Hossein Resani

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Quote of the month:

You never fail untill you stop trying.

Albert Einstein

✨ I’m a PhD student, a deep learning researcher and online instructor.

🤖 My current research interests centre on large language models and vision language models, focusing on understanding how LLMs infer cause-and-effect, apply commonsense logic in everyday scenarios, and make decisions that remain consistent under distribution shifts.

Research Interests:

  • 👁‍🗨 Large Language Models
  • 📚 Vision Language Models
  • 🏞️ Low-rank Adaptation
  • 🤖 Meta Learning
  • 💥 Causal Inference

Life Interests:

  • 🎤 Presentation: I love sharing ideas and making complex topics easier to understand. Whether I’m in a classroom or online, creating engaging presentations is something I really enjoy.

  • 😍 Teaching: Teaching is a big part of my life, and it’s honestly one of the most rewarding experiences.

  • 💡 Solving Problems: I get excited by the challenge of tackling tricky problems, whether it’s in research or real-world applications. It’s all about finding that “lightbulb” moment!

news

Nov 01, 2025 🎉 I’ve started my PhD at AIML and Monash University, under the supervision of Dr. Javen Shi and Dr. Ehsan Abbasnejad.
Apr 19, 2025 🎉 Big news! Won 3rd Place in the WSS Poster Session Competition for presenting my ICLR paper (selected from 60+ poster submissions).
Jan 22, 2025 🎉 Big news! My paper got accepted to ICLR 2025 with all positive reviews! couldn’t be happier! 🚀
Jan 03, 2025 🎉 Exciting news! I was awarded a DEI scholarship that covers travel costs to attend the WACV conference. See you in Arizona! 🌵
Dec 12, 2024 📢 Online Presentation on Egocentric Video Understanding - [Slides]
Nov 07, 2024 📢 Online Presentation Beyond the NeRF Join us at Dr. Nashiahtkon’s lab as we dive into NeRF improvements like Plenoxels, NeRF in the Wild, Instant-NGP, NeRF++, and more! 🚀
Oct 28, 2024 🎉 Big news! My paper got accepted to WACV 2025! 🚀 [Read it on arXiv]
Oct 24, 2024 📢 Online Presentation on Introduction to 3D Gaussian Splatting - [Slides] [video]
Oct 17, 2024 📢 Online Presentation on Introduction to NeRF (in persian) - [Slides] [video]
Sep 07, 2024 🎉 Milestone Achieved! Today, I celebrated my 1000th class in Python, ML, and DL!🎊 It’s hard to believe how far we’ve come. A huge thank you to everyone for being part of this journey. Let’s keep learning together! 🚀

selected publications

  1. WACV 2025
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    Continual Learning in 3D Point Clouds: Employing Spectral Techniques for Exemplar Selection
    Hossein Resani, Behrooz Nasihatkon, and Mohammadreza Alimoradi Jazi
    Accepted at IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025
  2. ICLR 2025
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    MIRACLE 3D: Memory-efficient Integrated Robust Approach for Continual Learning on Point Clouds via Shape Model construction
    Hossein Resani, and Behrooz Nasihatkon
    Accepted at International Conference on Learning Representations (ICLR), 2025