Posts by Collection

3D Gaussian Splatting Representation Compression

Application of Learned Image/Video Compression Methods on 3D Gaussian Splatting

MatchSDF: Learning Generalizable 3D Reconstruction Using Correspondence Matching

3D Surface Reconstruction from 2D Images using Correspondence Matching.

Flexible-Rate Bidirectional Video Compression with Motion Refinement

A learned bidirectional video compression network proposed for my Bachelor’s Thesis.

Multi-rate Learned Image Compression

Re-implementation of ‘Asymmetric Gained Deep Image Compression With Continuous Rate Adaptation’ by Cui et al. (2021).

Flexible-Rate Learned Hierarchical Bi-Directional Video Compression With Motion Refinement and Frame-Level Bit Allocation

Published in IEEE International Conference on Image Processing (ICIP), 2022

This work presents improvements and novel additions to the recent work on end-to-end optimized hierarchical bidirectional video compression to further advance the state of-the-art in learned video compression.

Education Tutor for Introduction to Electrical Engineering

Undergraduate course, Koç University, Department of Electrical and Electronics Engineering, 2019

• Tutoring over 90 freshman students in the ”Introduction to EEE” lectures for a support program provided by Koç University.

Teaching assistant for Game Theory

Undergraduate course, Koç University, Department of Economics, 2020

• Assisted to the teaching for the ”Game Theory & Strategy” lectures of Professor Levent Koçkesen. I conducted problem sessions for over 80 students weekly and arranged office hours.

Teaching assistant for Machine Perception

Graduate course, ETH Zurich, Department of Computer Science, 2024

• Prepared and presented tutorials for 417 students in the Machine Perception course. The course involves a wide-range of Computer Vision applications and is offered to a diverse group of students at ETH Zurich.