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1. FWI FWI Public

   Elastic Full Waveform Inversion using GAN and FNO as Wave Solver

   Python 10 3

2. Vision-Transformer-for-DeepFake-Detection Vision-Transformer-for-DeepFake-Detection Public

   Implementation of SSL ViT to Detect DeepFakes, pretrained on CelebA, finetuned on DFDC's train split.

   Python 1 1

3. NeuralStlyeTransfer NeuralStlyeTransfer Public

   Neural Style Transfer with PyTorch: Multi-scale pyramid optimization and L-BFGS refinement for high-quality artistic image generation using VGG19.

   Python

4. 4x-Upscaler-ESRGAN 4x-Upscaler-ESRGAN Public

   PyTorch implementation of ESRGAN for 4× image super-resolution. Features two-phase training (PSNR + GAN), RRDBNet architecture with 23 RRDB blocks, and comprehensive monitoring guides. Achieves 25.…

   Jupyter Notebook

5. Marcella-60M-SLM Marcella-60M-SLM Public

   A 66M parameter decoder-only transformer language model implemented from scratch in PyTorch. Features a custom SentencePiece tokenizer, RoPE positional embeddings, SwiGLU feed-forward network, per-…

   Python 1