Purbayan Kar's Projects
A2S2K-ResNet: Attention-Based Adaptive Spectral-Spatial Kernel ResNet for Hyperspectral Image Classification
Repository for NeurIPS 2020 Spotlight "AdaBelief Optimizer: Adapting stepsizes by the belief in observed gradients"
Advanced optimizer with Gradient-Centralization
Generative Adversarial Network for missing data imputation
Pytorch implementation of AngularGrad: A New Optimization Technique for Angular Convergence of Convolutional Neural Networks
Implementation of Axial attention - attending to multi-dimensional data efficiently
Repository for getting started with git contribution
Implementation of Bottleneck Transformer in Pytorch
Pytorch implementation of the paper "Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders" (CVPR 2019)
PyTorch Implementation of DCGAN trained on the CelebA dataset.
Dual Channel Residual Network for Hyperspectral Image Classification with Noisy Labels
Torchreid: Deep learning person re-identification in PyTorch.
ResUNet, a semantic segmentation model inspired by the deep residual learning and UNet. An architecture that take advantages from both(Residual and UNet) models.
Landslide segmentation using Deep Deconvolutional Residual UNet
Various UNet models for satellite images change detection using OSCD dataset
Codebase for Generative Adversarial Imputation Networks (GAIN) - ICML 2018
A collection of Gradient-Based Meta-Learning Algorithms with pytorch
Official PyTorch implementation of Lightweight Heterogeneous Kernel Convolution forHyperspectral Image Classification with Noisy Labels
This is an official implementation of facial landmark detection for our TPAMI paper "Deep High-Resolution Representation Learning for Visual Recognition". https://arxiv.org/abs/1908.07919
A keras based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".
A PyTorch implementation of CNN+Vision Transformer for hyperspectral image classification
Official Code Repository for La-MAML: Look-Ahead Meta-Learning for Continual Learning"