👋 Hello!

Glad to see you here! I'm Rémi, an AI Enthusiast with a strong passion for Machine Learning.

Selected Publications

📖 [07/2024] Our research conducted at DFKI, titled "Dude: Dual Distribution-Aware Context Prompt Learning for Large Vision-Language Models”, is currently under review (Code will be released soon).
📖 [05/2024] Our research conducted at DFKI, titled: "Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks” has been accepted for publication at ICML 2024 (rank A*, h5-index: 254 Google Scholar, acceptance rate of 27.5%). Source code is available at here.
📖 [12/2023] Our research conducted at SAMSUNG SDS, titled: "Hierarchical Uncertainty Aggregation and Emphasis Loss for Active Learning in Object Detection” has been accepted for publication at a special session on machine learning during IEEE BigData 2023 (h5-index: 53 Google Scholar, acceptance rate of 17.4%). Supplemental materials is available at here.

Projects

Apart from the pinned repositories, I have built:

⛑️ Demo: Anomaly detection meets Telegram Chatbot (Code will be released soon)
👔 Implementation Vector Search MongoDB for Recommendation System
🤖 Release code for Vietnamese chatbot from scratch (Published in IEEE IMCOM 2022)

Let's code, connect, and create awesome things together!

Rémi's Projects

active-learning-object-detection

🚌 Official repository of Active Learning for Object Detection [Published in IEEE BigData 2023 special session Machine Learning]

conan-fgw

🧬 Official implementation of Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks [ICML 2024]

facial-emotion-recognition-fpga-inference

⚡️Code release for Accelerating CNNs on FPGA [Published in Research in Intelligent and Computing in Engineering 2020]

fundamental-ml

🧱 Mini-Project for Fundamentals of Machine Learning Course HCMUS-VNU 2024

image-enhancement

🏙️ The implementation of classical methods to enhance image without quality loss

perte

🚀A fast way to compute the loss value in Deep Learning

prompt-tuning-visual-language-model

🌽[Reproduce] Textual-based Class-aware Prompt Tuning for Visual-Language Model [CVPR 2024]

recsys-mongodb

👔 The Implementation of Clothing Image Search using MongoDB Vector Search

rl

A modular, primitive-first, python-first PyTorch library for Reinforcement Learning.

taindp98

👨🏻‍💻 Github Home page

vietnamese-chatbot

👨🏻‍💻 Code release for Vietnamese chatbot from scratch [Published in IEEE IMCOM 2022]

vietnamese-text-classification

📚 The Implementation of Vietnamese Text Classification using Pytorch

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taindp98 Goto Github PK