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Masoudjafaripour/README.md

I am a grad student in CS at the UofA, supervised by Prof. Osmar Zaiane. My research focuses on multimodal generative models, including LLMs, VLMs, and diffusion models, with emphasis on 3D spatial reasoning. Current work includes scaling 3D spatial reasoning in multimodal image generation with test-time scalling, multimodal CoT, applying post-training methods (SFTv& RL Fine-tuning), and curating vision-language datasets.


📊 Current Focus

  • Spatial & Visual Reasoning with LLMs/VLMs/MMLMs
  • Vision-Language Understanding & Embodied Spatial Reasoning
  • 3D Representations, Grounding, & Space Understanding
  • Building Vision-Language Datasets for Embodied Multi-Agent Systems
  • Visual and Geometry Retrieval Systems

🎓 Academic Background

  • M.Sc. in CS, University of Alberta (Present)
  • Ph.D. in ECE, University of Alberta (Transferred to CS)
  • M.Sc. & B.Sc. in ME, Sharif University of Technology & Univ. of Tehran

💬 Connect with Me

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  1. AIFP AIFP Public

    Adaptive Iterative Feedback Prompting for Obstacle-Aware Path Planning via LLMs - LM4Planning - AAAI2025

    Jupyter Notebook 6 3

  2. nanochat-VLM nanochat-VLM Public

    A minimal, hackable Vision-Language Model built on Karpathy’s nanochat — add image understanding and multimodal chat for under $200 in compute.

    Python 8 1

  3. Spatial_Reasoning_VLMs Spatial_Reasoning_VLMs Public

    A repo for enhancing spatial reasoning in VLMs using CoT and VoT prompting for 3D visual environments

    Python 6 1

  4. FM_RL_Survey FM_RL_Survey Public

    A repo for survey paper "The Evolving Landscape of LLM- and VLM-Integrated Reinforcement Learning" and a collection of AWESOME papers focused on using LLMs, VLMs for improving RL.

    5

  5. OnlineRLHF OnlineRLHF Public

    A repo for Implemented online preference-based reward learning under human irrationality & delayed feedback

    Python 5 1

  6. Awesome-LLM-Planning-Spatial-Reasoning Awesome-LLM-Planning-Spatial-Reasoning Public

    Awesome-LLM-Planning

    5