duyhominhnguyen
PhD student at Max Planck Research School for Intelligent Systems (IMPRS-IS) and DFKI.
Pinned Repositories
annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
cabbage
Unofficial Implementation of the paper: Multiple People Tracking by Lifted Multicut and Person Re-identification
conan-fgw
[ICML 2024] Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks.
duyhominhnguyen.github.io
fasterrcnn-pytorch-training-pipeline
A Faster RCNN Object Detection Pipeline for custom datasets using PyTorch.
LVM-Med
[NeurIPS 2023] Release LMV-Med pre-trained models
PiToMe
[NeurIPS 2024] Accelerating Transformers with Spectrum-Preserving Token Merging
Self-supervised-Image-Volume-Intra-Inter-Contrastive
Release algorithm for jointly 2D-3D self-supervised learning.
PiToMe
Speed up Transformers With Spectrum-Preserving Token Merging
MedTrinity-25M
This is the official repository of our paper "MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine“
duyhominhnguyen's Repositories
duyhominhnguyen/LVM-Med
[NeurIPS 2023] Release LMV-Med pre-trained models
duyhominhnguyen/conan-fgw
[ICML 2024] Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks.
duyhominhnguyen/Self-supervised-Image-Volume-Intra-Inter-Contrastive
Release algorithm for jointly 2D-3D self-supervised learning.
duyhominhnguyen/annotated_deep_learning_paper_implementations
🧑🏫 59 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠
duyhominhnguyen/cabbage
Unofficial Implementation of the paper: Multiple People Tracking by Lifted Multicut and Person Re-identification
duyhominhnguyen/duyhominhnguyen.github.io
duyhominhnguyen/fasterrcnn-pytorch-training-pipeline
A Faster RCNN Object Detection Pipeline for custom datasets using PyTorch.
duyhominhnguyen/PiToMe
[NeurIPS 2024] Accelerating Transformers with Spectrum-Preserving Token Merging