Shuzhen ZhangFNO-Diffusion for Brain MRI Segmentation
Failed-hypothesis BraTS 2021 case study: tested whether FNO global spectral modeling could improve diffusion segmentation, then analyzed why U-shape local refinement won.
Medical AIDiffusionFNOPyTorch
Projects
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IMDb Sentiment Analysis: RNN vs Pretrained Transformers
Long, noisy IMDb reviews with contrast, markup, and late sentiment turns; compared BiLSTM against DistilGPT-2/XLNet with max-length and head ablations.
NLPPyTorchHuggingFaceStatistics
AI Simulation with Mistral + Mixtral (ATLAS Showcase)
Prompt-structured NPC action simulation with room-level constraints and Mistral-to-Mixtral comparisons.
LLMMistral 7BMixtral 8x7BSimulation