MODELING with papers Index Filename Description Paper Related Projects 1 Vision_Transformer.ipynb Build Vision Transformer from scratch (pytorch)+use pretrained model (via huggingface) An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Denoising Images CIFAR10 : Trainset Accuracy - 67% / Testset Accuracy - 50% 2 Swin_Transformer.ipynb Build Swin Transformer from scratch (pytorch) Swin Transformer: Hierarchical Vision Transformer using Shifted Windows AI-based X-ray security screening system 3 PEGASUS_to_KoBART.ipynb Apply pretraining methodology to KoBART PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization Get Wings! BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension 4 [-.ipynb](-) YOLOv3: An Incremental Improvement Face Mask Detection 5 [-.ipynb](-) Image-to-Image Translation with Conditional Adversarial Networks Han2Han 6 [-.ipynb](-) Conditional Generative Adversarial Nets 7 [-.ipynb](-) Attention is all you need Chatbot 8 [-.ipynb](-) GPT2 9 [-.ipynb](-) Colorization Transformer Colorization Transformer 10 [-.ipynb](-) ELECTRA: PRE-TRAINING TEXT ENCODERS AS DISCRIMINATORS RATHER THAN GENERATORS Hate Speech Detection 11 [-.ipynb](-) SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers Empirical analysis of traffic accidents based on deep learning.
