Hi! I'm Idil, a master's student in Informatics (Computer Science) at Technical University of Munich (TUM). I previously obtained my bachelor's in Computer Engineering from Middle East Technical University (METU), Ankara. My interests include computer vision and deep learning research. I am currently working on self-supervised vehicle control at TUM Computer Vision Group under Prof. Cremers. I am also pursuing my master's thesis on zero-shot learning and 3D computer vision at TUM CAMP Chair.

Email / CV / GitHub / Twitter / Mastodon / LinkedIn / Scholar

News

[Jan. 2023] Our work titled Learning Vision Based Autonomous Lateral Vehicle Control without Supervision had been accepted to Applied Intelligence.
[Dec. 2022] We received our certificates for our participation to the Grace Hopper Celebration (GHC) at TUM Award Ceremony 2022.

IFF Gender & Diversity Awards

[Sep. 2022] I am attending Grace Hopper Celebration (GHC) virtually between 16-18 September.
[Jun. 2022] I am awarded a scholarship by TUM to attend vGHC’22.
[Apr. 2022] I am an organizational member / IFF Officer of Women in CS @ TUM (Informatik-Forum Frauen, IFF) at social media team.
[Jun. 2021] I am an SDE intern at Amazon, AWS AI-DevOps team from August, 2021 until January, 2022.

On-going Projects

  • Master’s Thesis: Zero-shot point cloud classification with VLM embeddings
  • Fusion of multi-sensor data for robust vehicle control

Research

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, İdil Sülo & Sinan Kalkan

European Conference on Computer Vision (ECCV) 2020 Workshops

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

İdil Sülo, Seref Recep Keskin, Gülüstan Dogan & Theodore Brown

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

[paper]