Pinned Repositories
DaSS
Official PyTorch implementation of "Meta-prediction Model for Distillation-Aware NAS on Unseen Datasets" (ICLR 2023 notable top 25%)
DiffusionNAG
Official PyTorch implementation of "DiffusionNAG: Predictor-guided Neural Architecture Generation with Diffusion Models" (ICLR 2024)
l2b
Tensorflow implementation of "Learning to Balance: Bayesian Meta-learning for Imbalanced and Out-of-distribution Tasks" (ICLR 2020 oral)
1210_vision
DCNN-NIPS14-Tensorflow
DTAN-ICCV15-pytorch
HELP
Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)
LDRFVD-CVPR16-pytorch
MetaD2A
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
TANS
This is an official PyTorch implementation of Task-Adaptive Neural Network Search with Meta-Contrastive Learning (NeurIPS 2021, Spotlight).
HayeonLee's Repositories
HayeonLee/MetaD2A
Official PyTorch implementation of "Rapid Neural Architecture Search by Learning to Generate Graphs from Datasets" (ICLR 2021)
HayeonLee/HELP
Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)
HayeonLee/1210_vision
HayeonLee/D-VAE
D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019
HayeonLee/gae-pytorch
Graph Auto-Encoder in PyTorch
HayeonLee/Meta_Learning_Tutorial
HayeonLee/metalearning_dataloader_pytorch
HayeonLee/simple_classification
HayeonLee/are-16-heads-really-better-than-1
Code for the paper "Are Sixteen Heads Really Better than One?"
HayeonLee/attention_sinks
Extend existing LLMs way beyond the original training length with constant memory usage, without retraining
HayeonLee/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
HayeonLee/hardware-aware-transformers
[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing
HayeonLee/hayeonlee.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
HayeonLee/hayeonlee_old.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
HayeonLee/hgraph2graph
Hierarchical Generation of Molecular Graphs using Structural Motifs
HayeonLee/horovod-gpu-data-science-project
HayeonLee/LSTM-Human-Activity-Recognition
Human Activity Recognition example using TensorFlow on smartphone sensors dataset and an LSTM RNN. Classifying the type of movement amongst six activity categories - Guillaume Chevalier
HayeonLee/minimalRL
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
HayeonLee/models
Models and examples built with TensorFlow
HayeonLee/nas-without-training
Neural Architecture Search Without Training
HayeonLee/nsganetv2
[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search
HayeonLee/OpenLongTailRecognition-OLTR
Pytorch implementation for "Large-Scale Long-Tailed Recognition in an Open World" (CVPR 2019 ORAL)
HayeonLee/pygcn
Graph Convolutional Networks in PyTorch
HayeonLee/pytorch_geometric
Geometric Deep Learning Extension Library for PyTorch
HayeonLee/Samsung_DS_Assignment
HayeonLee/sparsification_samsung
HayeonLee/streaming-llm
[ICLR 2024] Efficient Streaming Language Models with Attention Sinks
HayeonLee/tensorflow-yolo-v3
Implementation of YOLO v3 object detector in Tensorflow (TF-Slim)
HayeonLee/TensorFlow2.0-Examples
🙄 Difficult algorithm, simple code.
HayeonLee/vs_gae