Research / Google Scholar

Publications

2026
DecoGS: Adaptive Static-Dynamic Decoupling of 3D Gaussians for Free-Viewpoint Video Streaming

Idil Sulo, Alexey Supikov, Ilke Demir & Sainan Liu

arXiv preprint, 2026

[arxiv]
2023
Learning Vision Based Autonomous Lateral Vehicle Control Without Supervision

Qadeer Khan, Idil Sulo, Melis Öcal & Daniel Cremers

Applied Intelligence, Springer, 2023

[paper] [code]
2020
ALET (Automated Labeling of Equipment and Tools): A Dataset for Tool Detection and Human Worker Safety Detection

Fatih Can Kurnaz, Burak Hocaoğlu, Mert Kaan Yılmaz, Idil Sulo & Sinan Kalkan

European Conference on Computer Vision (ECCV) 2020 Workshops

[paper] [arxiv] [code]
2019
Energy Efficient Smart Buildings: LSTM Neural Networks for Time Series Prediction

Idil Sulo, Seref Recep Keskin, Gülüstan Dogan & Theodore Brown

International Conference on Deep Learning and Machine Learning in Emerging Applications (Deep-ML), 2019

[paper]

Theses

2023
Master's Thesis: Compositional Zero-shot Point Cloud Classification with Vision-Language Model (VLM) Embeddings

Idil Sulo

Technical University of Munich, 2023

[pdf]