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Chapter 03.03 · Collaborate

Student Research

I've supervised student work at RPTU since 2023. Here are the theses, guided research projects, semester projects, and seminars.

Current Topics

Topics still in progress.

Thesis: Multi-Person Human Mesh Recovery with Anny

Completed Topics

Work students have finished.

Theses

Thesis
Classroom-Inspired Learning for Deep Neural Networks
Shalini Sarode (Oct 2024)

Guided research

Guided Research
Enhancing Zero-Shot Classification with CLIP-Driven Optimal Natural Language Description Selection
Nosheen Nazir (Nov 2024)
Guided Research
Monocular 3D Human Pose Estimation Using Depth Augmentation
Jeremias Krauss (Oct 2024)

Semester projects and seminars

Winter Semester 2024/25

Project
Human Image Generation through Multimodal Diffusion Models
Muhammad Usama

Summer Semester 2024

Seminar
Advances in Gait Recognition
Shino Sam
Project
Gait Recognition using OpenGait
Aakarsh Goel
Seminar
Controllable Style Transfer for Pose-Guided Human Image Generation Using Diffusion
Muhammad Usama

Winter Semester 2023/24

Project
Unified 2D Human Pose Estimation
Dhavalkumar Limbachiya
Project
Active Learning for Optimal Data Labeling
Nikita Khutorni

Summer Semester 2023

Seminar
Deep Neural Networks for Vision Tasks on Mobile Devices
Aditya Ranjan Dash
Seminar
Automating Design of Efficient Models with Neural Architecture Search
Sebastian Igel
Project
Optimizing Human Pose Estimation through Knowledge Distillation
Sebastian Igel, Shalini Sarode