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Shun Lu's Projects

satnet icon satnet

See and Think: Disentangling Semantic Scene Completion

seminas icon seminas

Semi Supervised Neural Architecture Search

sgas icon sgas

SGAS: Sequential Greedy Architecture Search (CVPR'2020) https://www.deepgcns.org/auto/sgas

single-path-one-shot-nas icon single-path-one-shot-nas

SPOS(Single Path One-Shot Neural Architecture Search with Uniform Sampling) rebuilt in Pytorch with single GPU.

slate icon slate

Slate is a Jekyll theme for GitHub Pages

smdl icon smdl

(IJCAI 2019) Submodular Batch Selection for Training Deep Neural Networks

smoothdarts icon smoothdarts

Code for our ICML'2020 paper "Stabilizing Differentiable Architecture Search via Perturbation-based Regularization"

solving_imagenet icon solving_imagenet

Official PyTorch implementation of the paper: "Solving ImageNet: a Unified Scheme for Training any Backbone to Top Results" (2022)

tuning_playbook icon tuning_playbook

A playbook for systematically maximizing the performance of deep learning models.

unnas icon unnas

Code for "Are labels necessary for neural architecture search"

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