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HyeonJin Kim's Projects

annotated_deep_learning_paper_implementations icon 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, ... 🧠

awesome-kan icon awesome-kan

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold Network field.

clip icon clip

CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image

convolutional-kans icon convolutional-kans

This project extends the idea of the innovative architecture of Kolmogorov-Arnold Networks (KAN) to the Convolutional Layers, changing the classic linear transformation of the convolution to learnable non linear activations in each pixel.

dcp-gan icon dcp-gan

[CVPR 2024] Diversity-aware Channel Pruning for StyleGAN Compression

hector_gazebo icon hector_gazebo

hector_gazebo provides packages related to the simulation of robots using gazebo (gazebo plugins, world files etc.).

pytorch-grad-cam icon pytorch-grad-cam

Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

scout_ros icon scout_ros

This repository ROS package is suit for scout 2 and scout mini

simclr icon simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

stylekd icon stylekd

[ECCV2022] Mind the Gap in Distilling StyleGANs

velodyne_simulator icon velodyne_simulator

URDF description and Gazebo plugins to simulate Velodyne laser scanners - fork from BitBucket: https://bitbucket.org/DataspeedInc/velodyne_simulator

x-kanerf icon x-kanerf

X-KANeRF [KANeRF-benchmarking]: KAN based NeRF with various basis functions like B-Splines, Fourier, Radial Basis Functions, Polynomials, etc

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