Pinned Repositories
effectiveness-attribution-maps
Data for the NeurIPS 2021 paper [The effectiveness of feature attribution methods and its correlation with automatic evaluation scores] https://arxiv.org/abs/2105.14944
visual-correspondence-XAI
Official code for NeurIPS 2022 paper https://arxiv.org/abs/2208.00780 Visual correspondence-based explanations improve AI robustness and human-AI team accuracy
advanced-XAI-for-DeepLearning
Here I gather promising research directions to make DNNs interpretable
InterpretableMLBook-Vietnamese
Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt
Neural-Baby-Talk-python3
NBT with some changes to run smoothly with python3
nocaps
nocaps: novel object captioning at scale
paper-review-continual-learning
A hub for paper reviews in Continual Learning
PCNN-src-code-TMRL2024
Official code for TMLR2024 paper PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans | https://openreview.net/pdf?id=OcFjqiJ98b
Show-Attend-and-Tell-Pytorch-Implementation
Why-do-we-need-XAI
This gathers fatal errors of AIs in the real world and justifications why we need XAI per case
giangnguyen2412's Repositories
giangnguyen2412/InterpretableMLBook-Vietnamese
Bản dịch của cuốn "Interpretable Machine Learning: A Guide for Making Black Box Models Explainable" sang tiếng Việt
giangnguyen2412/paper-review-continual-learning
A hub for paper reviews in Continual Learning
giangnguyen2412/advanced-XAI-for-DeepLearning
Here I gather promising research directions to make DNNs interpretable
giangnguyen2412/PCNN-src-code-TMRL2024
Official code for TMLR2024 paper PCNN: Probable-Class Nearest-Neighbor Explanations Improve Fine-Grained Image Classification Accuracy for AIs and Humans | https://openreview.net/pdf?id=OcFjqiJ98b
giangnguyen2412/Contcap
Code for: Contcap - A scalable framework for continual image captioning
giangnguyen2412/Why-do-we-need-XAI
This gathers fatal errors of AIs in the real world and justifications why we need XAI per case
giangnguyen2412/dissect_catastrophic_forgetting
Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization
giangnguyen2412/machine-learning-overview
A bird view over Machine Learning
giangnguyen2412/Awesome-explainable-AI
A collection of research materials on explainable AI/ML
giangnguyen2412/CFD
Code for "Explaining How Deep Neural Networks Forget by Deep Visualization"
giangnguyen2412/d2l-vn
Một cuốn sách tương tác về học sâu có mã nguồn, toán và thảo luận. Đề cập đến nhiều framework phổ biến (TensorFlow, Pytorch & MXNet) và được sử dụng tại 175 trường Đại học.
giangnguyen2412/deep-learning-project-template
Pytorch Lightning code guideline for conferences
giangnguyen2412/DIML
Towards Interpretable Deep Metric Learning with Structural Matching
giangnguyen2412/explaindebug
giangnguyen2412/ffcv
FFCV: Fast Forward Computer Vision (and other ML workloads!)
giangnguyen2412/ffcv-imagenet
Train ImageNet *fast* in 500 lines of code with FFCV
giangnguyen2412/giangnguyen2412.github.io
Visit me at
giangnguyen2412/gitignore
A collection of useful .gitignore templates
giangnguyen2412/human-centered-machine-learning
Schedule and Syllabus for Human-Centered Machine learning.
giangnguyen2412/i-learn-llms
TIL LLMs
giangnguyen2412/ImageNet-Image-Retrieval
A simple Pytorch implementation of Image Retrieval on ImageNet 2012
giangnguyen2412/llm-attacks
Universal and Transferable Attacks on Aligned Language Models
giangnguyen2412/machine-learning
Content for Udacity's Machine Learning curriculum
giangnguyen2412/nanoGPT
The simplest, fastest repository for training/finetuning medium-sized GPTs.
giangnguyen2412/paper-review-generative-models
A hub for reviews of generative models
giangnguyen2412/ProTrix
Code for ProTrix: Building Models for Planning and Reasoning over Tables with Sentence Context
giangnguyen2412/reassessed-imagenet
Labels and other data for the paper "Are we done with ImageNet?"
giangnguyen2412/TableLlama
[NAACL'24] Dataset, code and models for "TableLlama: Towards Open Large Generalist Models for Tables".
giangnguyen2412/TorchRay
Understanding Deep Networks via Extremal Perturbations and Smooth Masks
giangnguyen2412/vit-pytorch-dev
vit models. I forked to make changes and install back to my server