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1210_vision

advancedml

Reading list for the Advanced Machine Learning Course

are-16-heads-really-better-than-1

Code for the paper "Are Sixteen Heads Really Better than One?"

attention_sinks

Extend existing LLMs way beyond the original training length with constant memory usage, without retraining

bam-bmvc18-pytorch

batch-instance-normalization

beeninburger-cvpr18-pytorch

bootstrap.pytorch

Highlevel framework for starting Deep Learning projects (lightweight, flexible, easy to extend)

convlstm_movingmnist

d-vae

D-VAE: A Variational Autoencoder for Directed Acyclic Graphs, NeurIPS 2019

dcnn-nips14-tensorflow

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

dtan-iccv15-pytorch

face-age-classification

Deep learning model based on resnet50 to classifiy face age

fewshot-egnn

gae-pytorch

Graph Auto-Encoder in PyTorch

gan_tutorial

gatis-icml16-pytorch

graph-neural-networks

hardware-aware-transformers

[ACL 2020] HAT: Hardware-Aware Transformers for Efficient Natural Language Processing

hayeonlee.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

help

Official PyTorch Implementation of HELP: Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning (NeurIPS 2021 Spotlight)

hgraph2graph

Hierarchical Generation of Molecular Graphs using Structural Motifs

horovod-gpu-data-science-project

hypernetworks

PyTorch implementation of HyperNetworks (Ha et al., ICLR 2017) for ResNet (Residual Networks)

icml2016

Generative Adversarial Text-to-Image Synthesis

kairos-smi

multi server gpu monitoring utils

kmcuda

Large scale K-means and K-nn implementation on NVIDIA GPU / CUDA

kmeans_pytorch

pytorch implementation of basic kmeans algorithm(lloyd method with forgy initialization) with gpu support

ldrfvd-cvpr16-pytorch