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1. MultiTask-Fault-Diagnosis-Framework MultiTask-Fault-Diagnosis-Framework Public

   A comprehensive benchmark of 16 Deep Learning models (including ResNet, LSTM, Transformer, DenseNet) for CWRU Bearing Fault Diagnosis using PyTorch.

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2. MLLM-DeepFake-Detection MLLM-DeepFake-Detection Public

   A comprehensive evaluation and detection pipeline for AI-generated images across multiple generators using MLLMs (Qwen3-VL), featuring prompt optimization and an interpretability-focused artifact t…

   Jupyter Notebook

3. Linear-DeepCache Linear-DeepCache Public

   Optimizing SDXL inference via Non-Uniform Linear Step Scheduling. Improved DeepCache performance (PSNR +2.1dB) without additional compute cost.

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4. Neurips-Trend-Prediction Neurips-Trend-Prediction Public

   An analysis of NeurIPS paper trends (1987-2017) using NMF topic modeling and Random Forest to predict future hot topics.

   Jupyter Notebook

5. Deep-Learning-Labs Deep-Learning-Labs Public

   This repository is a systematic hands-on guide to Deep Learning, covering everything from PyTorch fundamentals and low-level implementations to cutting-edge Generative AI and LLM fine-tuning techni…

   Jupyter Notebook

6. Computer-Vision-Labs Computer-Vision-Labs Public

   A collection of computer vision and deep learning projects implemented with Python and PyTorch. Covers low-level image processing (Canny/Hough), CNN implementation (ResNet/MNIST), and geometric vis…

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