Build a Kohonen network (SOM) with python and plotly

This project investigates the accuracy-specificity trade-off of early-exiting dynamic DNNs with two novel architectures: Gran-HBN and AG-HBN.

[Official] ICML 2022 workshop: Dynamic Neural Networks, Oral Paper, "SUPERNET TRAINING FOR FEDERATED IMAGE CLASSIFICATION UNDER SYSTEM HETEROGENEITY"

Dynamic Multimodal Inference [CMU Spring 2024 Course Project : 11-785 Introduction to Deep Learning]

Repository containing code for the paper: Fixing Overconfidence in Dynamic Neural Networks

Multi-omics Trustworthy Integration Framework (MoTIF)

Code for Highly Trustworthy Multimodal Learning (HTML) Method on Omics

Official Repository for the VISAPP 2023 paper "Dynamically Modular and Sparse General Continual Learning".

Clustering with dynamic neural network

Official implementation of DynPartition: Automatic Optimal Pipeline Parallelism of Dynamic Neural Networks over Heterogeneous GPU Systems for Inference Tasks

HADAS: Hardware-aware Dynamic Neural Architecture Search for Performance Scaling (DATE 2023)

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

Offical implementation of "Inherent Redundancy in Spiking Neural Networks" (ICCV2023)

Compiler for Dynamic Neural Networks

[Preprint] Dynamic Mixture of Experts: An Auto-Tuning Approach for Efficient Transformer Models

Offical implementation of "Attention Spiking Neural Networks" (IEEE T-PAMI2023)

A curated list of Early Exiting papers, benchmarks, and misc.

[ECCV 2024] 3D Small Object Detection with Dynamic Spatial Pruning

[CVPR 2023] DynamicDet: A Unified Dynamic Architecture for Object Detection