Official PyTorch implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
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Updated
Jul 16, 2024 - Python
Official PyTorch implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
The official repo for the paper "HyperSIGMA: Hyperspectral Intelligence Comprehension Foundation Model"
An ultimately comprehensive paper list of Vision Transformer/Attention, including papers, codes, and related websites
《李宏毅深度学习教程》(李宏毅老师推荐👍),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
[MIR-2023-Survey] A continuously updated paper list for multi-modal pre-trained big models
The official PyTorch implementation of the paper "SAITS: Self-Attention-based Imputation for Time Series". A fast and state-of-the-art (SOTA) deep-learning neural network model for efficient time-series imputation (impute multivariate incomplete time series containing NaN missing data/values with machine learning). https://arxiv.org/abs/2202.08516
Self-attentive deep learning method for online traffic classification and its interpretability (CN21 & NetAI20)
[CVPR 2024 Best paper award candidate] EGTR: Extracting Graph from Transformer for Scene Graph Generation
An unofficial pytorch implementation of 'Efficient Infinite Context Transformers with Infini-attention'
Porting vision models to Keras 3 for easily accessibility. Contains MobileViT v1, MobileViT v2
Implementing a GPT (Generative Pre-trained Transformer) model from scratch on Shakespeare's work.
With the goal of recovering high-quality image content from its degraded version, image restoration enjoys numerous applications, such as in photography, security, medical imaging, and remote sensing. In this project I have implemented an model named MirNet for low-light image enhancement.
Repo for ML Models built from scratch such as Self-Attention, Linear +Logistic Regression, PCA, LDA. CNN, LSTM, Neural Networks using Numpy only
Materials for our paper: K. Apostolidis, J. Abesser, L. Cuccovillo, V. Mezaris, "Visual and audio scene classification for detecting discrepancies in video: a baseline method and experimental protocol", Proc. ACM Int. Workshop on Multimedia AI against Disinformation (MAD’24) at the ACM Int. Conf. on Multimedia Retrieval (ICMR’24)
PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.
Multi-stain graph self attention multiple instance learning for histopathology Whole Slide Images - BMVC 2023
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
The GitHub repository for the paper "Informer" accepted by AAAI 2021.
Simple character level Transformer
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