Aviad Dahan

Aviad Dahan

PhD Student in Electrical Engineering

Tel Aviv University

I am a PhD student in Electrical Engineering at Tel Aviv University, working under the supervision of Prof. Raja Giryes and Prof. Lior Wolf.

My research focuses on deep learning for computer vision, with particular interests in:

  • Image Editing - Generative models for image manipulation
  • Video Editing - Temporal consistency in video generation
  • Medical Image Segmentation - Adapting foundation models for medical imaging
  • Speech & Audio - Audio-visual generation and personalization

Education

  • PhD in Electrical Engineering, Tel Aviv University (2024 - Present)
  • M.Sc. in Electrical Engineering (with honors), Tel Aviv University (2022 - 2024)
  • M.Eng. in System Engineering, Technion (2017 - 2019)
  • B.Sc. in Electrical Engineering, Technion (2009 - 2013)

Publications

ID-LoRA
ID-LoRA: Identity-Driven Audio-Video Personalization with In-Context LoRA Aviad Dahan*, Moran Yanuka*, Noa Kraicer, Lior Wolf, Raja Giryes arXiv preprint, 2026
Project arXiv Code
LiteAttention
LiteAttention: A Temporal Sparse Attention for Diffusion Transformers Dor Shmilovich, Tony Wu, Aviad Dahan, Yuval Domb arXiv preprint, 2025
Project arXiv Code
Video Polyp Segmentation
Video Polyp Segmentation using Implicit Networks Aviad Dahan, Tal Shaharabany, Raja Giryes, Lior Wolf Medical Imaging with Deep Learning (MIDL), 2024
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AutoSAM
AutoSAM: Adapting SAM to Medical Images by Overloading the Prompt Encoder Tal Shaharabany, Aviad Dahan, Raja Giryes, Lior Wolf British Machine Vision Conference (BMVC), 2023
arXiv Code