SemiNAS: Semi-Supervised Neural Architecture Search

Last update: Aug 31, 2022

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Overview

SemiNAS: Semi-Supervised Neural Architecture Search

This repository contains the code used for Semi-Supervised Neural Architecture Search, by Renqian Luo, Xu Tan, Rui Wang, Tao Qin, En-Hong Chen, Tie-Yan Liu.

Environments and Requirements

The code is built and tested on Pytorch 1.2

NASBench-101 Experiments

Please refer to nasbench/README.md

ImageNet Experiments

Please refer to imagenet/README.md

Owner

Renqian Luo

Researcher @ Microsoft Research Asia

GitHub Repository

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SemiNAS: Semi-Supervised Neural Architecture Search

Related tags

Overview

SemiNAS: Semi-Supervised Neural Architecture Search

Environments and Requirements

NASBench-101 Experiments

ImageNet Experiments

Owner

Renqian Luo

Out-of-Town Recommendation with Travel Intention Modeling (AAAI2021)

The code release of paper 'Domain Generalization for Medical Imaging Classification with Linear-Dependency Regularization' NIPS 2020.

DA2Lite is an automated model compression toolkit for PyTorch.

[ICCV 2021] Group-aware Contrastive Regression for Action Quality Assessment

Complete the code of prefix-tuning in low data setting

Python library for loading and using triangular meshes.

SpinalNet: Deep Neural Network with Gradual Input

Hard cater examples from Hopper ICLR paper

Code to reproduce the results for Compositional Attention

[ICCV '21] In this repository you find the code to our paper Keypoint Communities

An end-to-end PyTorch framework for image and video classification

AAAI-22 paper: SimSR: Simple Distance-based State Representationfor Deep Reinforcement Learning

rliable is an open-source Python library for reliable evaluation, even with a handful of runs, on reinforcement learning and machine learnings benchmarks.

Code in PyTorch for the convex combination linear IAF and the Householder Flow, J.M. Tomczak & M. Welling

Explainability for Vision Transformers (in PyTorch)

This GitHub repository contains code used for plots in NeurIPS 2021 paper 'Stochastic Multi-Armed Bandits with Control Variates.'

A Python package for time series augmentation

[ICCV 2021] FaPN: Feature-aligned Pyramid Network for Dense Image Prediction

Real-time analysis of intracranial neurophysiology recordings.

This repository includes different versions of the prescribed-time controller as Simulink blocks and MATLAB script codes for engineering applications.