HayeonLee

Research Scientist @ Meta GenAI

Meta GenAI

Pinned Repositories

DaSS
Official PyTorch implementation of "Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets" (ICLR 2023 notable top 25%)
Language:Python22 3 22
DiffusionNAG
Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models" (ICLR 2024)
Language:Python35 3 65
l2b
Tensorflow implementation of "Learning to Balance: Bayesian Meta-learning for Imbalanced and Out-of-distribution Tasks" (ICLR 2020 oral)
Language:Python98 4 410
1210_vision
Language:Python1 2 01
DCNN-NIPS14-Tensorflow
Language:Python20
DTAN-ICCV15-pytorch
Language:Python8 2 31
HELP
Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)
Language:Python60 4 27
LDRFVD-CVPR16-pytorch
Language:Python30
MetaD2A
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
Language:Python63 4 311
TANS
This is an official PyTorch implementation of Task-Adaptive Neural Network Search with Meta-Contrastive Learning (NeurIPS 2021, Spotlight).
Language:Python19 3 07

HayeonLee/kmeans_pytorch
pytorch implementation of basic kmeans algorithm(lloyd method with forgy initialization) with gpu support
Language:Python
HayeonLee/convLSTM_movingMNIST
HayeonLee/learning-to-teach
HayeonLee/prototypical-networks-tensorflow
Tensorflow implementation of NIPS 2017 Paper "Prototypical Networks for Few-shot Learning"
Language:Jupyter Notebook
HayeonLee/SEG-CMFD
Language:C
HayeonLee/tensorflow
Computation using data flow graphs for scalable machine learning
Language:C++
HayeonLee/video-quality
Video quality metrics, reference implementation in python: VIF, SSIM, PSNR, ...
Language:Python
HayeonLee/simplelauncher-1
An example custom launcher for Android
Language:Java
HayeonLee/ToneGenerator
Language:Java
HayeonLee/printAppAndPkgName
Language:Java