KeithMalarkey

KeithMalarkey's Stars

• Haochen-Wang409/DropPos

  [NeurIPS'23] DropPos: Pre-Training Vision Transformers by Reconstructing Dropped Positions

  Language:Python604

• YuxiangZhang-BIT/IEEE_TIP_SDEnet

  Single-source Domain Expansion Network for Cross-Scene Hyperspectral Image Classification, IEEE TIP, 2023.

  Language:Python377

• danfenghong/IEEE_TGRS_SpectralFormer

  Danfeng Hong, Zhu Han, Jing Yao, Lianru Gao, Bing Zhang, Antonio Plaza, Jocelyn Chanussot. Spectralformer: Rethinking hyperspectral image classification with transformers, IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021

  Language:Python22338

• shuguang-52/2019-RemoteSens-AUSSC

  Alternately Updated Convolutional Spectral-Spatial Network for Hyperspectral Image Classification(Remote Sensing 2019)

  Language:Python4013

• jindongwang/transferlearning

  Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

  Language:Python13.4k3.8k

• YuxiangZhang-BIT/IEEE_TNNLS_Gia-CFSL

  Graph Information Aggregation Cross-domain Few-shot Learning for Hyperspectral Image Classification. IEEE TNNLS, 2022.

  Language:Python434

• gordicaleksa/pytorch-GAT

  My implementation of the original GAT paper (Veličković et al.). I've additionally included the playground.py file for visualizing the Cora dataset, GAT embeddings, an attention mechanism, and entropy histograms. I've supported both Cora (transductive) and PPI (inductive) examples!

  Language:Jupyter Notebook2.4k332

• microsoft/unilm

  Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities

  Language:Python20.1k2.5k

• labmlai/annotated_deep_learning_paper_implementations

  🧑‍🏫 60+ Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

  Language:Python56.1k5.8k

• HSG-AIML/MaskedSST

  Code repository for Scheibenreif, L., Mommert, M., & Borth, D. (2023). Masked Vision Transformers for Hyperspectral Image Classification, In CVPRW EarthVision 2023

  Language:Python336

• huggingface/transformers

  🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

  Language:Python135k26.9k

• vikasverma1077/manifold_mixup

  Code for reproducing Manifold Mixup results (ICML 2019)

  Language:Python48365

• jiangyiqun233/PRML_learning

  learning fomula

  Language:Jupyter Notebook27959

• ropas/pytea

  PyTea: PyTorch Tensor shape error analyzer

  Language:TypeScript31518

• Arijit-datascience/CNN_BatchNormalization_Regularization

  MNIST Digit Prediction using Batch Normalization, Group Normalization, Layer Normalization and L1-L2 Regularizations

  Language:Jupyter Notebook31