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amir-sbg/README.md

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  1. FlexSplat FlexSplat Public

    [BMVC 2026] Feed-forward 3D Gaussian splatting for uncalibrated object-centric novel view synthesis, using jointly trained VGGT geometry and query-based multi-view Gaussian decoding.

    Python 6

  2. confident-unreliable-vlm-brain-mri-audit confident-unreliable-vlm-brain-mri-audit Public

    [ACM AI 2026] Safety-audit framework for vision-language models on brain MRI, measuring calibration, confident errors, hallucination, abstention, and slice-level accuracy.

    Python 1

  3. machine-unlearning-retain-forget-experiments-in-pytorch machine-unlearning-retain-forget-experiments-in-pytorch Public

    PyTorch machine-unlearning lab comparing exact retraining with cheap retain-finetuning, negative-gradient, and class-reset forgetting methods on a small CPU-friendly dataset

    Python

  4. Enterprise-Knowledge-Assistant Enterprise-Knowledge-Assistant Public

    Production-style RAG/LLM system with hybrid retrieval, reranking, citation verification, evaluation metrics, latency/cost tracking, caching, FastAPI, frontend, and Docker.

    Python

  5. teacher-student-LLM-distillation teacher-student-LLM-distillation Public

    PyTorch pipeline for distilling a larger causal language model into a compact student using teacher top-k logits, temperature-scaled KL loss, hard-label CE, and generation evaluation

    Jupyter Notebook

  6. CUDA-Python-sobel-pipeline CUDA-Python-sobel-pipeline Public

    Python image-processing pipeline using NumPy, CuPy, and a custom CUDA Sobel kernel. It compares CPU and GPU edge detection, validates numerical results, measures kernel performance, and saves image…

    Python 1