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EMI-Group's Projects

blvg icon blvg

Matlab code for the IEEE TCYB paper "Evolutionary Large-Scale Dynamic Optimization Using Bilevel Variable Grouping".

densenas icon densenas

Densely Connected Search Space for More Flexible Neural Architecture Search (CVPR2020)

evox icon evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

evoxbench icon evoxbench

Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

fapn icon fapn

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

gmoea icon gmoea

Official implementation of GMOEA.

gpbt-pl icon gpbt-pl

Generalized Population-Based Training With Pairwise Learning (GPBT-PL)

nsganetv2 icon nsganetv2

[ECCV2020] NSGANetV2: Evolutionary Multi-Objective Surrogate-Assisted Neural Architecture Search

pdvc icon pdvc

End-to-End Dense Video Captioning with Parallel Decoding (ICCV 2021)

tensoraco icon tensoraco

GPU-accelerated Ant Colony Optimization (ACO)

tensorneat icon tensorneat

GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

tensorrvea icon tensorrvea

GPU-accelerated Evolutionary Multiobjective Optimization Using Tensorized RVEA.

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