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Minchul Kim's Projects

3dfuse icon 3dfuse

Official implementation of "Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation"

annotated_deep_learning_paper_implementations icon annotated_deep_learning_paper_implementations

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

detr icon detr

End-to-End Object Detection with Transformers

flamingo-pytorch icon flamingo-pytorch

Implementation of 🦩 Flamingo, state-of-the-art few-shot visual question answering attention net out of Deepmind, in Pytorch

flutter-video-chat icon flutter-video-chat

flutter-video-chat is a simple front-end combining text-messaging (using Google Firebase) and video chat (using Agora.io for Flutter).

gpt-2-pytorch icon gpt-2-pytorch

Simple Text-Generator with OpenAI gpt-2 Pytorch Implementation

gpt-neo icon gpt-neo

An implementation of model parallel GPT2& GPT3-like models, with the ability to scale up to full GPT3 sizes (and possibly more!), using the mesh-tensorflow library.

gpt-neox icon gpt-neox

An implementation of model parallel GPT-3-like models on GPUs, based on the DeepSpeed library. Designed to be able to train models in the hundreds of billions of parameters or larger.

gpt2-text-generation icon gpt2-text-generation

Minimalist implementation of a GPT2 with Language Model Head with PyTorch Lightning, Transformers and PyTorch-NLP.

groupvit icon groupvit

GroupViT: Semantic Segmentation Emerges from Text Supervision

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