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

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

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

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

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

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

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

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

Compiler for Dynamic Neural Networks

Clustering with dynamic neural network

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

Dynamic Frame Interpolation in Wavelet Domain (TIP 2023)

Multi-omics Trustworthy Integration Framework (MoTIF)

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

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

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

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

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

Build a Kohonen network (SOM) with python and plotly