Code used to obtain the results for my master thesis in computer sciences at ULB.

Differentiable neural architecture search

Neural architecture search with network morphism used for skin lesion analysis

Fast and Practical Neural Architecture Search (ICCV2019)

Réimplémentation des expériences de l'article Evo-NAS

卒業研究の実験のために書いたソースコードです。全てのコードを1から書きました。(自動生成されたコードであるcython_wl_kernel.cppを除く)

POPNASv3 development repository, a neural architecture search method developed for a master thesis by Andrea Falanti (Politecnico di Milano, academic year 2020-2021) and subsequently refined as research assistant for the AI-SPRINT european project.

Neural architecture search for deep learning models using neuroevolution with Cultural Algorithms (preview)

卒業研究の実験のために書いたソースコードを改修したものです。全てのコードを1から書きました。(自動生成されたコードであるcython_wl_kernel.cppを除く)

Neural architecture search framework based on reinforcement learning:"A Novel Approach to Detecting Muscle Fatigue Based on sEMG by Using Neural Architecture Search Framework"

[TCAD'23] TransCODE: Co-design of Transformers and Accelerators for Efficient Training and Inference

Q. Yao, J. Xu, W. Tu, Z. Zhu. Efficient Neural Architecture Search via Proximal Iterations. AAAI 2020.

Tests I am performing on a Python package for building residual multi - layer perceptrons and tandem [any model] -> ResMLPs models, useful for effective transfer learning. A pypi package should be coming soon.

Official implementation for [Best Paper Award @ SoICT 2022] "Training-Free Multi-Objective and Many-Objective Evolutionary Neural Architecture Search with Synaptic Flow"

A proof of concept implementation of a Data Aware Neural Architecture Search.

Research on AutoML and Explainability．

BASQ: Branch-wise Activation-clipping Search Quantization for Sub-4-bit Neural Networks, ECCV 2022

[JAIR'23] FlexiBERT tool for Transformer design space exploration.

This repository explores how far can you model biological vision solely with architecture and local learning?

Generating neural networks for diverse networking classification tasks via hardware-aware neural architecture search, Transactions on Computers 2023