank Checks  Object Detection  Signature Verification  Security  Dataset  
Article

Continual Human Pose Estimation for Incremental Integration of Keypoints and Pose Variations (2024)

Preprint  Human Pose Estimation  Continual Learning  Regularization  Distillation  
Article

Classroom-Inspired Knowledge Distillation with Adaptive Peer Ranking (2024)

Preprint  Knowledge Distillation  Peer Ranking  Adaptive Teaching  Image Classification  
Article

Estimating Human Poses Across Datasets: A Unified Skeleton and Multi-Teacher Distillation Approach (2024)

Preprint  Human Pose Estimation  Multi-Teacher Distillation  Unified Skeleton  

Showing 6 of 14 research projects.

Featured Projects

In addition to ML research, I work as a hobbyist software developer with most work in Android app development. Some of my featured projects are listed below:

A

Authentica: Signature Verification System

Authentica is a signature verification system designed to help banks and financial institutions to verify signatures on bank checks.
E

Eduistein: Smart School App

Eduistein is an online learning management system for smart schools, in shape of a mobile app, developed for a client in India.
D

Doodle: A Simple Paint App

Doodle is a simple paint application for Android, written in Java and Kotlin programming languages.
R

RECatalyst: Better Project Management

A collaborative tool for software project management and requirements specification.
T

Tiled: Tilemaps on Android

Tiled is a powerful API that simplifies the process of creating tilemaps for Android applications and games.
See all projects

Dig Deeper

Head over to my GitHub profile to peek behind the scenes. Most of my projects are open-source.


Most Frequently Used Programming Languages on GitHub

C C++ HTML Hack Java JavaScript Kotlin Python

My Top-10 Repos

Want to contribute? Check out my top-10 repos on GitHub.