Thang Duong's repositories
meta-bandit
Non-stationary Bandits and Meta-Learning with a Small Set of Optimal Arms
MetaRL-Literature-Review
Review Meta Reinforcement Learning for Sequential problems related paper.
AA-deform
Deforming 2d images using ARAP
carla
Open-source simulator for autonomous driving research.
carla-training-data
Generating training data from the Carla driving simulator in the KITTI dataset format
demo_DELF
Test paper: https://arxiv.org/abs/1812.01584
detectron2
Detectron2 is FAIR's next-generation platform for object detection, segmentation and other visual recognition tasks.
efficientnet
Implementation of EfficientNet model. Keras and TF.Keras.
fm_data_tasks
Foundation Models for Data Tasks
ForkGAN
ForkGAN: Seeing into the rainy night. ECCV 2020 (oral). A task-agnostic image translation framework that can boost multiple vision tasks in adverse weather conditions, including localization, semantic segmentation and object detection.
gradguide
A guide on STEM PhD admissions
keras-yolo3
A Keras implementation of YOLOv3 (Tensorflow backend)
keras-yolo3-1
Training and Detecting Objects with YOLO3
manifest
Prompt programming with FMs.
Mask_RCNN
Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow
models
Models and examples built with TensorFlow
no-stat-hub
Non Stationary Hierarchical Unimodal Bandit
oyster
Implementation of Efficient Off-policy Meta-learning via Probabilistic Context Variables (PEARL)
py-thin-plate-spline
Code for computing interpolating / approximating thin plate splines.
pytorch-CycleGAN-and-pix2pix
Image-to-Image Translation in PyTorch
PyTorch-GAN
PyTorch implementations of Generative Adversarial Networks.
reinforcement-learning
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
SM-LSTM-Practice
Recreate the tutorial from https://www.datacamp.com/community/tutorials/lstm-python-stock-market
Tacotron-2
DeepMind's Tacotron-2 Tensorflow implementation
tpu
Reference models and tools for Cloud TPUs.
ViT-pytorch
Pytorch reimplementation of the Vision Transformer (An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale)
yolov5
YOLOv5 in PyTorch > ONNX > CoreML > TFLite